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		<title>AI量化策略年化超500的深度解析</title>
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		<dc:creator><![CDATA[TOP30股票UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 14:01:55 +0000</pubDate>
				<category><![CDATA[炒股策略]]></category>
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					<description><![CDATA[在量化投资领域，TOP28股票UQTOOL.COM人工智能量化轮动策略以惊人的业绩表现引发了市场广泛关注。该策 [&#8230;]]]></description>
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            28        </div>
        
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            <h3 class="user-name">TOP28股票UQTOOL.COM人工智能量化轮动策略</h3>
                            <p class="user-bio">根据策略排行榜的高级评分买入前 TOP28股票，每日轮动一次...</p>
                        
            <!-- 添加收益率显示 - 使用 nav_stats 数据 -->
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                <div class="stat-item">
                    <span class="stat-label">年化收益</span>
                    <span class="stat-value profit-positive">
                        +506%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">vs沪深300</span>
                    <span class="stat-value profit-positive">
                        +608%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">阿尔法收益</span>
                    <span class="stat-value profit-positive">
                        +500%
                    </span>
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<p>在量化投资领域，<strong>TOP28股票UQTOOL.COM人工智能量化轮动策略</strong>以惊人的业绩表现引发了市场广泛关注。该策略自运行以来，<strong>总收益率高达629.77%</strong>，年化收益率更是达到了<strong>505.98%</strong>，远超同期沪深300指数表现，相对超额收益达到607.8%。这一成绩不仅彰显了AI技术在投资决策中的巨大潜力，也为量化策略的实践者提供了极具参考价值的案例。</p>
<h4>核心业绩指标解读</h4>
<p>从风险收益指标来看，该策略的<strong>夏普比率高达27.448</strong>，意味着每承担一单位风险所获得的超额回报极为突出。同时，<strong>最大回撤仅为9.95%</strong>，这在追求高收益的策略中极为罕见，表明策略在控制下行风险方面表现出色。<strong>阿尔法值达到499.99%</strong>，说明策略的收益几乎完全来源于选股与择时能力，而非市场整体波动。胜率74.09%与盈亏比1.58的组合，进一步验证了策略的稳定盈利能力。</p>
<h4>策略运行机制</h4>
<p>该策略的核心逻辑基于<strong>人工智能量化轮动模型</strong>，通过UQTOOL.COM平台的多因子筛选与动态调仓机制，实现对TOP28股票的精准轮动。具体来看：</p>
<ul>
<li><strong>智能选股</strong>：利用深度学习算法对市场数据进行实时分析，识别具有持续上涨动能的个股。</li>
<li><strong>动态轮动</strong>：根据市场风格变化自动调整持仓比例，避免单一板块过度集中风险。</li>
<li><strong>风控机制</strong>：设置严格的止损线与回撤阈值，确保策略在极端行情下依然保持稳健。</li>
</ul>
<h4>市场环境适配性</h4>
<p>在A股市场结构性行情频发的背景下，该策略展现出极强的适应性。相对沪深300高达607.8%的超额收益，说明其不仅跑赢了指数，更在震荡市中通过高频轮动捕捉到了更多交易机会。值得注意的是，回测数据中<strong>9.95%的最大回撤</strong>表明，策略在极端下跌行情中仍能有效控制损失，这得益于其分散化投资与动态平衡机制。</p>
<h4>投资者启示</h4>
<p>对于追求高收益的投资者而言，该策略提供了三个重要启示：首先，<strong>AI量化策略在信息处理与执行效率上具有明显优势</strong>，能够快速响应市场变化；其次，<strong>高夏普比率与低回撤的组合</strong>并非不可兼得，关键在于策略的底层逻辑是否科学；最后，<strong>轮动策略的胜率与盈亏比平衡</strong>是长期盈利的关键，而非单纯追求高胜率。然而，投资者也需注意，历史业绩不代表未来表现，策略的容量限制、市场风格切换等因素都可能影响实际效果。</p>
<h4>风险提示与展望</h4>
<p>尽管该策略表现优异，但任何投资策略都存在失效风险。当前高收益的背后，可能隐藏着<strong>过拟合风险</strong>或市场环境变化带来的挑战。建议投资者在借鉴该策略时，结合自身风险承受能力进行适当调整。未来，随着AI技术的持续迭代，量化轮动策略有望在更多市场场景中发挥价值，但保持理性预期与严格风控仍是投资的第一要义。</p>
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		<title>科创创业ETF博时与科技成长ETF兴业：AI量化策略年化收益448%，夏普比率755%引爆市场！商江趋势，人工智能，AI，量化交</title>
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		<dc:creator><![CDATA[TOP30ETF基金UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 14:01:40 +0000</pubDate>
				<category><![CDATA[基金故事]]></category>
		<category><![CDATA[理财故事]]></category>
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					<description><![CDATA[🚀 科技赛道再掀狂潮，AI量化策略精准捕捉高成长机遇！ 📊 市场背景与开局 在当前科技股引领的市场浪潮中，科创 [&#8230;]]]></description>
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<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 科技赛道再掀狂潮，AI量化策略精准捕捉高成长机遇！</strong></p>
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            <h5 class="padded">持仓信息</h5>
            <div class="follow-trade-actions">
                            </div>
        </div>
        <table>
            <thead>
                <tr>
                    <th>合约代码</th>                        
                    <th>年化收益</th>                          
                    <th>昨日仓位</th>
                    <th>持仓成本</th>
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                            </td>
                            <td class="annual-return-cell loss">
                                27%                            </td>
                            <td class="position-cell">
                                4,961                            </td>
                            <td class="cost-cell">
                                441.00                            </td>
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                                        <a href="https://www.uqtool.com/futurescom/search?q=563560.SH" target="_blank" style="color: blue; text-decoration: underline;">563560.SH</a>                                    </span>
                                    
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                            <td class="annual-return-cell profit">
                                13%                            </td>
                            <td class="position-cell">
                                4,885                            </td>
                            <td class="cost-cell">
                                356.00                            </td>
                            <td class="action-cell">
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                                                                        </tbody>
            <thead>
                <tr>
                    <th>总市值</th>                        
                    <th>可用资金</th>                          
                    <th>总盈亏</th>
                    <th>持股变动</th>
                </tr>
            </thead>
            <tbody id="swtool-holding-head">
                <tr class="summary-row">
                    <td class="total-market-value">
                        <span class="summary-value">1,234,567.89</span>
                    </td>
                    <td class="available-cash">
                        <span class="summary-value">500,000.00</span>
                    </td>
                    <td class="total-profit-loss profit">
                        <span class="summary-value">+34,567.89</span>
                    </td>
                    <td class="position-change positive">
                        <span class="summary-value">+2</span>
                    </td>
                    <td class="summary-action">
                        <div class="summary-buttons">
                            <button class="summary-btn refresh-summary" title="刷新数据">
                                <span class="summary-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f504.png" alt="🔄" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                            </button>
                            <button class="summary-btn export-summary" title="导出数据">
                                <span class="summary-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4e5.png" alt="📥" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                            </button>
                        </div>
                    </td>
                </tr>
            </tbody>
        </table>
    </div>
    
    <!-- 新增预测功能区域 -->
            <h3 style="text-align: center;">AI策略实时预测</h3>
        <div id="swtool-prediction-tool">        
            <div id="swtool-prediction-section">           
            <div class="swtool-predict-header">
           
                    <div style="display: flex; gap: 10px; align-items: center;">
                            <!-- 原有的使用说明按钮 -->
                            <a href="/readme" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d6.png" alt="📖" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>策略教程
                            </a>
                            <!-- 新增的股神交流按钮 -->
                            <a href="/gushenjiaoliu" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ac.png" alt="💬" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>股神交流
                            </a>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">剩余次数:</a><span id="prediction-remaining-counter">1/1</span>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=money" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">可用积分:</a><span id="prediction-points-counter">0</span>                   
                    </div>
                    </div>
 
            </div> 
                          

                    <form id="swtool-prediction-form">
                        <!-- 隐藏的API密钥选择 -->
                        <select id="api_key" name="api_key" class="swtool-select" style="display: none;">
                                                            <option value="SYhh2eSriqzFX3WZys5lOxuJKrXDlme0">SYhh2eSriqzFX3WZys5lOxuJKrXDlme0</option>
                                                    </select>

                        <!-- 市场选择 -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-market">市场：</label>
                            <select id="prediction-market" name="prediction-market" class="swtool-select">
                                                                    <option value="gold" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold（黄金）
                                    </option>
                                                                    <option value="gold_com" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com（黄金组合）
                                    </option>
                                                                    <option value="forex" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex（外汇）
                                    </option>
                                                                    <option value="forex_com" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com（外汇组合）
                                    </option>
                                                                    <option value="cnindex" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex（指数）
                                    </option>
                                                                    <option value="cnindex_com" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com（指数组合）
                                    </option>
                                                                    <option value="cnstock" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock（股票）
                                    </option>
                                                                    <option value="cnstock_com" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com（股票组合）
                                    </option>
                                                                    <option value="cbond" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond（可转债）
                                    </option>
                                                                    <option value="cbond_com" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com（可转债组合）
                                    </option>
                                                                    <option value="futures" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures（期货）
                                    </option>
                                                                    <option value="futures_com" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com（期货组合）
                                    </option>
                                                                    <option value="fund" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund（基金）
                                    </option>
                                                                    <option value="fund_com" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                             selected='selected'>
                                        fund_com（基金组合）
                                    </option>
                                                                    <option value="cnoption" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption（期权）
                                    </option>
                                                                    <option value="cnoption_com" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com（期权组合）
                                    </option>
                                                                    <option value="citic_index" 
                                            data-default-code="CI005002.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index（中信指数）
                                    </option>
                                                                    <option value="citic_index_com" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,10000"
                                            >
                                        citic_index_com（中信指数组合）
                                    </option>
                                                                    <option value="sw_index" 
                                            data-default-code="801001.SI"
                                            data-default-price="3000"
                                            >
                                        sw_index（申万指数）
                                    </option>
                                                                    <option value="sw_index_com" 
                                            data-default-code="801001.SI,801002.SI"
                                            data-default-price="3000,10000"
                                            >
                                        sw_index_com（申万指数组合）
                                    </option>
                                                                    <option value="global_index" 
                                            data-default-code="CSX5P"
                                            data-default-price="3000"
                                            >
                                        global_index（全球指数）
                                    </option>
                                                                    <option value="global_index_com" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="3000,10000"
                                            >
                                        global_index_com（全球指数组合）
                                    </option>
                                                                    <option value="citic_index_basic" 
                                            data-default-code="CI005001.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index_basic（中信指数）
                                    </option>
                                                                    <option value="citic_index_com_basic" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,3200"
                                            >
                                        citic_index_com_basic（中信指数组合）
                                    </option>
                                                                    <option value="sw_index_basic" 
                                            data-default-code="801010.SI"
                                            data-default-price="2800"
                                            >
                                        sw_index_basic（申万指数）
                                    </option>
                                                                    <option value="sw_index_com_basic" 
                                            data-default-code="801010.SI,801020.SI"
                                            data-default-price="2800,2900"
                                            >
                                        sw_index_com_basic（申万指数组合）
                                    </option>
                                                                    <option value="global_index_basic" 
                                            data-default-code="AS51"
                                            data-default-price="4500"
                                            >
                                        global_index_basic（全球指数）
                                    </option>
                                                                    <option value="global_index_com_basic" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="4500,34000"
                                            >
                                        global_index_com_basic（全球指数组合）
                                    </option>
                                                                    <option value="cnindex_basic" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex_basic（cnindex_basic）
                                    </option>
                                                                    <option value="cnindex_com_basic" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com_basic（cnindex_com_basic）
                                    </option>
                                                                    <option value="cnstock_basic" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock_basic（cnstock_basic）
                                    </option>
                                                                    <option value="cnstock_com_basic" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com_basic（cnstock_com_basic）
                                    </option>
                                                                    <option value="fund_basic" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund_basic（fund_basic）
                                    </option>
                                                                    <option value="fund_com_basic" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                            >
                                        fund_com_basic（fund_com_basic）
                                    </option>
                                                                    <option value="cbond_basic" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond_basic（cbond_basic）
                                    </option>
                                                                    <option value="cbond_com_basic" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com_basic（cbond_com_basic）
                                    </option>
                                                                    <option value="gold_basic" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold_basic（gold_basic）
                                    </option>
                                                                    <option value="gold_com_basic" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com_basic（gold_com_basic）
                                    </option>
                                                                    <option value="forex_basic" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex_basic（forex_basic）
                                    </option>
                                                                    <option value="forex_com_basic" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com_basic（forex_com_basic）
                                    </option>
                                                                    <option value="futures_basic" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures_basic（futures_basic）
                                    </option>
                                                                    <option value="futures_com_basic" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com_basic（futures_com_basic）
                                    </option>
                                                                    <option value="cnoption_basic" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption_basic（cnoption_basic）
                                    </option>
                                                                    <option value="cnoption_com_basic" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com_basic（cnoption_com_basic）
                                    </option>
                                                            </select>
                        </div>

                        <!-- 股票代码输入（带搜索功能） -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-code">代码：</label>
                            <div style="position: relative;">
                                <input type="text" id="prediction-code" name="prediction-code" 
                                    value="588390.SH,563560.SH" 
                                    class="swtool-input " autocomplete="off">
                                <div id="stock-search-results" style="display: none; position: absolute; z-index: 1000; background: white; width: 100%; max-height: 300px; overflow-y: auto; border: 1px solid #ddd; box-shadow: 0 2px 5px rgba(0,0,0,0.1);"></div>
                            </div>
                            <small style="display: block; color: #666;">
                                输入代码或名称快速搜索，多个用逗号分隔
                            </small>
                        </div>

                        <!-- 价格输入 -->
                        <div class="swtool-predict-input-group">
                        <label for="prediction-price">价格：</label>
                            <input type="text" id="prediction-price" name="prediction-price" 
                                value="1.179|1.151|1.185|1.151|106740|12545,1.123|1.109|1.131|1.105|99895|11152.6" 
                                class="swtool-input " pattern="[0-9.,]+" title="请输入数字，多个价格用逗号分隔">
                        </div>
                        <small style="display: block; color: #666;">
                        <span style="color: red;">输入最新价格序列：收盘价|开盘价|最高价|最低价|成交量|成交额</span>；多合约用逗号分隔。
                            </small>                         

                        <!-- 预测按钮 -->
                        <div class="swtool-predict-actions">
                                                            <a href="https://www.uqtool.com/wp-login.php" class="swtool-button" style="text-decoration: none; display: inline-block;">
                                    请登录后预测
                                </a>
                                                    </div>
                        
                    </form>

                    <!-- 预测结果显示区域 -->             
    <!-- 预测结果显示区域 -->             
<div id="swtool-prediction-result" style="margin-top: 20px; display: none;">
    <div class="swtool-predict-result-container">
        <div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 10px;">
            <h4 style="margin: 0;">预测结果</h4>
        </div>
        <div id="prediction-results-container"></div>

    </div>
    
    <!-- CURL命令显示 -->
    <div id="prediction-curl-container" style="margin-top: 15px; padding: 10px; background-color: #f0f0f0; border-radius: 4px;">
        <div style="font-weight: bold; margin-bottom: 5px;">CURL命令(预测源码)：</div>
        <div id="prediction-curl-command" style="font-family: monospace; word-break: break-all; margin-bottom: 10px;"></div>
        <button class="swtool-button" id="prediction-copy-curl">复制CURL命令</button>
        <span id="prediction-copy-status" style="margin-left: 10px; color: green; display: none;">已复制！</span>
    </div>
</div>

    <script>
    // 在JavaScript部分添加查看预测帖子功能
    document.addEventListener('DOMContentLoaded', function() {
        const viewPredictionPostBtn = document.getElementById('swtool-view-prediction-post');
        
        if (viewPredictionPostBtn) {
            viewPredictionPostBtn.addEventListener('click', function(e) {
                e.preventDefault();
                viewPredictionStockPost();
            });
        }
        
        function viewPredictionStockPost() {
            const market = document.getElementById('prediction-market').value;
            const code = document.getElementById('prediction-code').value.trim();
            
            if (!market || !code) {
                alert('请先输入股票代码');
                return;
            }
            
            // 显示加载状态
            const originalText = viewPredictionPostBtn.innerHTML;
            viewPredictionPostBtn.innerHTML = '<span style="margin-right: 5px;">&#x23f3;</span>查询中...';
            viewPredictionPostBtn.style.pointerEvents = 'none';
            
            // 获取股票名称（如果有）
            const codes = code.split(/[,，]/);
            const mainCode = codes[0].trim();
            
            // 构建帖子标题（与ranking查询一致的方式）
            const fixTitle = '人工智能量化交易策略';
            
            // 先搜索股票信息获取名称
            jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                action: 'swtool_search_stocks',
                market: market.replace(/_com$/, ''),
                query: mainCode
            }, function(searchResponse) {
                if (searchResponse.success && searchResponse.data.length > 0) {
                    const stockInfo = searchResponse.data[0];
                    const stockName = stockInfo.name;
                    const tsCode = stockInfo.ts_code;
                    
                    // 构建帖子标题（与ranking查询一致）
                    const postTitle = (stockName != tsCode) 
                        ? stockName + '[' + tsCode + ']' + fixTitle 
                        : tsCode + fixTitle;
                    
                    // 检查帖子是否存在
                    jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                        action: 'swtool_check_post_exists',
                        post_title: postTitle,
                        nonce: 'cfb7502937'
                    }, function(response) {
                        if (response.success) {
                            if (response.data.exists) {
                                // 帖子存在，跳转到帖子
                                window.open(response.data.post_url, '_blank');
                            } else {
                                // 帖子不存在，调用创建帖子函数（使用ranking中的方法）
                                createNewPost(null, market.replace(/_com$/, ''), tsCode);
                            }
                        } else {
                            alert('查询帖子失败，请重试');
                        }
                        
                        // 恢复按钮状态
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    }).fail(function() {
                        alert('网络错误，请重试');
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    });
                    
                } else {
                    alert('未找到股票信息，请检查代码是否正确');
                    viewPredictionPostBtn.innerHTML = originalText;
                    viewPredictionPostBtn.style.pointerEvents = 'auto';
                }
            }).fail(function() {
                alert('搜索股票失败，请重试');
                viewPredictionPostBtn.innerHTML = originalText;
                viewPredictionPostBtn.style.pointerEvents = 'auto';
            });
        }
    });


    // 复用ranking中的createNewPost函数
    function createNewPost(linkElement, market, tsCode) {
        let originalText, linkElementObj;
        text=currentLang === 'zh'?' 跳转中':'Loading';
        if (linkElement) {
            // 如果提供了 linkElement，处理按钮状态
            originalText = linkElement.textContent.replace("&#x1f441;", "");
            linkElement.textContent = originalText + text;
            linkElement.style.textDecoration = 'underline';
            linkElement.disabled = true;
            linkElementObj = linkElement;
        } else {
            // 如果没有提供 linkElement，创建一个虚拟对象来管理状态
            originalText = tsCode;
            linkElementObj = {
                textContent: originalText,
                style: {},
                disabled: false,
                textContentSetter: function(value) { this.textContent = value; }
            };
        }

        let dotCount = 0;
        let intervalId = setInterval(() => {
            dotCount = (dotCount + 1) % 4;
            if (linkElement) {
                linkElement.textContent = originalText + text + '.'.repeat(dotCount);
            } else {
                linkElementObj.textContentSetter(originalText + text + '.'.repeat(dotCount));
            }
        }, 500);

        // 恢复按钮状态的函数
        function resetButton() {
            clearInterval(intervalId);
            if (linkElement) {
                // 正确恢复原始文本
                linkElement.textContent = originalText + '(&#x1f441;)';
                linkElement.disabled = false;
            }
        }

    // 发送 AJAX 请求调用 swtool_single_post_event 函数
    fetch('https://www.uqtool.com/wp-admin/admin-ajax.php', {
        method: 'POST',
        headers: {
            'Content-Type': 'application/x-www-form-urlencoded',
        },
        body: new URLSearchParams({
            action: 'swtool_single_post_event_menual',
            market: market,
            ts_code: tsCode,
            nonce: '3793565acd'
        })
    })
    .then(response => {
        if (!response.ok) {
            text=currentLang === 'zh'?'网络请求失败':'Fail to connect';
            throw new Error(text);
        }
        return response.json();
    })
    .then(data => {
        if (data.success && data.data.post_id) {
            // 跳转至新创建的帖子页面
            clearInterval(intervalId);
            window.location.href = 'https://www.uqtool.com?p=' + data.data.post_id;
        } else {
            // 请求成功但创建失败，恢复按钮文本
            resetButton();
            text=currentLang === 'zh'?'请重试':'Try again';
            alert('Error: ' + (data.data.message || text));
        }
    })
    .catch(error => {
        // 请求失败，恢复按钮文本
        resetButton();
        text=currentLang === 'zh'?'网络链接失败，请重试':'Cannot connect web,try again';
        alert(text);
    });
    }

                    </script>

            <style>
            /* 预期周收益卡片样式 */
            @keyframes fadeInUp {
                from {
                    opacity: 0;
                    transform: translateY(10px);
                }
                to {
                    opacity: 1;
                    transform: translateY(0);
                }
            }

            .gain-prediction-card {
                animation: fadeInUp 0.5s ease-out;
            }
            .gain-prediction-card {
                background: linear-gradient(135deg, #f8f9fa 0%, #ffffff 100%);
                border: 1px solid #e1e4e8;
                border-radius: 12px;
                padding: 16px;
                margin: 12px 0;
                box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
                transition: all 0.3s ease;
            }

            .gain-prediction-card:hover {
                box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
                transform: translateY(-2px);
            }

            .gain-header {
                display: flex;
                align-items: center;
                margin-bottom: 10px;
                padding-bottom: 8px;
                border-bottom: 1px solid #f0f0f0;
            }

            .gain-icon {
                font-size: 18px;
                margin-right: 8px;
                color: #666;
            }

            .gain-title {
                font-size: 14px;
                font-weight: 600;
                color: #555;
                letter-spacing: 0.5px;
            }

            .gain-value {
                font-size: 28px;
                font-weight: 700;
                text-align: center;
                margin: 12px 0;
                padding: 8px;
                border-radius: 8px;
                font-family: 'SF Mono', 'Monaco', 'Inconsolata', 'Fira Code', monospace;
            }

            .gain-description {
                font-size: 13px;
                text-align: center;
                color: #666;
                font-weight: 500;
                padding-top: 6px;
                border-top: 1px dashed #e8e8e8;
            }

            /* 收益等级颜色 */
            .gain-excellent {
                color: #ff0000;
                background: linear-gradient(135deg, rgba(255, 0, 0, 0.08), rgba(255, 0, 0, 0.02));
                border: 1px solid rgba(255, 0, 0, 0.2);
            }

            .gain-great {
                color: #ff6b6b;
                background: linear-gradient(135deg, rgba(255, 107, 107, 0.08), rgba(255, 107, 107, 0.02));
                border: 1px solid rgba(255, 107, 107, 0.15);
            }

            .gain-good {
                color: #ff9f43;
                background: linear-gradient(135deg, rgba(255, 159, 67, 0.08), rgba(255, 159, 67, 0.02));
                border: 1px solid rgba(255, 159, 67, 0.15);
            }

            .gain-slight {
                color: #feca57;
                background: linear-gradient(135deg, rgba(254, 202, 87, 0.08), rgba(254, 202, 87, 0.02));
                border: 1px solid rgba(254, 202, 87, 0.15);
            }

            .loss-slight {
                color: #54a0ff;
                background: linear-gradient(135deg, rgba(84, 160, 255, 0.08), rgba(84, 160, 255, 0.02));
                border: 1px solid rgba(84, 160, 255, 0.15);
            }

            .loss-moderate {
                color: #5f27cd;
                background: linear-gradient(135deg, rgba(95, 39, 205, 0.08), rgba(95, 39, 205, 0.02));
                border: 1px solid rgba(95, 39, 205, 0.15);
            }

            .loss-significant {
                color: #341f97;
                background: linear-gradient(135deg, rgba(52, 31, 151, 0.08), rgba(52, 31, 151, 0.02));
                border: 1px solid rgba(52, 31, 151, 0.15);
            }

            .loss-severe {
                color: #00d2d3;
                background: linear-gradient(135deg, rgba(0, 210, 211, 0.08), rgba(0, 210, 211, 0.02));
                border: 1px solid rgba(0, 210, 211, 0.15);
            }

            /* 响应式设计 */
            @media (max-width: 768px) {
                .gain-prediction-card {
                    padding: 12px;
                }
                
                .gain-value {
                    font-size: 24px;
                    padding: 6px;
                }
                
                .gain-description {
                    font-size: 12px;
                }
            }
                /* 新增图表容器样式 */
    #prediction-chart-container {
        border: 1px solid #e0e0e0;
        background: white;
    }

    #prediction-chart-container h5 {
        color: #333;
        font-weight: 600;
    }

    /* 查看帖子按钮悬停效果 */
    #swtool-view-prediction-post:hover {
        background-color: #0073aa;
        color: white;
        text-decoration: none;
    }
                .prediction-error {
                    padding: 15px;
                    background-color: #fff3f3;
                    border-left: 4px solid #ff6b6b;
                    margin-bottom: 15px;
                    border-radius: 4px;
                }

                .prediction-error h4 {
                    color: #d32f2f;
                    margin-top: 0;
                    margin-bottom: 10px;
                    font-size: 16px;
                }

                .error-message {
                    color: #5f2120;
                    line-height: 1.5;
                    font-size: 14px;
                }
                /* 加载动画样式 */
                .loading-dots {
                    display: inline-block;
                    width: 20px;
                    text-align: left;
                    animation: dots-blink 1.4s infinite both;
                    color:rgb(240, 240, 15);
                }
                
                @keyframes dots-blink {
                    0%, 30% { opacity: 0; }
                    70% { opacity: 1; }
                    100% { opacity: 0; }
                }
                
                .loading-dots::after {
                    content: "";
                    animation: dots-change 1.4s infinite both;
                }
                
                @keyframes dots-change {
                    0% { content: ""; }
                    30% { content: "."; }
                    70% { content: "."; }
                    100% { content: ""; }
                }
                
                /* 按钮样式修复 */
                #swtool-predict-button {
                    /* 触摸友好尺寸 */
                    min-width: 150px !important;
                    min-height: 50px !important;
                    padding: 14px 28px !important;
                    font-size: 16px !important;

                    
                    /* 禁用所有可能干扰点击的效果 */
                    -webkit-tap-highlight-color: transparent !important;
                    -webkit-touch-callout: none !important;
                    touch-action: manipulation !important;
                    user-select: none !important;
                    transform: translateZ(0) !important;
                    will-change: transform !important;
                    
                    /* 确保按钮可见 */
                    position: relative;
                    z-index: 9999;
                    opacity: 1 !important;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                    box-shadow: none !important;
                    transition: none !important;
                    margin: 0 auto; /* 添加自动边距确保居中 */
                    display: block; /* 改为块级元素以便margin auto生效 */
                }
                
                #swtool-predict-button:active {
                    opacity: 0.8 !important;
                    transform: scale(0.98) translateZ(0) !important;
                }

                /* 禁用伪元素干扰 */
                #swtool-predict-button::before, 
                #swtool-predict-button::after {
                    display: none !important;
                }

                /* 移动端优化 */
                @media (max-width: 768px) {
                    #swtool-predict-button {
                        min-width: 180px !important;
                        min-height: 60px !important;
                        padding: 16px 32px !important;
                        font-size: 18px !important;
                        width: 100%; /* 小屏幕按钮宽度100% */
                        max-width: 300px; /* 但不超过300px */   
                    }
                    .swtool-predict-actions {
                    flex-direction: column; /* 小屏幕改为垂直布局 */
                    }
                    
                    .stock-search-item {
                        padding: 14px 16px !important;
                        min-height: 48px !important;
                    }
                    
                    /* 确保触摸目标足够大 */
                    input, select, button {
                        min-height: 44px !important;
                    }
                }

                .swtool-predict-container {
                    max-width: 1000px;
                    margin: 0 auto;
                    background-color: white;
                    padding: 20px;
                    border-radius: 8px;
                    box-shadow: 0 2px 5px rgba(0,0,0,0.1);
                }
                
                .swtool-predict-header {
                    display: flex;
                    flex-wrap: wrap;
                    align-items: center;
                    justify-content: center; /* 确保所有子元素居中对齐 */
                    margin-bottom: 15px;
                    border-bottom: 1px solid #eee;
                    padding-bottom: 15px;
                }
                
                .swtool-predict-header h3 {
                    text-align: center;
                    /* 移除flex属性和右侧margin，确保标题在所有屏幕居中 */
                    margin: 0 auto 10px; 
                    min-width: 300px;
                }
                
                .swtool-predict-counter {
                    margin: 0 15px 10px;
                    color: #666;
                    font-size: 14px;
                    text-align: left;
                    min-width: 120px;
                }
                
                .swtool-predict-input-group {
                    margin-bottom: 15px;
                }
                
                .swtool-predict-input-group label {
                    display: block;
                    margin-bottom: 5px;
                    font-weight: bold;
                }
                
                .swtool-select, .swtool-input {
                    width: 100%;
                    padding: 8px 12px;
                    border: 1px solid #ddd;
                    border-radius: 4px;
                    box-sizing: border-box;
                }
                
                .swtool-button {
                    padding: 10px 20px;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    font-size: 16px !important;
                    -webkit-tap-highlight-color: transparent !important;
                    touch-action: manipulation !important;
                    user-select: none !important;
                    min-height: 44px !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                }
                
                .swtool-button:hover {
                    background-color: #006699 !important;
                }
                
                .swtool-button:disabled {
                    background-color: #cccccc !important;
                    cursor: not-allowed !important;
                }
                
                .swtool-predict-result-container {
                    background-color: #f8f9fa;
                    border-radius: 5px;
                    padding: 15px;
                    margin-top: 15px;
                }
                
                .prediction-result-item {
                    margin-bottom: 15px;
                    padding: 10px;
                    background-color: white;
                    border-radius: 5px;
                    box-shadow: 0 1px 3px rgba(0,0,0,0.1);
                }
                
                .position-display {
                    font-size: 18px;
                    font-weight: bold;
                    margin: 10px 0;
                }
                
                .reason-display {
                    margin: 10px 0;
                    color: #555;
                }
                
                .strong-buy {color: #ff0000;  }
                .buy { color: #ff5555; }
                .hold { color: #888888; }
                .sell { color: #55cc55; }
                .strong-sell { color: #00aa00; }
                
                .loading-spinner {
                    display: inline-block;
                    width: 20px;
                    height: 20px;
                    border: 3px solid rgb(207, 39, 185);
                    border-radius: 50%;
                    border-top-color:rgb(255, 238, 85);
                    animation: spin 1s ease-in-out infinite;
                    margin-right: 10px;
                }
                
                @keyframes spin {
                    to { transform: rotate(360deg); }
                }
                
                .default-value {
                    color: #999;
                    font-style: italic;
                }
                
                .stock-search-item:hover {
                    background-color: #f5f5f5;
                }
                
                .swtool-predict-alert {
                    background-color: #fff3cd;
                    border-left: 4px solid #ffc107;
                    padding: 15px;
                    margin-bottom: 20px;
                }
                
                .swtool-predict-alert p {
                    margin: 0 0 15px 0;
                    color: #856404;
                }
                
                .swtool-predict-actions {
                display: flex;
                justify-content: center; /* 水平居中 */
                align-items: center; /* 垂直居中 */
                gap: 10px;
                flex-wrap: wrap;
                width: 100%; /* 确保容器宽度足够 */
                margin: 20px 0; /* 添加上下边距 */
            }
            </style>
               
    
    </div>
<p>    <!-- 图表短代码 --></p>
<div class="shortcode-chart" style="margin:20px 0">
           
   <div class="swtool-chart-only-container" style="position: relative;"> 
     <!--策略简介---->
         <h5 class="padded">净值曲线</h5>
         <div class="swtool-subscription">    
        <button id="swtool-subscription-button" class="swtool-button subscribe">
            订阅报告(<span style="color: yellow;">372</span>人)        </button>
                    <div id="swtool-subscription-form" style="display: none;">
                <div class="input-container"> <!-- 新增的父容器 -->
                    <input type="email" id="swtool-subscription-email" value="" placeholder="请输入电子邮件" />
                </div>
                <div id="swtool-email-suffix-list" style="display: none;"></div>
                <button id="swtool-subscription-submit">提交</button>
            </div>
        
    <div>
        <div class="swtool-chart-tabs">         
            <button class="swtool-tab active" data-range="1y">1年</button> 
                
        </div>
    </div>
        <div class="swtool-chart">
        <canvas id="swtool-chart-fund_588390.SH,563560.SH"></canvas>
                    <div class="chart-logo">
                <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/04/108.png" alt="Logo">
            </div>
                            <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" class="chart-lock" id="chart-lock-fund_588390.SH,563560.SH" title="VIP解锁全部趋势信号">
                <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f512.png" alt="🔒" class="wp-smiley" style="height: 1em; max-height: 1em;" />
            </a>
                <div class="chart-fullscreen" id="chart-fullscreen-fund_588390.SH,563560.SH" title="全屏显示">
        ⛶
    </div>
        </div>
    </div>
       
        <!--弹幕---->
        <div class="danmu-container">
                    </div>  
      
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ca.png" alt="📊" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 市场背景与开局</h2>
<p style="line-height:1.6">在当前科技股引领的市场浪潮中，科创创业ETF博时（588390.SH）与科技成长ETF兴业（563560.SH）表现抢眼，双双受益于AI、半导体等新兴产业的强劲驱动。近期市场资金持续涌入，为这两只ETF注入了澎湃动能，投资者对高弹性资产的关注度显著提升。</p>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/fund_588390_SH-4.jpg" alt="科创创业ETF博时,科技成长ETF兴业[588390.SH,563560.SH] 策略表现图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图1：科创创业ETF博时,科技成长ETF兴业[588390.SH,563560.SH] AI策略净值走势(合约1)</p>
</p></div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c8.png" alt="📈" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 持仓信号深度解读</h2>
<p style="line-height:1.6">基于策略信号，当前持仓方向明确偏向科技成长板块，多头力量占绝对主导。科创创业ETF博时侧重创业板和科创板龙头，科技成长ETF兴业则覆盖全市场科技股，两者形成互补，共同捕捉行业爆发红利。空头信号微弱，市场情绪积极。</p>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略核心优势</h3>
<p style="line-height:1.6">本AI量化策略基于多因子模型，融合动量、波动率和资金流指标，通过机器学习动态调整权重。其核心优势在于实时识别市场情绪拐点，优先布局高贝塔、高夏普的科技主题ETF，从而在牛市中放大收益。</p>
<div class="middle-section" style="margin:20px 0">
<p style="line-height:1.6">策略关键指标令人瞩目：阿尔法收益率高达10091.9%，远超基准，显示超额收益能力惊人；贝塔收益率62.7%，说明与市场同步性高但波动可控；夏普收益率755.1%，风险调整后回报极优。与基准指数年化收益约20%相比，策略年化收益448.1%凸显其高效选股择时能力。</p>
</p></div>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/fund_563560_SH.jpg" alt="科创创业ETF博时,科技成长ETF兴业[588390.SH,563560.SH] 策略信号图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图2：科创创业ETF博时,科技成长ETF兴业[588390.SH,563560.SH] AI策略净值走势(合约2)</p>
</p></div>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d0.png" alt="📐" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略指标解析</h3>
<p style="line-height:1.6">该策略在不同市场环境下展现出强大适应性：在牛市行情中，通过高贝塔配置放大收益；在震荡市中，利用低回撤特性保护资本；即便在回调阶段，2.8%的最大回撤也远低于同类策略，证明其风控机制的有效性。</p>
<p>    <!-- 策略分析短代码 --></p>
<div class="shortcode-strategy" style="margin:20px 0">
            <!-- 主容器 -->
    <div class="swtool-strategy-container">
        <!-- 策略分析区块 -->
        <div class="swtool-strategy-section">
            <h5 class="swtool-section-title">策略分析</h5>  
            
            <!-- 策略指标表格 -->
            <div class="swtool-strategy-table-container">
                <table class="swtool-data-table">
                    <thead>
                        <tr>
                        <th>指标</th>
                        <th>数值</th>
                        <th>解释</th>
                        </tr>
            </thead>
            <tbody id="swtool-strategy-intro-body">
                <!-- 静态策略简介数据 -->
                <tr>
                    <td>AI Strategy</td>
                    <td id="strategy-net-value" class="metric-value">-</td>
                    <td>初始净值1，策略无杠杆交易累计收益</td>
                </tr>
                <tr>
                    <td>Buy-and-Hold</td>
                    <td id="basic-net-value" class="metric-value">-</td>
                    <td>初始净值1，买入并持有的无杠杆交易累计收益</td>
                </tr>
                
                <tr>
                    <td>年化收益</td>
                    <td id="annual-return" class="metric-value">-</td>
                    <td>基于净值计算的实际年化收益率(%)</td>
                </tr>
                <tr>
                        <td>预期周收益</td>
                        <td id="five-days-gain" class="metric-value">-</td>
                        <td>AI预测的周收益率(%)，负数表示周偏空</td>
                    </tr>
                <tr>
                <tr>
                        <td>预测准确率</td>
                        <td id="accuracy" class="metric-value">-</td>
                        <td>AI预测的周预测方向性精度(%)</td>
                    </tr>
                    <tr>
                    <td>收益回撤比</td>
                    <td id="return-drawdown-ratio" class="metric-value">-</td>
                    <td>策略收益/最大回撤，交易风险比例</td>
                </tr>
                <tr>
                    <td>最大回撤</td>
                    <td id="max-drawdown" class="metric-value">-</td>
                    <td>策略历史中，从高点的最大回撤幅度</td>
                </tr>
                <tr>
                    <td>夏普比率</td>
                    <td id="sharpe-ratio" class="metric-value">-</td>
                    <td>策略风险调整后收益指标，越高越好</td>
                </tr>
                <tr>
                    <td>阿尔法收益率</td>
                    <td id="alpha-return" class="metric-value">-</td>
                    <td>策略历史中，相对基准的收益率</td>
                </tr>
                <tr>
                    <td>贝塔风险系数</td>
                    <td id="beta-return" class="metric-value">-</td>
                    <td>策略历史中，相对市场系统风险比</td>
                </tr>
                <tr>
                    <td>连续亏损天数</td>
                    <td id="continuous-loss-days" class="metric-value">-</td>
                    <td>合约历史中出现过最大连续亏损天数</td>
                </tr>
                <tr>
                    <td>连续空头持仓</td>
                    <td id="continuous-short-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续空头持仓天数</td>
                </tr>
                <tr>
                    <td>连续多头持仓</td>
                    <td id="continuous-long-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续多头持仓天数</td>
                </tr>
                <tr>
                    <td>平均持仓信号</td>
                    <td id="continuous-trend" class="metric-value">-</td>
                    <td>合约从当前日期往前30天平均持仓信号,范围[-10,10]</td>
                </tr>
                <tr>
                    <td>高级评分</td>
                    <td id="ranking" class="metric-value">-</td>
                    <td>策略指标加权综合得分，范围0~100分</td>
                </tr>
            </tbody>       
        </table>
        
        <!-- AI点评部分 -->
        <div id="swtool-ai-comment-container">
            <table>
                <tbody id="swtool-strategy-intro-body_ai">
                    <tr>
                        <td colspan="3">我是AI策略评论师，准备给你发表这个AI趋势量化交易策略的看法......</td>
                    </tr>
                </tbody>
            </table>
        </div>
    </div>
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dc.png" alt="📜" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 历史表现回顾</h2>
<p style="line-height:1.6">历史回测数据显示，策略年化收益448.1%，累计阿尔法超10000%，最大回撤仅2.8%，夏普比率755.1%，综合策略评分87.575（满分100）。这些数据表明，策略在长期运行中持续跑赢基准，且风险控制能力一流。</p>
<p>    <!-- 历史记录短代码 --></p>
<div class="shortcode-history" style="margin:20px 0">
            
 
    <div class="swtool-trade-history">    
        <h5 class="padded">交易记录</h5>        
        <table>
            <thead>
                <tr>
                    <th>交易日期</th>
                    <th>AI Strategy</th>    
                    <th>年化收益</th> 
                    <th>持仓仓位</th>  
                    <th>交易方向</th>
                </tr>
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<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3af.png" alt="🎯" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 科技浪潮已至，AI量化策略为您保驾护航。关注科创创业ETF博时与科技成长ETF兴业，把握高成长机遇，让智慧投资引领未来！</strong></p>
<hr style="margin:20px 0;border:none;border-top:1px solid #eee" />
<p class="disclaimer" style="font-size:12px;color:#999;margin-top:20px">本文由 UQTOOL.COM AI 量化策略系统自动生成，数据仅供参考，投资有风险，入市需谨慎。</p>
</p></div>
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		<title>AI量化轮动策略1073收益的奇迹解析</title>
		<link>https://www.uqtool.com/7225.html</link>
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		<dc:creator><![CDATA[TOP30股票UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 14:00:56 +0000</pubDate>
				<category><![CDATA[炒股策略]]></category>
		<guid isPermaLink="false">https://www.uqtool.com/7225.html</guid>

					<description><![CDATA[在金融市场的惊涛骇浪中，TOP14股票UQTOOL.COM人工智能量化轮动策略以其惊人的表现，成为投资者瞩目的 [&#8230;]]]></description>
										<content:encoded><![CDATA[    <div class="user-card" data-user-id="631" 
         data-user-positions='[{"market":"cnstock","symbol":"688485.SH","symbol_name":"\u4e5d\u5dde\u4e00\u8f68","position_type":"long","ratio":8.36,"cost_price":44.4097,"current_price":55.2,"profit_rate":24.2972},{"market":"cnstock","symbol":"301588.SZ","symbol_name":"\u7f8e\u65b0\u79d1\u6280","position_type":"long","ratio":7.95,"cost_price":29.0604,"current_price":34.35,"profit_rate":18.2022},{"market":"cnstock","symbol":"600726.SH","symbol_name":"\u534e\u7535\u80fd\u6e90","position_type":"long","ratio":7.84,"cost_price":5.6503,"current_price":6.59,"profit_rate":16.6318},{"market":"cnstock","symbol":"688498.SH","symbol_name":"\u6e90\u6770\u79d1\u6280","position_type":"long","ratio":7.53,"cost_price":1402.2965,"current_price":1571,"profit_rate":12.0305},{"market":"cnstock","symbol":"601126.SH","symbol_name":"\u56db\u65b9\u80a1\u4efd","position_type":"long","ratio":7.53,"cost_price":50.0592,"current_price":56.05,"profit_rate":11.9674},{"market":"cnstock","symbol":"300853.SZ","symbol_name":"\u7533\u660a\u79d1\u6280","position_type":"long","ratio":7.42,"cost_price":26.6586,"current_price":29.88,"profit_rate":12.0841},{"market":"cnstock","symbol":"688069.SH","symbol_name":"\u5fb7\u6797\u6d77","position_type":"long","ratio":7.33,"cost_price":35.7588,"current_price":39,"profit_rate":9.0639},{"market":"cnstock","symbol":"002580.SZ","symbol_name":"\u5723\u9633\u80a1\u4efd","position_type":"long","ratio":6.76,"cost_price":27.3242,"current_price":27.48,"profit_rate":0.5702},{"market":"cnstock","symbol":"300834.SZ","symbol_name":"\u661f\u8f89\u73af\u6750","position_type":"long","ratio":6.7,"cost_price":37.1766,"current_price":37.05,"profit_rate":-0.3405},{"market":"cnstock","symbol":"300767.SZ","symbol_name":"\u9707\u5b89\u79d1\u6280","position_type":"long","ratio":6.66,"cost_price":23.5006,"current_price":23.28,"profit_rate":-0.9389},{"market":"cnstock","symbol":"688448.SH","symbol_name":"\u78c1\u8c37\u79d1\u6280","position_type":"long","ratio":6.63,"cost_price":64.3827,"current_price":63.51,"profit_rate":-1.3555},{"market":"cnstock","symbol":"300489.SZ","symbol_name":"\u5149\u667a\u79d1\u6280","position_type":"long","ratio":6.57,"cost_price":99.1018,"current_price":96.8,"profit_rate":-2.3227},{"market":"cnstock","symbol":"300757.SZ","symbol_name":"\u7f57\u535a\u7279\u79d1","position_type":"long","ratio":6.38,"cost_price":508.0822,"current_price":482.1,"profit_rate":-5.1138},{"market":"cnstock","symbol":"603390.SH","symbol_name":"\u901a\u8fbe\u7535\u6c14","position_type":"long","ratio":6.33,"cost_price":14.1841,"current_price":13.35,"profit_rate":-5.8806}]'>
        
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        <div class="user-rank rank-10">
            14        </div>
        
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            <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/04/cbond_127070_SZ-3.jpg" alt="TOP14股票UQTOOL.COM人工智能量化轮动策略">
        </div>
        
        <div class="user-info">
            <h3 class="user-name">TOP14股票UQTOOL.COM人工智能量化轮动策略</h3>
                            <p class="user-bio">根据策略排行榜的高级评分买入前 TOP14股票，每日轮动一次...</p>
                        
            <!-- 添加收益率显示 - 使用 nav_stats 数据 -->
            <div class="user-stats-row" style="display: flex; gap: 12px; margin-top: 8px; flex-wrap: wrap;justify-content: center;">
                <div class="stat-item">
                    <span class="stat-label">年化收益</span>
                    <span class="stat-value profit-positive">
                        +832%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">vs沪深300</span>
                    <span class="stat-value profit-positive">
                        +1,052%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">阿尔法收益</span>
                    <span class="stat-value profit-positive">
                        +830%
                    </span>
                </div>
              
            </div>
        </div>
        
        <!-- 净值图区域 -->
        <div class="user-nav-chart" id="nav-chart-631">
            <div class="chart-container">
                <canvas id="navChart-631" width="300" height="120"></canvas>
                <!-- 最新收益率标记 - 使用 nav_stats 的总收益率 -->
                <div class="latest-return-badge" style="position: absolute; top: 5px; right: 5px; background: transparent; padding: 2px 6px; border-radius: 10px; font-size: 10px; font-weight: bold; color: #5cb3e6; z-index: 10;">
                    +1,073.5%
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<p>在金融市场的惊涛骇浪中，<strong>TOP14股票UQTOOL.COM人工智能量化轮动策略</strong>以其惊人的表现，成为投资者瞩目的焦点。该策略自运行以来，实现了<strong>总收益率1073.5%</strong>，年化收益率高达<strong>832.09%</strong>，这一数据不仅远超传统投资策略，更在量化投资领域树立了新的标杆。其最大回撤仅为<strong>11.05%</strong>，显示出卓越的风险控制能力，而<strong>阿尔法值830.04%</strong>和<strong>相对沪深300的超额收益1051.53%</strong>，则证明了其主动管理能力的强大。夏普比率高达<strong>37.479</strong>，意味着每单位风险带来的回报极为丰厚，胜率<strong>72.16%</strong>和盈亏比<strong>1.81</strong>进一步验证了策略的稳健性与盈利能力。</p>
<h4>策略核心：AI驱动的动态轮动</h4>
<p>该策略的成功，根植于<strong>UQTOOL.COM人工智能量化模型</strong>的先进算法。它并非依赖单一股票或静态配置，而是通过实时市场数据、技术指标、资金流向等多维因子，进行动态轮动。具体而言，策略核心包括：</p>
<ul>
<li><strong>多因子筛选</strong>：利用AI对数百个因子进行降维和权重优化，精准捕捉强势股票。</li>
<li><strong>轮动机制</strong>：定期调整持仓，剔除弱势股，纳入新晋强势股，保持组合的进攻性。</li>
<li><strong>风险约束</strong>：通过止损、仓位控制等规则，将最大回撤限制在11.05%以内，避免极端损失。</li>
</ul>
<h4>数据背后的投资逻辑</h4>
<p>1073.5%的收益并非偶然。从年化收益率832.09%来看，策略在短时间内实现了复利爆发，这得益于高胜率和正盈亏比的叠加效应。胜率72.16%意味着多数交易盈利，而盈亏比1.81则确保盈利幅度大于亏损幅度。此外，<strong>阿尔法830.04%</strong>表明策略独立于市场波动，即使在熊市或震荡市中，也能通过轮动获取超额收益。相对沪深300的超额收益1051.53%，更是直接体现了策略对基准指数的碾压性优势。</p>
<h4>风险与启示</h4>
<p>尽管数据亮眼，但投资者需警惕：高收益伴随高波动，11.05%的最大回撤在极端行情下可能被放大。策略的夏普比率37.479虽极高，但依赖于历史数据，未来市场结构变化可能导致模型失效。因此，建议投资者：</p>
<ul>
<li><strong>分散配置</strong>：不要全仓押注单一策略，应与其他低相关性策略组合。</li>
<li><strong>持续监控</strong>：定期回测和调整参数，适应市场风格切换。</li>
<li><strong>理性预期</strong>：历史收益不代表未来，应基于自身风险承受能力决策。</li>
</ul>
<h4>总结：AI量化的未来方向</h4>
<p>TOP14策略的表现，揭示了<strong>AI量化轮动</strong>在捕捉市场非有效性方面的巨大潜力。它通过算法快速响应市场变化，避免了人类情绪干扰。对于追求高收益的投资者而言，这是一条值得深入探索的路径。然而，任何策略都有生命周期，唯有不断迭代和风控，才能在长期市场中立于不败之地。</p>
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		<title>科创50增强ETF招商与通信ETF国泰：AI量化策略驱动下的高收益组合</title>
		<link>https://www.uqtool.com/7223.html</link>
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		<dc:creator><![CDATA[TOP30股票UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 14:00:39 +0000</pubDate>
				<category><![CDATA[基金故事]]></category>
		<category><![CDATA[理财故事]]></category>
		<guid isPermaLink="false">https://www.uqtool.com/?p=7223</guid>

					<description><![CDATA[🚀 抓住科创与通信双轮驱动，AI策略助你超越市场！ 📊 市场背景与开局 在当前市场环境下，科创50增强ETF招 [&#8230;]]]></description>
										<content:encoded><![CDATA[<div class="investment-analysis" style="max-width:100%">
<div class="article-intro">
<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 抓住科创与通信双轮驱动，AI策略助你超越市场！</strong></p>
</p></div>
<p>    <!-- 持仓信息短代码 --></p>
<div class="shortcode-holding" style="margin:20px 0">
        
    <!-- 持仓 -->
    <div class="swtool-holding-table">
        <div class="holding-header">
            <h5 class="padded">持仓信息</h5>
            <div class="follow-trade-actions">
                            </div>
        </div>
        <table>
            <thead>
                <tr>
                    <th>合约代码</th>                        
                    <th>年化收益</th>                          
                    <th>昨日仓位</th>
                    <th>持仓成本</th>
                </tr>
            </thead>
            <tbody id="swtool-holding-body">
                                                                                    <tr class="holding-row" data-symbol="588450.SH" data-market="fund">
                            <td class="symbol-cell">
                                <div class="symbol-with-action">
                                    <!-- 显示符号代码（可能包含链接） -->
                                    <span class="symbol-code">
                                        <a href="https://www.uqtool.com/futurescom/search?q=588450.SH" target="_blank" style="color: blue; text-decoration: underline;">588450.SH</a>                                    </span>
                                    
                                                                            <a href="https://www.uqtool.com/wp-login.php?redirect_to=https%3A%2F%2Fwww.uqtool.com%2F7223.html" 
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                                            登录跟单
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                                                                    </div>
                            </td>
                            <td class="annual-return-cell profit">
                                9%                            </td>
                            <td class="position-cell">
                                8,493                            </td>
                            <td class="cost-cell">
                                419.00                            </td>
                            <td class="action-cell">
                                <div class="quick-actions">
                                    <button class="quick-action-btn view-chart" data-symbol="588450.SH" title="查看图表">
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                                                                                            <tr class="holding-row" data-symbol="515880.SH" data-market="fund">
                            <td class="symbol-cell">
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                                        <a href="https://www.uqtool.com/futurescom/search?q=515880.SH" target="_blank" style="color: blue; text-decoration: underline;">515880.SH</a>                                    </span>
                                    
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                            </td>
                            <td class="annual-return-cell profit">
                                21%                            </td>
                            <td class="position-cell">
                                2,902                            </td>
                            <td class="cost-cell">
                                347.00                            </td>
                            <td class="action-cell">
                                <div class="quick-actions">
                                    <button class="quick-action-btn view-chart" data-symbol="515880.SH" title="查看图表">
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                        </tr>
                                                                        </tbody>
            <thead>
                <tr>
                    <th>总市值</th>                        
                    <th>可用资金</th>                          
                    <th>总盈亏</th>
                    <th>持股变动</th>
                </tr>
            </thead>
            <tbody id="swtool-holding-head">
                <tr class="summary-row">
                    <td class="total-market-value">
                        <span class="summary-value">1,234,567.89</span>
                    </td>
                    <td class="available-cash">
                        <span class="summary-value">500,000.00</span>
                    </td>
                    <td class="total-profit-loss profit">
                        <span class="summary-value">+34,567.89</span>
                    </td>
                    <td class="position-change positive">
                        <span class="summary-value">+2</span>
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            <h3 style="text-align: center;">AI策略实时预测</h3>
        <div id="swtool-prediction-tool">        
            <div id="swtool-prediction-section">           
            <div class="swtool-predict-header">
           
                    <div style="display: flex; gap: 10px; align-items: center;">
                            <!-- 原有的使用说明按钮 -->
                            <a href="/readme" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d6.png" alt="📖" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>策略教程
                            </a>
                            <!-- 新增的股神交流按钮 -->
                            <a href="/gushenjiaoliu" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ac.png" alt="💬" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>股神交流
                            </a>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">剩余次数:</a><span id="prediction-remaining-counter">1/1</span>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=money" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">可用积分:</a><span id="prediction-points-counter">0</span>                   
                    </div>
                    </div>
 
            </div> 
                          

                    <form id="swtool-prediction-form">
                        <!-- 隐藏的API密钥选择 -->
                        <select id="api_key" name="api_key" class="swtool-select" style="display: none;">
                                                            <option value="SYhh2eSriqzFX3WZys5lOxuJKrXDlme0">SYhh2eSriqzFX3WZys5lOxuJKrXDlme0</option>
                                                    </select>

                        <!-- 市场选择 -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-market">市场：</label>
                            <select id="prediction-market" name="prediction-market" class="swtool-select">
                                                                    <option value="gold" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold（黄金）
                                    </option>
                                                                    <option value="gold_com" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com（黄金组合）
                                    </option>
                                                                    <option value="forex" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex（外汇）
                                    </option>
                                                                    <option value="forex_com" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com（外汇组合）
                                    </option>
                                                                    <option value="cnindex" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex（指数）
                                    </option>
                                                                    <option value="cnindex_com" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com（指数组合）
                                    </option>
                                                                    <option value="cnstock" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock（股票）
                                    </option>
                                                                    <option value="cnstock_com" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com（股票组合）
                                    </option>
                                                                    <option value="cbond" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond（可转债）
                                    </option>
                                                                    <option value="cbond_com" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com（可转债组合）
                                    </option>
                                                                    <option value="futures" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures（期货）
                                    </option>
                                                                    <option value="futures_com" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com（期货组合）
                                    </option>
                                                                    <option value="fund" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund（基金）
                                    </option>
                                                                    <option value="fund_com" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                             selected='selected'>
                                        fund_com（基金组合）
                                    </option>
                                                                    <option value="cnoption" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption（期权）
                                    </option>
                                                                    <option value="cnoption_com" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com（期权组合）
                                    </option>
                                                                    <option value="citic_index" 
                                            data-default-code="CI005002.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index（中信指数）
                                    </option>
                                                                    <option value="citic_index_com" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,10000"
                                            >
                                        citic_index_com（中信指数组合）
                                    </option>
                                                                    <option value="sw_index" 
                                            data-default-code="801001.SI"
                                            data-default-price="3000"
                                            >
                                        sw_index（申万指数）
                                    </option>
                                                                    <option value="sw_index_com" 
                                            data-default-code="801001.SI,801002.SI"
                                            data-default-price="3000,10000"
                                            >
                                        sw_index_com（申万指数组合）
                                    </option>
                                                                    <option value="global_index" 
                                            data-default-code="CSX5P"
                                            data-default-price="3000"
                                            >
                                        global_index（全球指数）
                                    </option>
                                                                    <option value="global_index_com" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="3000,10000"
                                            >
                                        global_index_com（全球指数组合）
                                    </option>
                                                                    <option value="citic_index_basic" 
                                            data-default-code="CI005001.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index_basic（中信指数）
                                    </option>
                                                                    <option value="citic_index_com_basic" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,3200"
                                            >
                                        citic_index_com_basic（中信指数组合）
                                    </option>
                                                                    <option value="sw_index_basic" 
                                            data-default-code="801010.SI"
                                            data-default-price="2800"
                                            >
                                        sw_index_basic（申万指数）
                                    </option>
                                                                    <option value="sw_index_com_basic" 
                                            data-default-code="801010.SI,801020.SI"
                                            data-default-price="2800,2900"
                                            >
                                        sw_index_com_basic（申万指数组合）
                                    </option>
                                                                    <option value="global_index_basic" 
                                            data-default-code="AS51"
                                            data-default-price="4500"
                                            >
                                        global_index_basic（全球指数）
                                    </option>
                                                                    <option value="global_index_com_basic" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="4500,34000"
                                            >
                                        global_index_com_basic（全球指数组合）
                                    </option>
                                                                    <option value="cnindex_basic" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex_basic（cnindex_basic）
                                    </option>
                                                                    <option value="cnindex_com_basic" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com_basic（cnindex_com_basic）
                                    </option>
                                                                    <option value="cnstock_basic" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock_basic（cnstock_basic）
                                    </option>
                                                                    <option value="cnstock_com_basic" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com_basic（cnstock_com_basic）
                                    </option>
                                                                    <option value="fund_basic" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund_basic（fund_basic）
                                    </option>
                                                                    <option value="fund_com_basic" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                            >
                                        fund_com_basic（fund_com_basic）
                                    </option>
                                                                    <option value="cbond_basic" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond_basic（cbond_basic）
                                    </option>
                                                                    <option value="cbond_com_basic" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com_basic（cbond_com_basic）
                                    </option>
                                                                    <option value="gold_basic" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold_basic（gold_basic）
                                    </option>
                                                                    <option value="gold_com_basic" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com_basic（gold_com_basic）
                                    </option>
                                                                    <option value="forex_basic" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex_basic（forex_basic）
                                    </option>
                                                                    <option value="forex_com_basic" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com_basic（forex_com_basic）
                                    </option>
                                                                    <option value="futures_basic" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures_basic（futures_basic）
                                    </option>
                                                                    <option value="futures_com_basic" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com_basic（futures_com_basic）
                                    </option>
                                                                    <option value="cnoption_basic" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption_basic（cnoption_basic）
                                    </option>
                                                                    <option value="cnoption_com_basic" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com_basic（cnoption_com_basic）
                                    </option>
                                                            </select>
                        </div>

                        <!-- 股票代码输入（带搜索功能） -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-code">代码：</label>
                            <div style="position: relative;">
                                <input type="text" id="prediction-code" name="prediction-code" 
                                    value="588450.SH,515880.SH" 
                                    class="swtool-input " autocomplete="off">
                                <div id="stock-search-results" style="display: none; position: absolute; z-index: 1000; background: white; width: 100%; max-height: 300px; overflow-y: auto; border: 1px solid #ddd; box-shadow: 0 2px 5px rgba(0,0,0,0.1);"></div>
                            </div>
                            <small style="display: block; color: #666;">
                                输入代码或名称快速搜索，多个用逗号分隔
                            </small>
                        </div>

                        <!-- 价格输入 -->
                        <div class="swtool-predict-input-group">
                        <label for="prediction-price">价格：</label>
                            <input type="text" id="prediction-price" name="prediction-price" 
                                value="2.06|1.98|2.071|1.98|90877|18580.7,1.321|1.339|1.344|1.302|15167800|2002930" 
                                class="swtool-input " pattern="[0-9.,]+" title="请输入数字，多个价格用逗号分隔">
                        </div>
                        <small style="display: block; color: #666;">
                        <span style="color: red;">输入最新价格序列：收盘价|开盘价|最高价|最低价|成交量|成交额</span>；多合约用逗号分隔。
                            </small>                         

                        <!-- 预测按钮 -->
                        <div class="swtool-predict-actions">
                                                            <a href="https://www.uqtool.com/wp-login.php" class="swtool-button" style="text-decoration: none; display: inline-block;">
                                    请登录后预测
                                </a>
                                                    </div>
                        
                    </form>

                    <!-- 预测结果显示区域 -->             
    <!-- 预测结果显示区域 -->             
<div id="swtool-prediction-result" style="margin-top: 20px; display: none;">
    <div class="swtool-predict-result-container">
        <div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 10px;">
            <h4 style="margin: 0;">预测结果</h4>
        </div>
        <div id="prediction-results-container"></div>

    </div>
    
    <!-- CURL命令显示 -->
    <div id="prediction-curl-container" style="margin-top: 15px; padding: 10px; background-color: #f0f0f0; border-radius: 4px;">
        <div style="font-weight: bold; margin-bottom: 5px;">CURL命令(预测源码)：</div>
        <div id="prediction-curl-command" style="font-family: monospace; word-break: break-all; margin-bottom: 10px;"></div>
        <button class="swtool-button" id="prediction-copy-curl">复制CURL命令</button>
        <span id="prediction-copy-status" style="margin-left: 10px; color: green; display: none;">已复制！</span>
    </div>
</div>

    <script>
    // 在JavaScript部分添加查看预测帖子功能
    document.addEventListener('DOMContentLoaded', function() {
        const viewPredictionPostBtn = document.getElementById('swtool-view-prediction-post');
        
        if (viewPredictionPostBtn) {
            viewPredictionPostBtn.addEventListener('click', function(e) {
                e.preventDefault();
                viewPredictionStockPost();
            });
        }
        
        function viewPredictionStockPost() {
            const market = document.getElementById('prediction-market').value;
            const code = document.getElementById('prediction-code').value.trim();
            
            if (!market || !code) {
                alert('请先输入股票代码');
                return;
            }
            
            // 显示加载状态
            const originalText = viewPredictionPostBtn.innerHTML;
            viewPredictionPostBtn.innerHTML = '<span style="margin-right: 5px;">&#x23f3;</span>查询中...';
            viewPredictionPostBtn.style.pointerEvents = 'none';
            
            // 获取股票名称（如果有）
            const codes = code.split(/[,，]/);
            const mainCode = codes[0].trim();
            
            // 构建帖子标题（与ranking查询一致的方式）
            const fixTitle = '人工智能量化交易策略';
            
            // 先搜索股票信息获取名称
            jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                action: 'swtool_search_stocks',
                market: market.replace(/_com$/, ''),
                query: mainCode
            }, function(searchResponse) {
                if (searchResponse.success && searchResponse.data.length > 0) {
                    const stockInfo = searchResponse.data[0];
                    const stockName = stockInfo.name;
                    const tsCode = stockInfo.ts_code;
                    
                    // 构建帖子标题（与ranking查询一致）
                    const postTitle = (stockName != tsCode) 
                        ? stockName + '[' + tsCode + ']' + fixTitle 
                        : tsCode + fixTitle;
                    
                    // 检查帖子是否存在
                    jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                        action: 'swtool_check_post_exists',
                        post_title: postTitle,
                        nonce: 'cfb7502937'
                    }, function(response) {
                        if (response.success) {
                            if (response.data.exists) {
                                // 帖子存在，跳转到帖子
                                window.open(response.data.post_url, '_blank');
                            } else {
                                // 帖子不存在，调用创建帖子函数（使用ranking中的方法）
                                createNewPost(null, market.replace(/_com$/, ''), tsCode);
                            }
                        } else {
                            alert('查询帖子失败，请重试');
                        }
                        
                        // 恢复按钮状态
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    }).fail(function() {
                        alert('网络错误，请重试');
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    });
                    
                } else {
                    alert('未找到股票信息，请检查代码是否正确');
                    viewPredictionPostBtn.innerHTML = originalText;
                    viewPredictionPostBtn.style.pointerEvents = 'auto';
                }
            }).fail(function() {
                alert('搜索股票失败，请重试');
                viewPredictionPostBtn.innerHTML = originalText;
                viewPredictionPostBtn.style.pointerEvents = 'auto';
            });
        }
    });


    // 复用ranking中的createNewPost函数
    function createNewPost(linkElement, market, tsCode) {
        let originalText, linkElementObj;
        text=currentLang === 'zh'?' 跳转中':'Loading';
        if (linkElement) {
            // 如果提供了 linkElement，处理按钮状态
            originalText = linkElement.textContent.replace("&#x1f441;", "");
            linkElement.textContent = originalText + text;
            linkElement.style.textDecoration = 'underline';
            linkElement.disabled = true;
            linkElementObj = linkElement;
        } else {
            // 如果没有提供 linkElement，创建一个虚拟对象来管理状态
            originalText = tsCode;
            linkElementObj = {
                textContent: originalText,
                style: {},
                disabled: false,
                textContentSetter: function(value) { this.textContent = value; }
            };
        }

        let dotCount = 0;
        let intervalId = setInterval(() => {
            dotCount = (dotCount + 1) % 4;
            if (linkElement) {
                linkElement.textContent = originalText + text + '.'.repeat(dotCount);
            } else {
                linkElementObj.textContentSetter(originalText + text + '.'.repeat(dotCount));
            }
        }, 500);

        // 恢复按钮状态的函数
        function resetButton() {
            clearInterval(intervalId);
            if (linkElement) {
                // 正确恢复原始文本
                linkElement.textContent = originalText + '(&#x1f441;)';
                linkElement.disabled = false;
            }
        }

    // 发送 AJAX 请求调用 swtool_single_post_event 函数
    fetch('https://www.uqtool.com/wp-admin/admin-ajax.php', {
        method: 'POST',
        headers: {
            'Content-Type': 'application/x-www-form-urlencoded',
        },
        body: new URLSearchParams({
            action: 'swtool_single_post_event_menual',
            market: market,
            ts_code: tsCode,
            nonce: '3793565acd'
        })
    })
    .then(response => {
        if (!response.ok) {
            text=currentLang === 'zh'?'网络请求失败':'Fail to connect';
            throw new Error(text);
        }
        return response.json();
    })
    .then(data => {
        if (data.success && data.data.post_id) {
            // 跳转至新创建的帖子页面
            clearInterval(intervalId);
            window.location.href = 'https://www.uqtool.com?p=' + data.data.post_id;
        } else {
            // 请求成功但创建失败，恢复按钮文本
            resetButton();
            text=currentLang === 'zh'?'请重试':'Try again';
            alert('Error: ' + (data.data.message || text));
        }
    })
    .catch(error => {
        // 请求失败，恢复按钮文本
        resetButton();
        text=currentLang === 'zh'?'网络链接失败，请重试':'Cannot connect web,try again';
        alert(text);
    });
    }

                    </script>

            <style>
            /* 预期周收益卡片样式 */
            @keyframes fadeInUp {
                from {
                    opacity: 0;
                    transform: translateY(10px);
                }
                to {
                    opacity: 1;
                    transform: translateY(0);
                }
            }

            .gain-prediction-card {
                animation: fadeInUp 0.5s ease-out;
            }
            .gain-prediction-card {
                background: linear-gradient(135deg, #f8f9fa 0%, #ffffff 100%);
                border: 1px solid #e1e4e8;
                border-radius: 12px;
                padding: 16px;
                margin: 12px 0;
                box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
                transition: all 0.3s ease;
            }

            .gain-prediction-card:hover {
                box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
                transform: translateY(-2px);
            }

            .gain-header {
                display: flex;
                align-items: center;
                margin-bottom: 10px;
                padding-bottom: 8px;
                border-bottom: 1px solid #f0f0f0;
            }

            .gain-icon {
                font-size: 18px;
                margin-right: 8px;
                color: #666;
            }

            .gain-title {
                font-size: 14px;
                font-weight: 600;
                color: #555;
                letter-spacing: 0.5px;
            }

            .gain-value {
                font-size: 28px;
                font-weight: 700;
                text-align: center;
                margin: 12px 0;
                padding: 8px;
                border-radius: 8px;
                font-family: 'SF Mono', 'Monaco', 'Inconsolata', 'Fira Code', monospace;
            }

            .gain-description {
                font-size: 13px;
                text-align: center;
                color: #666;
                font-weight: 500;
                padding-top: 6px;
                border-top: 1px dashed #e8e8e8;
            }

            /* 收益等级颜色 */
            .gain-excellent {
                color: #ff0000;
                background: linear-gradient(135deg, rgba(255, 0, 0, 0.08), rgba(255, 0, 0, 0.02));
                border: 1px solid rgba(255, 0, 0, 0.2);
            }

            .gain-great {
                color: #ff6b6b;
                background: linear-gradient(135deg, rgba(255, 107, 107, 0.08), rgba(255, 107, 107, 0.02));
                border: 1px solid rgba(255, 107, 107, 0.15);
            }

            .gain-good {
                color: #ff9f43;
                background: linear-gradient(135deg, rgba(255, 159, 67, 0.08), rgba(255, 159, 67, 0.02));
                border: 1px solid rgba(255, 159, 67, 0.15);
            }

            .gain-slight {
                color: #feca57;
                background: linear-gradient(135deg, rgba(254, 202, 87, 0.08), rgba(254, 202, 87, 0.02));
                border: 1px solid rgba(254, 202, 87, 0.15);
            }

            .loss-slight {
                color: #54a0ff;
                background: linear-gradient(135deg, rgba(84, 160, 255, 0.08), rgba(84, 160, 255, 0.02));
                border: 1px solid rgba(84, 160, 255, 0.15);
            }

            .loss-moderate {
                color: #5f27cd;
                background: linear-gradient(135deg, rgba(95, 39, 205, 0.08), rgba(95, 39, 205, 0.02));
                border: 1px solid rgba(95, 39, 205, 0.15);
            }

            .loss-significant {
                color: #341f97;
                background: linear-gradient(135deg, rgba(52, 31, 151, 0.08), rgba(52, 31, 151, 0.02));
                border: 1px solid rgba(52, 31, 151, 0.15);
            }

            .loss-severe {
                color: #00d2d3;
                background: linear-gradient(135deg, rgba(0, 210, 211, 0.08), rgba(0, 210, 211, 0.02));
                border: 1px solid rgba(0, 210, 211, 0.15);
            }

            /* 响应式设计 */
            @media (max-width: 768px) {
                .gain-prediction-card {
                    padding: 12px;
                }
                
                .gain-value {
                    font-size: 24px;
                    padding: 6px;
                }
                
                .gain-description {
                    font-size: 12px;
                }
            }
                /* 新增图表容器样式 */
    #prediction-chart-container {
        border: 1px solid #e0e0e0;
        background: white;
    }

    #prediction-chart-container h5 {
        color: #333;
        font-weight: 600;
    }

    /* 查看帖子按钮悬停效果 */
    #swtool-view-prediction-post:hover {
        background-color: #0073aa;
        color: white;
        text-decoration: none;
    }
                .prediction-error {
                    padding: 15px;
                    background-color: #fff3f3;
                    border-left: 4px solid #ff6b6b;
                    margin-bottom: 15px;
                    border-radius: 4px;
                }

                .prediction-error h4 {
                    color: #d32f2f;
                    margin-top: 0;
                    margin-bottom: 10px;
                    font-size: 16px;
                }

                .error-message {
                    color: #5f2120;
                    line-height: 1.5;
                    font-size: 14px;
                }
                /* 加载动画样式 */
                .loading-dots {
                    display: inline-block;
                    width: 20px;
                    text-align: left;
                    animation: dots-blink 1.4s infinite both;
                    color:rgb(240, 240, 15);
                }
                
                @keyframes dots-blink {
                    0%, 30% { opacity: 0; }
                    70% { opacity: 1; }
                    100% { opacity: 0; }
                }
                
                .loading-dots::after {
                    content: "";
                    animation: dots-change 1.4s infinite both;
                }
                
                @keyframes dots-change {
                    0% { content: ""; }
                    30% { content: "."; }
                    70% { content: "."; }
                    100% { content: ""; }
                }
                
                /* 按钮样式修复 */
                #swtool-predict-button {
                    /* 触摸友好尺寸 */
                    min-width: 150px !important;
                    min-height: 50px !important;
                    padding: 14px 28px !important;
                    font-size: 16px !important;

                    
                    /* 禁用所有可能干扰点击的效果 */
                    -webkit-tap-highlight-color: transparent !important;
                    -webkit-touch-callout: none !important;
                    touch-action: manipulation !important;
                    user-select: none !important;
                    transform: translateZ(0) !important;
                    will-change: transform !important;
                    
                    /* 确保按钮可见 */
                    position: relative;
                    z-index: 9999;
                    opacity: 1 !important;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                    box-shadow: none !important;
                    transition: none !important;
                    margin: 0 auto; /* 添加自动边距确保居中 */
                    display: block; /* 改为块级元素以便margin auto生效 */
                }
                
                #swtool-predict-button:active {
                    opacity: 0.8 !important;
                    transform: scale(0.98) translateZ(0) !important;
                }

                /* 禁用伪元素干扰 */
                #swtool-predict-button::before, 
                #swtool-predict-button::after {
                    display: none !important;
                }

                /* 移动端优化 */
                @media (max-width: 768px) {
                    #swtool-predict-button {
                        min-width: 180px !important;
                        min-height: 60px !important;
                        padding: 16px 32px !important;
                        font-size: 18px !important;
                        width: 100%; /* 小屏幕按钮宽度100% */
                        max-width: 300px; /* 但不超过300px */   
                    }
                    .swtool-predict-actions {
                    flex-direction: column; /* 小屏幕改为垂直布局 */
                    }
                    
                    .stock-search-item {
                        padding: 14px 16px !important;
                        min-height: 48px !important;
                    }
                    
                    /* 确保触摸目标足够大 */
                    input, select, button {
                        min-height: 44px !important;
                    }
                }

                .swtool-predict-container {
                    max-width: 1000px;
                    margin: 0 auto;
                    background-color: white;
                    padding: 20px;
                    border-radius: 8px;
                    box-shadow: 0 2px 5px rgba(0,0,0,0.1);
                }
                
                .swtool-predict-header {
                    display: flex;
                    flex-wrap: wrap;
                    align-items: center;
                    justify-content: center; /* 确保所有子元素居中对齐 */
                    margin-bottom: 15px;
                    border-bottom: 1px solid #eee;
                    padding-bottom: 15px;
                }
                
                .swtool-predict-header h3 {
                    text-align: center;
                    /* 移除flex属性和右侧margin，确保标题在所有屏幕居中 */
                    margin: 0 auto 10px; 
                    min-width: 300px;
                }
                
                .swtool-predict-counter {
                    margin: 0 15px 10px;
                    color: #666;
                    font-size: 14px;
                    text-align: left;
                    min-width: 120px;
                }
                
                .swtool-predict-input-group {
                    margin-bottom: 15px;
                }
                
                .swtool-predict-input-group label {
                    display: block;
                    margin-bottom: 5px;
                    font-weight: bold;
                }
                
                .swtool-select, .swtool-input {
                    width: 100%;
                    padding: 8px 12px;
                    border: 1px solid #ddd;
                    border-radius: 4px;
                    box-sizing: border-box;
                }
                
                .swtool-button {
                    padding: 10px 20px;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    font-size: 16px !important;
                    -webkit-tap-highlight-color: transparent !important;
                    touch-action: manipulation !important;
                    user-select: none !important;
                    min-height: 44px !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                }
                
                .swtool-button:hover {
                    background-color: #006699 !important;
                }
                
                .swtool-button:disabled {
                    background-color: #cccccc !important;
                    cursor: not-allowed !important;
                }
                
                .swtool-predict-result-container {
                    background-color: #f8f9fa;
                    border-radius: 5px;
                    padding: 15px;
                    margin-top: 15px;
                }
                
                .prediction-result-item {
                    margin-bottom: 15px;
                    padding: 10px;
                    background-color: white;
                    border-radius: 5px;
                    box-shadow: 0 1px 3px rgba(0,0,0,0.1);
                }
                
                .position-display {
                    font-size: 18px;
                    font-weight: bold;
                    margin: 10px 0;
                }
                
                .reason-display {
                    margin: 10px 0;
                    color: #555;
                }
                
                .strong-buy {color: #ff0000;  }
                .buy { color: #ff5555; }
                .hold { color: #888888; }
                .sell { color: #55cc55; }
                .strong-sell { color: #00aa00; }
                
                .loading-spinner {
                    display: inline-block;
                    width: 20px;
                    height: 20px;
                    border: 3px solid rgb(207, 39, 185);
                    border-radius: 50%;
                    border-top-color:rgb(255, 238, 85);
                    animation: spin 1s ease-in-out infinite;
                    margin-right: 10px;
                }
                
                @keyframes spin {
                    to { transform: rotate(360deg); }
                }
                
                .default-value {
                    color: #999;
                    font-style: italic;
                }
                
                .stock-search-item:hover {
                    background-color: #f5f5f5;
                }
                
                .swtool-predict-alert {
                    background-color: #fff3cd;
                    border-left: 4px solid #ffc107;
                    padding: 15px;
                    margin-bottom: 20px;
                }
                
                .swtool-predict-alert p {
                    margin: 0 0 15px 0;
                    color: #856404;
                }
                
                .swtool-predict-actions {
                display: flex;
                justify-content: center; /* 水平居中 */
                align-items: center; /* 垂直居中 */
                gap: 10px;
                flex-wrap: wrap;
                width: 100%; /* 确保容器宽度足够 */
                margin: 20px 0; /* 添加上下边距 */
            }
            </style>
               
    
    </div>
<p>    <!-- 图表短代码 --></p>
<div class="shortcode-chart" style="margin:20px 0">
           
   <div class="swtool-chart-only-container" style="position: relative;"> 
     <!--策略简介---->
         <h5 class="padded">净值曲线</h5>
         <div class="swtool-subscription">    
        <button id="swtool-subscription-button" class="swtool-button subscribe">
            订阅报告(<span style="color: yellow;">950</span>人)        </button>
                    <div id="swtool-subscription-form" style="display: none;">
                <div class="input-container"> <!-- 新增的父容器 -->
                    <input type="email" id="swtool-subscription-email" value="" placeholder="请输入电子邮件" />
                </div>
                <div id="swtool-email-suffix-list" style="display: none;"></div>
                <button id="swtool-subscription-submit">提交</button>
            </div>
        
    <div>
        <div class="swtool-chart-tabs">         
            <button class="swtool-tab active" data-range="1y">1年</button> 
                
        </div>
    </div>
        <div class="swtool-chart">
        <canvas id="swtool-chart-fund_588450.SH,515880.SH"></canvas>
                    <div class="chart-logo">
                <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/04/108.png" alt="Logo">
            </div>
                            <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" class="chart-lock" id="chart-lock-fund_588450.SH,515880.SH" title="VIP解锁全部趋势信号">
                <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f512.png" alt="🔒" class="wp-smiley" style="height: 1em; max-height: 1em;" />
            </a>
                <div class="chart-fullscreen" id="chart-fullscreen-fund_588450.SH,515880.SH" title="全屏显示">
        ⛶
    </div>
        </div>
    </div>
       
        <!--弹幕---->
        <div class="danmu-container">
                    </div>  
      
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ca.png" alt="📊" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 市场背景与开局</h2>
<p style="line-height:1.6">在当前市场环境下，科创50增强ETF招商（588450.SH）和通信ETF国泰（515880.SH）组合展现出强劲的增长潜力，受益于科技创新和通信行业的政策利好与资金流入，整体表现优于大盘基准。</p>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/fund_588450_SH-3.jpg" alt="科创50增强ETF招商,通信ETF国泰[588450.SH,515880.SH] 策略表现图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图1：科创50增强ETF招商,通信ETF国泰[588450.SH,515880.SH] AI策略净值走势(合约1)</p>
</p></div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c8.png" alt="📈" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 持仓信号深度解读</h2>
<p style="line-height:1.6">基于策略信号，当前持仓偏向科创50增强ETF和通信ETF，前者受益于科技自主创新政策，后者受5G和算力基建推动。多空力量对比显示多头占优，但策略建议保持灵活，关注行业轮动信号。</p>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略核心优势</h3>
<p style="line-height:1.6">我们的AI量化策略基于多因子模型，结合市场情绪、资金流向和技术指标，动态调整持仓权重。该策略通过机器学习优化，能够快速捕捉科创板和通信板块的轮动机会，降低主观偏差，提升投资效率。</p>
<div class="middle-section" style="margin:20px 0">
<p style="line-height:1.6">策略关键指标表现亮眼：夏普比率高达647.1%，远优于基准，表明每单位风险获取的回报极高；阿尔法收益率达8,687.4%，凸显策略的选股和择时能力。与基准对比，贝塔收益率65.2%显示组合对市场波动的敏感度适中，但超额收益显著。</p>
</p></div>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/fund_515880_SH.jpg" alt="科创50增强ETF招商,通信ETF国泰[588450.SH,515880.SH] 策略信号图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图2：科创50增强ETF招商,通信ETF国泰[588450.SH,515880.SH] AI策略净值走势(合约2)</p>
</p></div>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d0.png" alt="📐" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略指标解析</h3>
<p style="line-height:1.6">该策略在不同市场环境下均表现出适应性：在牛市中，高贝塔特性放大收益；在震荡市中，低回撤和夏普比率优势确保风险调整后收益；在下跌市中，AI模型通过止损和仓位控制有效规避大幅损失。</p>
<p>    <!-- 策略分析短代码 --></p>
<div class="shortcode-strategy" style="margin:20px 0">
            <!-- 主容器 -->
    <div class="swtool-strategy-container">
        <!-- 策略分析区块 -->
        <div class="swtool-strategy-section">
            <h5 class="swtool-section-title">策略分析</h5>  
            
            <!-- 策略指标表格 -->
            <div class="swtool-strategy-table-container">
                <table class="swtool-data-table">
                    <thead>
                        <tr>
                        <th>指标</th>
                        <th>数值</th>
                        <th>解释</th>
                        </tr>
            </thead>
            <tbody id="swtool-strategy-intro-body">
                <!-- 静态策略简介数据 -->
                <tr>
                    <td>AI Strategy</td>
                    <td id="strategy-net-value" class="metric-value">-</td>
                    <td>初始净值1，策略无杠杆交易累计收益</td>
                </tr>
                <tr>
                    <td>Buy-and-Hold</td>
                    <td id="basic-net-value" class="metric-value">-</td>
                    <td>初始净值1，买入并持有的无杠杆交易累计收益</td>
                </tr>
                
                <tr>
                    <td>年化收益</td>
                    <td id="annual-return" class="metric-value">-</td>
                    <td>基于净值计算的实际年化收益率(%)</td>
                </tr>
                <tr>
                        <td>预期周收益</td>
                        <td id="five-days-gain" class="metric-value">-</td>
                        <td>AI预测的周收益率(%)，负数表示周偏空</td>
                    </tr>
                <tr>
                <tr>
                        <td>预测准确率</td>
                        <td id="accuracy" class="metric-value">-</td>
                        <td>AI预测的周预测方向性精度(%)</td>
                    </tr>
                    <tr>
                    <td>收益回撤比</td>
                    <td id="return-drawdown-ratio" class="metric-value">-</td>
                    <td>策略收益/最大回撤，交易风险比例</td>
                </tr>
                <tr>
                    <td>最大回撤</td>
                    <td id="max-drawdown" class="metric-value">-</td>
                    <td>策略历史中，从高点的最大回撤幅度</td>
                </tr>
                <tr>
                    <td>夏普比率</td>
                    <td id="sharpe-ratio" class="metric-value">-</td>
                    <td>策略风险调整后收益指标，越高越好</td>
                </tr>
                <tr>
                    <td>阿尔法收益率</td>
                    <td id="alpha-return" class="metric-value">-</td>
                    <td>策略历史中，相对基准的收益率</td>
                </tr>
                <tr>
                    <td>贝塔风险系数</td>
                    <td id="beta-return" class="metric-value">-</td>
                    <td>策略历史中，相对市场系统风险比</td>
                </tr>
                <tr>
                    <td>连续亏损天数</td>
                    <td id="continuous-loss-days" class="metric-value">-</td>
                    <td>合约历史中出现过最大连续亏损天数</td>
                </tr>
                <tr>
                    <td>连续空头持仓</td>
                    <td id="continuous-short-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续空头持仓天数</td>
                </tr>
                <tr>
                    <td>连续多头持仓</td>
                    <td id="continuous-long-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续多头持仓天数</td>
                </tr>
                <tr>
                    <td>平均持仓信号</td>
                    <td id="continuous-trend" class="metric-value">-</td>
                    <td>合约从当前日期往前30天平均持仓信号,范围[-10,10]</td>
                </tr>
                <tr>
                    <td>高级评分</td>
                    <td id="ranking" class="metric-value">-</td>
                    <td>策略指标加权综合得分，范围0~100分</td>
                </tr>
            </tbody>       
        </table>
        
        <!-- AI点评部分 -->
        <div id="swtool-ai-comment-container">
            <table>
                <tbody id="swtool-strategy-intro-body_ai">
                    <tr>
                        <td colspan="3">我是AI策略评论师，准备给你发表这个AI趋势量化交易策略的看法......</td>
                    </tr>
                </tbody>
            </table>
        </div>
    </div>
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dc.png" alt="📜" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 历史表现回顾</h2>
<p style="line-height:1.6">历史回测数据显示，该组合年化收益高达444.6%，最大回撤仅4.6%，阿尔法收益8,687.4%证明策略持续创造超额价值。策略评分87.56（满分100），进一步验证其稳健性和有效性。</p>
<p>    <!-- 历史记录短代码 --></p>
<div class="shortcode-history" style="margin:20px 0">
            
 
    <div class="swtool-trade-history">    
        <h5 class="padded">交易记录</h5>        
        <table>
            <thead>
                <tr>
                    <th>交易日期</th>
                    <th>AI Strategy</th>    
                    <th>年化收益</th> 
                    <th>持仓仓位</th>  
                    <th>交易方向</th>
                </tr>
            </thead>
            <tbody id="swtool-trade-history-body">
                <!-- 动态生成历史成交记录 -->
            </tbody>
        </table>
        </table>
        <!-- 分页导航 -->
        <div class="swtool-pagination-history">
            <button class="pagination-button" id="swtool-pagination-history-first">第一页</button>
            <button class="pagination-button" id="swtool-pagination-history-prev">上一页</button>
            <input type="number" id="swtool-pagination-history-input" min="1" value="1">
            <button class="pagination-button" id="swtool-pagination-history-go">跳转</button>
            <button class="pagination-button" id="swtool-pagination-history-next">下一页</button>
            <button class="pagination-button" id="swtool-pagination-history-last">最后一页</button>
        </div>

    </div>
    
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<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3af.png" alt="🎯" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 科创50增强ETF与通信ETF组合在AI策略加持下，展现出强大的增长潜力和风险控制能力。现在就是布局未来的最佳时机，立即关注并行动，把握科技与通信红利！</strong></p>
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<p class="disclaimer" style="font-size:12px;color:#999;margin-top:20px">本文由 UQTOOL.COM AI 量化策略系统自动生成，数据仅供参考，投资有风险，入市需谨慎。</p>
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		<title>TOP11期权AI量化轮动策略年化242的卓越表现</title>
		<link>https://www.uqtool.com/7220.html</link>
					<comments>https://www.uqtool.com/7220.html#respond</comments>
		
		<dc:creator><![CDATA[TOP30股票UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 13:02:00 +0000</pubDate>
				<category><![CDATA[炒股策略]]></category>
		<guid isPermaLink="false">https://www.uqtool.com/7220.html</guid>

					<description><![CDATA[在近期复杂多变的金融市场中，TOP11期权UQTOOL.COM人工智能量化轮动策略凭借其卓越的AI算法与量化轮 [&#8230;]]]></description>
										<content:encoded><![CDATA[    <div class="user-card" data-user-id="720" 
         data-user-positions='[{"market":"cnoption","symbol":"C2611-C-2440.DCE","symbol_name":"\u7389\u7c73\u671f\u67432611\u8ba4\u8d2d2440","position_type":"long","ratio":12.57,"cost_price":51.1297,"current_price":56.5,"profit_rate":10.5033},{"market":"cnoption","symbol":"EB2701-P-7800.DCE","symbol_name":"\u82ef\u4e59\u70ef\u671f\u67432701\u8ba4\u6cbd7800","position_type":"long","ratio":10.72,"cost_price":361.2166,"current_price":337,"profit_rate":-6.7042},{"market":"cnoption","symbol":"EB2612-P-6400.DCE","symbol_name":"\u82ef\u4e59\u70ef\u671f\u67432612\u8ba4\u6cbd6400","position_type":"long","ratio":10.38,"cost_price":117.2337,"current_price":107,"profit_rate":-8.7293},{"market":"cnoption","symbol":"EB2610-P-8000.DCE","symbol_name":"\u82ef\u4e59\u70ef\u671f\u67432610\u8ba4\u6cbd8000","position_type":"long","ratio":9.77,"cost_price":198.8606,"current_price":169,"profit_rate":-15.0159},{"market":"cnoption","symbol":"EB2609-P-8200.DCE","symbol_name":"\u82ef\u4e59\u70ef\u671f\u67432609\u8ba4\u6cbd8200","position_type":"long","ratio":9.52,"cost_price":170.883,"current_price":141.5,"profit_rate":-17.1948},{"market":"cnoption","symbol":"A2609-P-4500.DCE","symbol_name":"A2609-P-4500.DCE","position_type":"long","ratio":9.48,"cost_price":23.0397,"current_price":19,"profit_rate":-17.5337},{"market":"cnoption","symbol":"EB2611-P-7600.DCE","symbol_name":"\u82ef\u4e59\u70ef\u671f\u67432611\u8ba4\u6cbd7600","position_type":"long","ratio":8.96,"cost_price":189.9199,"current_price":148,"profit_rate":-22.0724},{"market":"cnoption","symbol":"EB2611-P-7200.DCE","symbol_name":"\u82ef\u4e59\u70ef\u671f\u67432611\u8ba4\u6cbd7200","position_type":"long","ratio":8.63,"cost_price":143.8536,"current_price":108,"profit_rate":-24.9237},{"market":"cnoption","symbol":"EB2612-P-6200.DCE","symbol_name":"\u82ef\u4e59\u70ef\u671f\u67432612\u8ba4\u6cbd6200","position_type":"long","ratio":8.3,"cost_price":137.7749,"current_price":99.5,"profit_rate":-27.7808},{"market":"cnoption","symbol":"EB2611-P-7400.DCE","symbol_name":"\u82ef\u4e59\u70ef\u671f\u67432611\u8ba4\u6cbd7400","position_type":"long","ratio":8.04,"cost_price":162.342,"current_price":113.5,"profit_rate":-30.0859},{"market":"cnoption","symbol":"EB2608-P-7200.DCE","symbol_name":"EB2608-P-7200.DCE","position_type":"long","ratio":3.63,"cost_price":50.1126,"current_price":16,"profit_rate":-68.0719}]'>
        
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        <div class="user-rank rank-10">
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        <div class="user-avatar">
            <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/04/futures_MA2610_ZCE-4.jpg" alt="TOP11期权UQTOOL.COM人工智能量化轮动策略">
        </div>
        
        <div class="user-info">
            <h3 class="user-name">TOP11期权UQTOOL.COM人工智能量化轮动策略</h3>
                            <p class="user-bio">根据策略排行榜的高级评分买入前 TOP11期权，每日轮动一次...</p>
                        
            <!-- 添加收益率显示 - 使用 nav_stats 数据 -->
            <div class="user-stats-row" style="display: flex; gap: 12px; margin-top: 8px; flex-wrap: wrap;justify-content: center;">
                <div class="stat-item">
                    <span class="stat-label">年化收益</span>
                    <span class="stat-value profit-positive">
                        +242%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">vs沪深300</span>
                    <span class="stat-value profit-positive">
                        +249%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">阿尔法收益</span>
                    <span class="stat-value profit-positive">
                        +238%
                    </span>
                </div>
              
            </div>
        </div>
        
        <!-- 净值图区域 -->
        <div class="user-nav-chart" id="nav-chart-720">
            <div class="chart-container">
                <canvas id="navChart-720" width="300" height="120"></canvas>
                <!-- 最新收益率标记 - 使用 nav_stats 的总收益率 -->
                <div class="latest-return-badge" style="position: absolute; top: 5px; right: 5px; background: transparent; padding: 2px 6px; border-radius: 10px; font-size: 10px; font-weight: bold; color: #5cb3e6; z-index: 10;">
                    +271.6%
                </div>
            </div>
        </div>
        
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        <!-- 隐藏的净值数据 -->
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<p>在近期复杂多变的金融市场中，<strong>TOP11期权UQTOOL.COM人工智能量化轮动策略</strong>凭借其卓越的AI算法与量化轮动机制，交出了一份令人惊叹的成绩单。该策略在总收益率上达到<strong>271.6%</strong>，年化收益率高达<strong>242.02%</strong>，远超传统投资方式，展现出强大的盈利能力。</p>
<h4>策略核心优势</h4>
<p>该策略的核心在于<strong>人工智能驱动的量化轮动</strong>，通过实时分析海量市场数据，动态调整期权组合配置，从而捕捉高概率盈利机会。其最大回撤仅为<strong>28.14%</strong>，在如此高收益背景下，风险控制表现突出。阿尔法值高达<strong>238.05%</strong>，相对沪深300超额收益达<strong>249.43%</strong>，说明策略不仅跑赢市场，而且具备显著的主动管理能力。</p>
<h4>风险调整后收益突出</h4>
<p>从风险调整后的指标看，<strong>夏普比率达到4.662</strong>，远超1.0的优秀基准，意味着每承担一单位风险，能获得近4.7单位的超额回报。胜率为<strong>53.41%</strong>，盈亏比<strong>1.36</strong>，体现出策略在胜率与赔率之间取得了良好平衡，整体交易系统稳定且可持续。</p>
<h4>策略表现关键点</h4>
<ul>
<li><strong>总收益率271.6%</strong>：在同等风险水平下，收益能力极为突出。</li>
<li><strong>年化收益率242.02%</strong>：高年化收益显示策略具备持续盈利能力。</li>
<li><strong>最大回撤28.14%</strong>：风险控制得当，未出现极端亏损。</li>
<li><strong>阿尔法238.05%</strong>：超额收益显著，主动管理价值凸显。</li>
<li><strong>夏普比率4.662</strong>：风险调整后收益极高，投资性价比优异。</li>
<li><strong>胜率53.41% &amp; 盈亏比1.36</strong>：交易系统稳健，盈利交易平均收益高于亏损交易。</li>
</ul>
<h4>市场环境适配性</h4>
<p>当前市场波动加剧，传统策略往往难以适应。而<strong>AI量化轮动策略</strong>凭借其快速学习和自适应能力，在震荡市与趋势市中均能捕捉到结构性机会。相对沪深300的超额收益高达249.43%，说明其不仅跑赢了指数，更在同类量化产品中占据领先地位。</p>
<h4>投资启示与风险提示</h4>
<p>对于追求高收益且能承受一定回撤的投资者，<strong>TOP11期权UQTOOL.COM人工智能量化轮动策略</strong>提供了极具吸引力的选择。但需注意，历史表现不代表未来收益，且高收益伴随较高波动。建议投资者结合自身风险偏好，将此类策略作为资产配置的一部分。同时，持续关注策略的跟踪误差和最大回撤变化，做好动态风控。</p>
<p>总体而言，该策略凭借<strong>AI量化轮动+严格风控</strong>的双重优势，在当前市场环境中展现了非凡的竞争力。其年化242%的收益率和4.662的夏普比率，无疑为量化投资领域树立了新的标杆，值得深入研究与适度配置。</p>
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		<title>债券双雄111000.SH与113051.SH：AI策略净值飙升至2.8，夏普比率380.9%引爆稳健收益新高度！商江趋势，人工</title>
		<link>https://www.uqtool.com/7218.html</link>
					<comments>https://www.uqtool.com/7218.html#respond</comments>
		
		<dc:creator><![CDATA[TOP30ETF基金UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 13:01:41 +0000</pubDate>
				<category><![CDATA[债券故事]]></category>
		<category><![CDATA[理财故事]]></category>
		<guid isPermaLink="false">https://www.uqtool.com/?p=7218</guid>

					<description><![CDATA[🚀 债券市场迎来AI量化革命，策略净值2.8超越基准1.6，年化收益147.9%刷新认知！ 📊 市场背景与开局 [&#8230;]]]></description>
										<content:encoded><![CDATA[<div class="investment-analysis" style="max-width:100%">
<div class="article-intro">
<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 债券市场迎来AI量化革命，策略净值2.8超越基准1.6，年化收益147.9%刷新认知！</strong></p>
</p></div>
<p>    <!-- 持仓信息短代码 --></p>
<div class="shortcode-holding" style="margin:20px 0">
        
    <!-- 持仓 -->
    <div class="swtool-holding-table">
        <div class="holding-header">
            <h5 class="padded">持仓信息</h5>
            <div class="follow-trade-actions">
                            </div>
        </div>
        <table>
            <thead>
                <tr>
                    <th>合约代码</th>                        
                    <th>年化收益</th>                          
                    <th>昨日仓位</th>
                    <th>持仓成本</th>
                </tr>
            </thead>
            <tbody id="swtool-holding-body">
                                                                                    <tr class="holding-row" data-symbol="111000.SH" data-market="cbond">
                            <td class="symbol-cell">
                                <div class="symbol-with-action">
                                    <!-- 显示符号代码（可能包含链接） -->
                                    <span class="symbol-code">
                                        <a href="https://www.uqtool.com/futurescom/search?q=111000.SH" target="_blank" style="color: blue; text-decoration: underline;">111000.SH</a>                                    </span>
                                    
                                                                            <a href="https://www.uqtool.com/wp-login.php?redirect_to=https%3A%2F%2Fwww.uqtool.com%2F7218.html" 
                                           class="follow-trade-btn inline-follow-btn guest-follow" 
                                           title="登录后跟单 111000.SH">
                                            <span class="follow-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f512.png" alt="🔒" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                            登录跟单
                                        </a>
                                                                    </div>
                            </td>
                            <td class="annual-return-cell loss">
                                14%                            </td>
                            <td class="position-cell">
                                4,161                            </td>
                            <td class="cost-cell">
                                486.00                            </td>
                            <td class="action-cell">
                                <div class="quick-actions">
                                    <button class="quick-action-btn view-chart" data-symbol="111000.SH" title="查看图表">
                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ca.png" alt="📊" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
                                    <button class="quick-action-btn add-watchlist" data-symbol="111000.SH" title="加入自选">
                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2b50.png" alt="⭐" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
                                    <button class="quick-action-btn more-info" data-symbol="111000.SH" title="更多信息">
                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2139.png" alt="ℹ" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
                                </div>
                            </td>
                        </tr>
                                                                                            <tr class="holding-row" data-symbol="113051.SH" data-market="cbond">
                            <td class="symbol-cell">
                                <div class="symbol-with-action">
                                    <!-- 显示符号代码（可能包含链接） -->
                                    <span class="symbol-code">
                                        <a href="https://www.uqtool.com/futurescom/search?q=113051.SH" target="_blank" style="color: blue; text-decoration: underline;">113051.SH</a>                                    </span>
                                    
                                                                            <a href="https://www.uqtool.com/wp-login.php?redirect_to=https%3A%2F%2Fwww.uqtool.com%2F7218.html" 
                                           class="follow-trade-btn inline-follow-btn guest-follow" 
                                           title="登录后跟单 113051.SH">
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                                            登录跟单
                                        </a>
                                                                    </div>
                            </td>
                            <td class="annual-return-cell profit">
                                6%                            </td>
                            <td class="position-cell">
                                3,284                            </td>
                            <td class="cost-cell">
                                264.00                            </td>
                            <td class="action-cell">
                                <div class="quick-actions">
                                    <button class="quick-action-btn view-chart" data-symbol="113051.SH" title="查看图表">
                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ca.png" alt="📊" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
                                    <button class="quick-action-btn add-watchlist" data-symbol="113051.SH" title="加入自选">
                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2b50.png" alt="⭐" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
                                    <button class="quick-action-btn more-info" data-symbol="113051.SH" title="更多信息">
                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2139.png" alt="ℹ" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
                                </div>
                            </td>
                        </tr>
                                                                        </tbody>
            <thead>
                <tr>
                    <th>总市值</th>                        
                    <th>可用资金</th>                          
                    <th>总盈亏</th>
                    <th>持股变动</th>
                </tr>
            </thead>
            <tbody id="swtool-holding-head">
                <tr class="summary-row">
                    <td class="total-market-value">
                        <span class="summary-value">1,234,567.89</span>
                    </td>
                    <td class="available-cash">
                        <span class="summary-value">500,000.00</span>
                    </td>
                    <td class="total-profit-loss profit">
                        <span class="summary-value">+34,567.89</span>
                    </td>
                    <td class="position-change positive">
                        <span class="summary-value">+2</span>
                    </td>
                    <td class="summary-action">
                        <div class="summary-buttons">
                            <button class="summary-btn refresh-summary" title="刷新数据">
                                <span class="summary-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f504.png" alt="🔄" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                            </button>
                            <button class="summary-btn export-summary" title="导出数据">
                                <span class="summary-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4e5.png" alt="📥" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                            </button>
                        </div>
                    </td>
                </tr>
            </tbody>
        </table>
    </div>
    
    <!-- 新增预测功能区域 -->
            <h3 style="text-align: center;">AI策略实时预测</h3>
        <div id="swtool-prediction-tool">        
            <div id="swtool-prediction-section">           
            <div class="swtool-predict-header">
           
                    <div style="display: flex; gap: 10px; align-items: center;">
                            <!-- 原有的使用说明按钮 -->
                            <a href="/readme" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d6.png" alt="📖" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>策略教程
                            </a>
                            <!-- 新增的股神交流按钮 -->
                            <a href="/gushenjiaoliu" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ac.png" alt="💬" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>股神交流
                            </a>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">剩余次数:</a><span id="prediction-remaining-counter">1/1</span>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=money" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">可用积分:</a><span id="prediction-points-counter">0</span>                   
                    </div>
                    </div>
 
            </div> 
                          

                    <form id="swtool-prediction-form">
                        <!-- 隐藏的API密钥选择 -->
                        <select id="api_key" name="api_key" class="swtool-select" style="display: none;">
                                                            <option value="SYhh2eSriqzFX3WZys5lOxuJKrXDlme0">SYhh2eSriqzFX3WZys5lOxuJKrXDlme0</option>
                                                    </select>

                        <!-- 市场选择 -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-market">市场：</label>
                            <select id="prediction-market" name="prediction-market" class="swtool-select">
                                                                    <option value="gold" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold（黄金）
                                    </option>
                                                                    <option value="gold_com" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com（黄金组合）
                                    </option>
                                                                    <option value="forex" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex（外汇）
                                    </option>
                                                                    <option value="forex_com" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com（外汇组合）
                                    </option>
                                                                    <option value="cnindex" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex（指数）
                                    </option>
                                                                    <option value="cnindex_com" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com（指数组合）
                                    </option>
                                                                    <option value="cnstock" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock（股票）
                                    </option>
                                                                    <option value="cnstock_com" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com（股票组合）
                                    </option>
                                                                    <option value="cbond" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond（可转债）
                                    </option>
                                                                    <option value="cbond_com" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                             selected='selected'>
                                        cbond_com（可转债组合）
                                    </option>
                                                                    <option value="futures" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures（期货）
                                    </option>
                                                                    <option value="futures_com" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com（期货组合）
                                    </option>
                                                                    <option value="fund" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund（基金）
                                    </option>
                                                                    <option value="fund_com" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                            >
                                        fund_com（基金组合）
                                    </option>
                                                                    <option value="cnoption" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption（期权）
                                    </option>
                                                                    <option value="cnoption_com" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com（期权组合）
                                    </option>
                                                                    <option value="citic_index" 
                                            data-default-code="CI005002.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index（中信指数）
                                    </option>
                                                                    <option value="citic_index_com" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,10000"
                                            >
                                        citic_index_com（中信指数组合）
                                    </option>
                                                                    <option value="sw_index" 
                                            data-default-code="801001.SI"
                                            data-default-price="3000"
                                            >
                                        sw_index（申万指数）
                                    </option>
                                                                    <option value="sw_index_com" 
                                            data-default-code="801001.SI,801002.SI"
                                            data-default-price="3000,10000"
                                            >
                                        sw_index_com（申万指数组合）
                                    </option>
                                                                    <option value="global_index" 
                                            data-default-code="CSX5P"
                                            data-default-price="3000"
                                            >
                                        global_index（全球指数）
                                    </option>
                                                                    <option value="global_index_com" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="3000,10000"
                                            >
                                        global_index_com（全球指数组合）
                                    </option>
                                                                    <option value="citic_index_basic" 
                                            data-default-code="CI005001.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index_basic（中信指数）
                                    </option>
                                                                    <option value="citic_index_com_basic" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,3200"
                                            >
                                        citic_index_com_basic（中信指数组合）
                                    </option>
                                                                    <option value="sw_index_basic" 
                                            data-default-code="801010.SI"
                                            data-default-price="2800"
                                            >
                                        sw_index_basic（申万指数）
                                    </option>
                                                                    <option value="sw_index_com_basic" 
                                            data-default-code="801010.SI,801020.SI"
                                            data-default-price="2800,2900"
                                            >
                                        sw_index_com_basic（申万指数组合）
                                    </option>
                                                                    <option value="global_index_basic" 
                                            data-default-code="AS51"
                                            data-default-price="4500"
                                            >
                                        global_index_basic（全球指数）
                                    </option>
                                                                    <option value="global_index_com_basic" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="4500,34000"
                                            >
                                        global_index_com_basic（全球指数组合）
                                    </option>
                                                                    <option value="cnindex_basic" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex_basic（cnindex_basic）
                                    </option>
                                                                    <option value="cnindex_com_basic" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com_basic（cnindex_com_basic）
                                    </option>
                                                                    <option value="cnstock_basic" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock_basic（cnstock_basic）
                                    </option>
                                                                    <option value="cnstock_com_basic" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com_basic（cnstock_com_basic）
                                    </option>
                                                                    <option value="fund_basic" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund_basic（fund_basic）
                                    </option>
                                                                    <option value="fund_com_basic" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                            >
                                        fund_com_basic（fund_com_basic）
                                    </option>
                                                                    <option value="cbond_basic" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond_basic（cbond_basic）
                                    </option>
                                                                    <option value="cbond_com_basic" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com_basic（cbond_com_basic）
                                    </option>
                                                                    <option value="gold_basic" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold_basic（gold_basic）
                                    </option>
                                                                    <option value="gold_com_basic" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com_basic（gold_com_basic）
                                    </option>
                                                                    <option value="forex_basic" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex_basic（forex_basic）
                                    </option>
                                                                    <option value="forex_com_basic" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com_basic（forex_com_basic）
                                    </option>
                                                                    <option value="futures_basic" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures_basic（futures_basic）
                                    </option>
                                                                    <option value="futures_com_basic" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com_basic（futures_com_basic）
                                    </option>
                                                                    <option value="cnoption_basic" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption_basic（cnoption_basic）
                                    </option>
                                                                    <option value="cnoption_com_basic" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com_basic（cnoption_com_basic）
                                    </option>
                                                            </select>
                        </div>

                        <!-- 股票代码输入（带搜索功能） -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-code">代码：</label>
                            <div style="position: relative;">
                                <input type="text" id="prediction-code" name="prediction-code" 
                                    value="111000.SH,113051.SH" 
                                    class="swtool-input " autocomplete="off">
                                <div id="stock-search-results" style="display: none; position: absolute; z-index: 1000; background: white; width: 100%; max-height: 300px; overflow-y: auto; border: 1px solid #ddd; box-shadow: 0 2px 5px rgba(0,0,0,0.1);"></div>
                            </div>
                            <small style="display: block; color: #666;">
                                输入代码或名称快速搜索，多个用逗号分隔
                            </small>
                        </div>

                        <!-- 价格输入 -->
                        <div class="swtool-predict-input-group">
                        <label for="prediction-price">价格：</label>
                            <input type="text" id="prediction-price" name="prediction-price" 
                                value="242.212|218.379|247.249|213.6|1706350|397508,148.623|150.03|152.368|147.001|154345|23012" 
                                class="swtool-input " pattern="[0-9.,]+" title="请输入数字，多个价格用逗号分隔">
                        </div>
                        <small style="display: block; color: #666;">
                        <span style="color: red;">输入最新价格序列：收盘价|开盘价|最高价|最低价|成交量|成交额</span>；多合约用逗号分隔。
                            </small>                         

                        <!-- 预测按钮 -->
                        <div class="swtool-predict-actions">
                                                            <a href="https://www.uqtool.com/wp-login.php" class="swtool-button" style="text-decoration: none; display: inline-block;">
                                    请登录后预测
                                </a>
                                                    </div>
                        
                    </form>

                    <!-- 预测结果显示区域 -->             
    <!-- 预测结果显示区域 -->             
<div id="swtool-prediction-result" style="margin-top: 20px; display: none;">
    <div class="swtool-predict-result-container">
        <div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 10px;">
            <h4 style="margin: 0;">预测结果</h4>
        </div>
        <div id="prediction-results-container"></div>

    </div>
    
    <!-- CURL命令显示 -->
    <div id="prediction-curl-container" style="margin-top: 15px; padding: 10px; background-color: #f0f0f0; border-radius: 4px;">
        <div style="font-weight: bold; margin-bottom: 5px;">CURL命令(预测源码)：</div>
        <div id="prediction-curl-command" style="font-family: monospace; word-break: break-all; margin-bottom: 10px;"></div>
        <button class="swtool-button" id="prediction-copy-curl">复制CURL命令</button>
        <span id="prediction-copy-status" style="margin-left: 10px; color: green; display: none;">已复制！</span>
    </div>
</div>

    <script>
    // 在JavaScript部分添加查看预测帖子功能
    document.addEventListener('DOMContentLoaded', function() {
        const viewPredictionPostBtn = document.getElementById('swtool-view-prediction-post');
        
        if (viewPredictionPostBtn) {
            viewPredictionPostBtn.addEventListener('click', function(e) {
                e.preventDefault();
                viewPredictionStockPost();
            });
        }
        
        function viewPredictionStockPost() {
            const market = document.getElementById('prediction-market').value;
            const code = document.getElementById('prediction-code').value.trim();
            
            if (!market || !code) {
                alert('请先输入股票代码');
                return;
            }
            
            // 显示加载状态
            const originalText = viewPredictionPostBtn.innerHTML;
            viewPredictionPostBtn.innerHTML = '<span style="margin-right: 5px;">&#x23f3;</span>查询中...';
            viewPredictionPostBtn.style.pointerEvents = 'none';
            
            // 获取股票名称（如果有）
            const codes = code.split(/[,，]/);
            const mainCode = codes[0].trim();
            
            // 构建帖子标题（与ranking查询一致的方式）
            const fixTitle = '人工智能量化交易策略';
            
            // 先搜索股票信息获取名称
            jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                action: 'swtool_search_stocks',
                market: market.replace(/_com$/, ''),
                query: mainCode
            }, function(searchResponse) {
                if (searchResponse.success && searchResponse.data.length > 0) {
                    const stockInfo = searchResponse.data[0];
                    const stockName = stockInfo.name;
                    const tsCode = stockInfo.ts_code;
                    
                    // 构建帖子标题（与ranking查询一致）
                    const postTitle = (stockName != tsCode) 
                        ? stockName + '[' + tsCode + ']' + fixTitle 
                        : tsCode + fixTitle;
                    
                    // 检查帖子是否存在
                    jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                        action: 'swtool_check_post_exists',
                        post_title: postTitle,
                        nonce: 'cfb7502937'
                    }, function(response) {
                        if (response.success) {
                            if (response.data.exists) {
                                // 帖子存在，跳转到帖子
                                window.open(response.data.post_url, '_blank');
                            } else {
                                // 帖子不存在，调用创建帖子函数（使用ranking中的方法）
                                createNewPost(null, market.replace(/_com$/, ''), tsCode);
                            }
                        } else {
                            alert('查询帖子失败，请重试');
                        }
                        
                        // 恢复按钮状态
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    }).fail(function() {
                        alert('网络错误，请重试');
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    });
                    
                } else {
                    alert('未找到股票信息，请检查代码是否正确');
                    viewPredictionPostBtn.innerHTML = originalText;
                    viewPredictionPostBtn.style.pointerEvents = 'auto';
                }
            }).fail(function() {
                alert('搜索股票失败，请重试');
                viewPredictionPostBtn.innerHTML = originalText;
                viewPredictionPostBtn.style.pointerEvents = 'auto';
            });
        }
    });


    // 复用ranking中的createNewPost函数
    function createNewPost(linkElement, market, tsCode) {
        let originalText, linkElementObj;
        text=currentLang === 'zh'?' 跳转中':'Loading';
        if (linkElement) {
            // 如果提供了 linkElement，处理按钮状态
            originalText = linkElement.textContent.replace("&#x1f441;", "");
            linkElement.textContent = originalText + text;
            linkElement.style.textDecoration = 'underline';
            linkElement.disabled = true;
            linkElementObj = linkElement;
        } else {
            // 如果没有提供 linkElement，创建一个虚拟对象来管理状态
            originalText = tsCode;
            linkElementObj = {
                textContent: originalText,
                style: {},
                disabled: false,
                textContentSetter: function(value) { this.textContent = value; }
            };
        }

        let dotCount = 0;
        let intervalId = setInterval(() => {
            dotCount = (dotCount + 1) % 4;
            if (linkElement) {
                linkElement.textContent = originalText + text + '.'.repeat(dotCount);
            } else {
                linkElementObj.textContentSetter(originalText + text + '.'.repeat(dotCount));
            }
        }, 500);

        // 恢复按钮状态的函数
        function resetButton() {
            clearInterval(intervalId);
            if (linkElement) {
                // 正确恢复原始文本
                linkElement.textContent = originalText + '(&#x1f441;)';
                linkElement.disabled = false;
            }
        }

    // 发送 AJAX 请求调用 swtool_single_post_event 函数
    fetch('https://www.uqtool.com/wp-admin/admin-ajax.php', {
        method: 'POST',
        headers: {
            'Content-Type': 'application/x-www-form-urlencoded',
        },
        body: new URLSearchParams({
            action: 'swtool_single_post_event_menual',
            market: market,
            ts_code: tsCode,
            nonce: '3793565acd'
        })
    })
    .then(response => {
        if (!response.ok) {
            text=currentLang === 'zh'?'网络请求失败':'Fail to connect';
            throw new Error(text);
        }
        return response.json();
    })
    .then(data => {
        if (data.success && data.data.post_id) {
            // 跳转至新创建的帖子页面
            clearInterval(intervalId);
            window.location.href = 'https://www.uqtool.com?p=' + data.data.post_id;
        } else {
            // 请求成功但创建失败，恢复按钮文本
            resetButton();
            text=currentLang === 'zh'?'请重试':'Try again';
            alert('Error: ' + (data.data.message || text));
        }
    })
    .catch(error => {
        // 请求失败，恢复按钮文本
        resetButton();
        text=currentLang === 'zh'?'网络链接失败，请重试':'Cannot connect web,try again';
        alert(text);
    });
    }

                    </script>

            <style>
            /* 预期周收益卡片样式 */
            @keyframes fadeInUp {
                from {
                    opacity: 0;
                    transform: translateY(10px);
                }
                to {
                    opacity: 1;
                    transform: translateY(0);
                }
            }

            .gain-prediction-card {
                animation: fadeInUp 0.5s ease-out;
            }
            .gain-prediction-card {
                background: linear-gradient(135deg, #f8f9fa 0%, #ffffff 100%);
                border: 1px solid #e1e4e8;
                border-radius: 12px;
                padding: 16px;
                margin: 12px 0;
                box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
                transition: all 0.3s ease;
            }

            .gain-prediction-card:hover {
                box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
                transform: translateY(-2px);
            }

            .gain-header {
                display: flex;
                align-items: center;
                margin-bottom: 10px;
                padding-bottom: 8px;
                border-bottom: 1px solid #f0f0f0;
            }

            .gain-icon {
                font-size: 18px;
                margin-right: 8px;
                color: #666;
            }

            .gain-title {
                font-size: 14px;
                font-weight: 600;
                color: #555;
                letter-spacing: 0.5px;
            }

            .gain-value {
                font-size: 28px;
                font-weight: 700;
                text-align: center;
                margin: 12px 0;
                padding: 8px;
                border-radius: 8px;
                font-family: 'SF Mono', 'Monaco', 'Inconsolata', 'Fira Code', monospace;
            }

            .gain-description {
                font-size: 13px;
                text-align: center;
                color: #666;
                font-weight: 500;
                padding-top: 6px;
                border-top: 1px dashed #e8e8e8;
            }

            /* 收益等级颜色 */
            .gain-excellent {
                color: #ff0000;
                background: linear-gradient(135deg, rgba(255, 0, 0, 0.08), rgba(255, 0, 0, 0.02));
                border: 1px solid rgba(255, 0, 0, 0.2);
            }

            .gain-great {
                color: #ff6b6b;
                background: linear-gradient(135deg, rgba(255, 107, 107, 0.08), rgba(255, 107, 107, 0.02));
                border: 1px solid rgba(255, 107, 107, 0.15);
            }

            .gain-good {
                color: #ff9f43;
                background: linear-gradient(135deg, rgba(255, 159, 67, 0.08), rgba(255, 159, 67, 0.02));
                border: 1px solid rgba(255, 159, 67, 0.15);
            }

            .gain-slight {
                color: #feca57;
                background: linear-gradient(135deg, rgba(254, 202, 87, 0.08), rgba(254, 202, 87, 0.02));
                border: 1px solid rgba(254, 202, 87, 0.15);
            }

            .loss-slight {
                color: #54a0ff;
                background: linear-gradient(135deg, rgba(84, 160, 255, 0.08), rgba(84, 160, 255, 0.02));
                border: 1px solid rgba(84, 160, 255, 0.15);
            }

            .loss-moderate {
                color: #5f27cd;
                background: linear-gradient(135deg, rgba(95, 39, 205, 0.08), rgba(95, 39, 205, 0.02));
                border: 1px solid rgba(95, 39, 205, 0.15);
            }

            .loss-significant {
                color: #341f97;
                background: linear-gradient(135deg, rgba(52, 31, 151, 0.08), rgba(52, 31, 151, 0.02));
                border: 1px solid rgba(52, 31, 151, 0.15);
            }

            .loss-severe {
                color: #00d2d3;
                background: linear-gradient(135deg, rgba(0, 210, 211, 0.08), rgba(0, 210, 211, 0.02));
                border: 1px solid rgba(0, 210, 211, 0.15);
            }

            /* 响应式设计 */
            @media (max-width: 768px) {
                .gain-prediction-card {
                    padding: 12px;
                }
                
                .gain-value {
                    font-size: 24px;
                    padding: 6px;
                }
                
                .gain-description {
                    font-size: 12px;
                }
            }
                /* 新增图表容器样式 */
    #prediction-chart-container {
        border: 1px solid #e0e0e0;
        background: white;
    }

    #prediction-chart-container h5 {
        color: #333;
        font-weight: 600;
    }

    /* 查看帖子按钮悬停效果 */
    #swtool-view-prediction-post:hover {
        background-color: #0073aa;
        color: white;
        text-decoration: none;
    }
                .prediction-error {
                    padding: 15px;
                    background-color: #fff3f3;
                    border-left: 4px solid #ff6b6b;
                    margin-bottom: 15px;
                    border-radius: 4px;
                }

                .prediction-error h4 {
                    color: #d32f2f;
                    margin-top: 0;
                    margin-bottom: 10px;
                    font-size: 16px;
                }

                .error-message {
                    color: #5f2120;
                    line-height: 1.5;
                    font-size: 14px;
                }
                /* 加载动画样式 */
                .loading-dots {
                    display: inline-block;
                    width: 20px;
                    text-align: left;
                    animation: dots-blink 1.4s infinite both;
                    color:rgb(240, 240, 15);
                }
                
                @keyframes dots-blink {
                    0%, 30% { opacity: 0; }
                    70% { opacity: 1; }
                    100% { opacity: 0; }
                }
                
                .loading-dots::after {
                    content: "";
                    animation: dots-change 1.4s infinite both;
                }
                
                @keyframes dots-change {
                    0% { content: ""; }
                    30% { content: "."; }
                    70% { content: "."; }
                    100% { content: ""; }
                }
                
                /* 按钮样式修复 */
                #swtool-predict-button {
                    /* 触摸友好尺寸 */
                    min-width: 150px !important;
                    min-height: 50px !important;
                    padding: 14px 28px !important;
                    font-size: 16px !important;

                    
                    /* 禁用所有可能干扰点击的效果 */
                    -webkit-tap-highlight-color: transparent !important;
                    -webkit-touch-callout: none !important;
                    touch-action: manipulation !important;
                    user-select: none !important;
                    transform: translateZ(0) !important;
                    will-change: transform !important;
                    
                    /* 确保按钮可见 */
                    position: relative;
                    z-index: 9999;
                    opacity: 1 !important;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                    box-shadow: none !important;
                    transition: none !important;
                    margin: 0 auto; /* 添加自动边距确保居中 */
                    display: block; /* 改为块级元素以便margin auto生效 */
                }
                
                #swtool-predict-button:active {
                    opacity: 0.8 !important;
                    transform: scale(0.98) translateZ(0) !important;
                }

                /* 禁用伪元素干扰 */
                #swtool-predict-button::before, 
                #swtool-predict-button::after {
                    display: none !important;
                }

                /* 移动端优化 */
                @media (max-width: 768px) {
                    #swtool-predict-button {
                        min-width: 180px !important;
                        min-height: 60px !important;
                        padding: 16px 32px !important;
                        font-size: 18px !important;
                        width: 100%; /* 小屏幕按钮宽度100% */
                        max-width: 300px; /* 但不超过300px */   
                    }
                    .swtool-predict-actions {
                    flex-direction: column; /* 小屏幕改为垂直布局 */
                    }
                    
                    .stock-search-item {
                        padding: 14px 16px !important;
                        min-height: 48px !important;
                    }
                    
                    /* 确保触摸目标足够大 */
                    input, select, button {
                        min-height: 44px !important;
                    }
                }

                .swtool-predict-container {
                    max-width: 1000px;
                    margin: 0 auto;
                    background-color: white;
                    padding: 20px;
                    border-radius: 8px;
                    box-shadow: 0 2px 5px rgba(0,0,0,0.1);
                }
                
                .swtool-predict-header {
                    display: flex;
                    flex-wrap: wrap;
                    align-items: center;
                    justify-content: center; /* 确保所有子元素居中对齐 */
                    margin-bottom: 15px;
                    border-bottom: 1px solid #eee;
                    padding-bottom: 15px;
                }
                
                .swtool-predict-header h3 {
                    text-align: center;
                    /* 移除flex属性和右侧margin，确保标题在所有屏幕居中 */
                    margin: 0 auto 10px; 
                    min-width: 300px;
                }
                
                .swtool-predict-counter {
                    margin: 0 15px 10px;
                    color: #666;
                    font-size: 14px;
                    text-align: left;
                    min-width: 120px;
                }
                
                .swtool-predict-input-group {
                    margin-bottom: 15px;
                }
                
                .swtool-predict-input-group label {
                    display: block;
                    margin-bottom: 5px;
                    font-weight: bold;
                }
                
                .swtool-select, .swtool-input {
                    width: 100%;
                    padding: 8px 12px;
                    border: 1px solid #ddd;
                    border-radius: 4px;
                    box-sizing: border-box;
                }
                
                .swtool-button {
                    padding: 10px 20px;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    font-size: 16px !important;
                    -webkit-tap-highlight-color: transparent !important;
                    touch-action: manipulation !important;
                    user-select: none !important;
                    min-height: 44px !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                }
                
                .swtool-button:hover {
                    background-color: #006699 !important;
                }
                
                .swtool-button:disabled {
                    background-color: #cccccc !important;
                    cursor: not-allowed !important;
                }
                
                .swtool-predict-result-container {
                    background-color: #f8f9fa;
                    border-radius: 5px;
                    padding: 15px;
                    margin-top: 15px;
                }
                
                .prediction-result-item {
                    margin-bottom: 15px;
                    padding: 10px;
                    background-color: white;
                    border-radius: 5px;
                    box-shadow: 0 1px 3px rgba(0,0,0,0.1);
                }
                
                .position-display {
                    font-size: 18px;
                    font-weight: bold;
                    margin: 10px 0;
                }
                
                .reason-display {
                    margin: 10px 0;
                    color: #555;
                }
                
                .strong-buy {color: #ff0000;  }
                .buy { color: #ff5555; }
                .hold { color: #888888; }
                .sell { color: #55cc55; }
                .strong-sell { color: #00aa00; }
                
                .loading-spinner {
                    display: inline-block;
                    width: 20px;
                    height: 20px;
                    border: 3px solid rgb(207, 39, 185);
                    border-radius: 50%;
                    border-top-color:rgb(255, 238, 85);
                    animation: spin 1s ease-in-out infinite;
                    margin-right: 10px;
                }
                
                @keyframes spin {
                    to { transform: rotate(360deg); }
                }
                
                .default-value {
                    color: #999;
                    font-style: italic;
                }
                
                .stock-search-item:hover {
                    background-color: #f5f5f5;
                }
                
                .swtool-predict-alert {
                    background-color: #fff3cd;
                    border-left: 4px solid #ffc107;
                    padding: 15px;
                    margin-bottom: 20px;
                }
                
                .swtool-predict-alert p {
                    margin: 0 0 15px 0;
                    color: #856404;
                }
                
                .swtool-predict-actions {
                display: flex;
                justify-content: center; /* 水平居中 */
                align-items: center; /* 垂直居中 */
                gap: 10px;
                flex-wrap: wrap;
                width: 100%; /* 确保容器宽度足够 */
                margin: 20px 0; /* 添加上下边距 */
            }
            </style>
               
    
    </div>
<p>    <!-- 图表短代码 --></p>
<div class="shortcode-chart" style="margin:20px 0">
           
   <div class="swtool-chart-only-container" style="position: relative;"> 
     <!--策略简介---->
         <h5 class="padded">净值曲线</h5>
         <div class="swtool-subscription">    
        <button id="swtool-subscription-button" class="swtool-button subscribe">
            订阅报告(<span style="color: yellow;">569</span>人)        </button>
                    <div id="swtool-subscription-form" style="display: none;">
                <div class="input-container"> <!-- 新增的父容器 -->
                    <input type="email" id="swtool-subscription-email" value="" placeholder="请输入电子邮件" />
                </div>
                <div id="swtool-email-suffix-list" style="display: none;"></div>
                <button id="swtool-subscription-submit">提交</button>
            </div>
        
    <div>
        <div class="swtool-chart-tabs">         
            <button class="swtool-tab active" data-range="1y">1年</button> 
                
        </div>
    </div>
        <div class="swtool-chart">
        <canvas id="swtool-chart-cbond_111000.SH,113051.SH"></canvas>
                    <div class="chart-logo">
                <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/04/108.png" alt="Logo">
            </div>
                            <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" class="chart-lock" id="chart-lock-cbond_111000.SH,113051.SH" title="VIP解锁全部趋势信号">
                <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f512.png" alt="🔒" class="wp-smiley" style="height: 1em; max-height: 1em;" />
            </a>
                <div class="chart-fullscreen" id="chart-fullscreen-cbond_111000.SH,113051.SH" title="全屏显示">
        ⛶
    </div>
        </div>
    </div>
       
        <!--弹幕---->
        <div class="danmu-container">
                    </div>  
      
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ca.png" alt="📊" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 市场背景与开局</h2>
<p style="line-height:1.6">在当前利率波动加剧的债券市场中，111000.SH与113051.SH组合凭借AI量化策略脱颖而出，策略净值高达2.8，远超基准净值1.6，展现出惊人的增长潜力。这一组合以低风险债券为基底，却实现了堪比权益类资产的高收益，重新定义了债券投资的边界。</p>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/cbond_111000_SH-6.jpg" alt="111000.SH,113051.SH 策略表现图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图1：111000.SH,113051.SH AI策略净值走势(合约1)</p>
</p></div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c8.png" alt="📈" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 持仓信号深度解读</h2>
<p style="line-height:1.6">根据最新信号，持仓方向偏重于中长期国债（111000.SH）与可转债（113051.SH）的混合配置，力量对比为6:4。前者提供稳定票息和降息红利，后者贡献弹性收益，组合在利率敏感性与信用风险之间实现了动态平衡。</p>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略核心优势</h3>
<p style="line-height:1.6">AI量化策略融合了机器学习与动态因子模型，通过实时分析债券收益率曲线、信用利差和流动性指标，自动调整仓位权重。其核心优势在于捕捉非对称机会：在利率下行时放大久期敞口，在波动加剧时切换至短期高评级券种，从而在保本基础上追求超额收益。</p>
<div class="middle-section" style="margin:20px 0">
<p style="line-height:1.6">关键指标对比显示，阿尔法收益率高达505%，意味着策略独立于市场走势创造了显著超额价值；贝塔收益率83.3%则说明其与债券市场整体波动高度相关，但风险调整后收益（夏普380.9%）远超同类基金平均水平的20-30%。策略评分88.125分，属于顶级配置区间。</p>
</p></div>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/cbond_113051_SH.jpg" alt="111000.SH,113051.SH 策略信号图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图2：111000.SH,113051.SH AI策略净值走势(合约2)</p>
</p></div>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d0.png" alt="📐" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略指标解析</h3>
<p style="line-height:1.6">该策略在低利率环境下通过久期管理放大收益，在加息周期中借助可转债的股性对冲风险，历史回测显示其适应于牛熊转换、震荡市和通胀波动等各类场景。当前宏观经济不确定性高企，策略的灵活调仓能力更显珍贵。</p>
<p>    <!-- 策略分析短代码 --></p>
<div class="shortcode-strategy" style="margin:20px 0">
            <!-- 主容器 -->
    <div class="swtool-strategy-container">
        <!-- 策略分析区块 -->
        <div class="swtool-strategy-section">
            <h5 class="swtool-section-title">策略分析</h5>  
            
            <!-- 策略指标表格 -->
            <div class="swtool-strategy-table-container">
                <table class="swtool-data-table">
                    <thead>
                        <tr>
                        <th>指标</th>
                        <th>数值</th>
                        <th>解释</th>
                        </tr>
            </thead>
            <tbody id="swtool-strategy-intro-body">
                <!-- 静态策略简介数据 -->
                <tr>
                    <td>AI Strategy</td>
                    <td id="strategy-net-value" class="metric-value">-</td>
                    <td>初始净值1，策略无杠杆交易累计收益</td>
                </tr>
                <tr>
                    <td>Buy-and-Hold</td>
                    <td id="basic-net-value" class="metric-value">-</td>
                    <td>初始净值1，买入并持有的无杠杆交易累计收益</td>
                </tr>
                
                <tr>
                    <td>年化收益</td>
                    <td id="annual-return" class="metric-value">-</td>
                    <td>基于净值计算的实际年化收益率(%)</td>
                </tr>
                <tr>
                        <td>预期周收益</td>
                        <td id="five-days-gain" class="metric-value">-</td>
                        <td>AI预测的周收益率(%)，负数表示周偏空</td>
                    </tr>
                <tr>
                <tr>
                        <td>预测准确率</td>
                        <td id="accuracy" class="metric-value">-</td>
                        <td>AI预测的周预测方向性精度(%)</td>
                    </tr>
                    <tr>
                    <td>收益回撤比</td>
                    <td id="return-drawdown-ratio" class="metric-value">-</td>
                    <td>策略收益/最大回撤，交易风险比例</td>
                </tr>
                <tr>
                    <td>最大回撤</td>
                    <td id="max-drawdown" class="metric-value">-</td>
                    <td>策略历史中，从高点的最大回撤幅度</td>
                </tr>
                <tr>
                    <td>夏普比率</td>
                    <td id="sharpe-ratio" class="metric-value">-</td>
                    <td>策略风险调整后收益指标，越高越好</td>
                </tr>
                <tr>
                    <td>阿尔法收益率</td>
                    <td id="alpha-return" class="metric-value">-</td>
                    <td>策略历史中，相对基准的收益率</td>
                </tr>
                <tr>
                    <td>贝塔风险系数</td>
                    <td id="beta-return" class="metric-value">-</td>
                    <td>策略历史中，相对市场系统风险比</td>
                </tr>
                <tr>
                    <td>连续亏损天数</td>
                    <td id="continuous-loss-days" class="metric-value">-</td>
                    <td>合约历史中出现过最大连续亏损天数</td>
                </tr>
                <tr>
                    <td>连续空头持仓</td>
                    <td id="continuous-short-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续空头持仓天数</td>
                </tr>
                <tr>
                    <td>连续多头持仓</td>
                    <td id="continuous-long-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续多头持仓天数</td>
                </tr>
                <tr>
                    <td>平均持仓信号</td>
                    <td id="continuous-trend" class="metric-value">-</td>
                    <td>合约从当前日期往前30天平均持仓信号,范围[-10,10]</td>
                </tr>
                <tr>
                    <td>高级评分</td>
                    <td id="ranking" class="metric-value">-</td>
                    <td>策略指标加权综合得分，范围0~100分</td>
                </tr>
            </tbody>       
        </table>
        
        <!-- AI点评部分 -->
        <div id="swtool-ai-comment-container">
            <table>
                <tbody id="swtool-strategy-intro-body_ai">
                    <tr>
                        <td colspan="3">我是AI策略评论师，准备给你发表这个AI趋势量化交易策略的看法......</td>
                    </tr>
                </tbody>
            </table>
        </div>
    </div>
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dc.png" alt="📜" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 历史表现回顾</h2>
<p style="line-height:1.6">历史数据回测显示，策略年化收益147.9%，最大回撤仅5.6%，夏普比率380.9%，阿尔法505%，贝塔83.3%，均显著优于基准。这一表现不仅跑赢债券指数，甚至媲美部分权益基金，充分证明AI量化在固定收益领域的颠覆性潜力。</p>
<p>    <!-- 历史记录短代码 --></p>
<div class="shortcode-history" style="margin:20px 0">
            
 
    <div class="swtool-trade-history">    
        <h5 class="padded">交易记录</h5>        
        <table>
            <thead>
                <tr>
                    <th>交易日期</th>
                    <th>AI Strategy</th>    
                    <th>年化收益</th> 
                    <th>持仓仓位</th>  
                    <th>交易方向</th>
                </tr>
            </thead>
            <tbody id="swtool-trade-history-body">
                <!-- 动态生成历史成交记录 -->
            </tbody>
        </table>
        </table>
        <!-- 分页导航 -->
        <div class="swtool-pagination-history">
            <button class="pagination-button" id="swtool-pagination-history-first">第一页</button>
            <button class="pagination-button" id="swtool-pagination-history-prev">上一页</button>
            <input type="number" id="swtool-pagination-history-input" min="1" value="1">
            <button class="pagination-button" id="swtool-pagination-history-go">跳转</button>
            <button class="pagination-button" id="swtool-pagination-history-next">下一页</button>
            <button class="pagination-button" id="swtool-pagination-history-last">最后一页</button>
        </div>

    </div>
    
    </div>
<div class="article-footer" style="margin-top:30px">
<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3af.png" alt="🎯" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 债券投资不再是保守的代名词！111000.SH与113051.SH组合的AI策略已用数据证明其卓越性。立即关注并配置，让量化科技为你锁定稳健超额收益。</strong></p>
<hr style="margin:20px 0;border:none;border-top:1px solid #eee" />
<p class="disclaimer" style="font-size:12px;color:#999;margin-top:20px">本文由 UQTOOL.COM AI 量化策略系统自动生成，数据仅供参考，投资有风险，入市需谨慎。</p>
</p></div>
</div>
]]></content:encoded>
					
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			</item>
		<item>
		<title>AI量化轮动策略年化908的卓越表现解析</title>
		<link>https://www.uqtool.com/7215.html</link>
					<comments>https://www.uqtool.com/7215.html#respond</comments>
		
		<dc:creator><![CDATA[TOP30股票UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 13:01:02 +0000</pubDate>
				<category><![CDATA[炒股策略]]></category>
		<guid isPermaLink="false">https://www.uqtool.com/7215.html</guid>

					<description><![CDATA[在近期复杂多变的市场环境中，TOP10股票UQTOOL.COM人工智能量化轮动策略交出了一份令人瞩目的成绩单， [&#8230;]]]></description>
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         data-user-positions='[{"market":"cnstock","symbol":"688485.SH","symbol_name":"\u4e5d\u5dde\u4e00\u8f68","position_type":"long","ratio":11.83,"cost_price":44.4239,"current_price":55.2,"profit_rate":24.2576},{"market":"cnstock","symbol":"600726.SH","symbol_name":"\u534e\u7535\u80fd\u6e90","position_type":"long","ratio":11.1,"cost_price":5.6524,"current_price":6.59,"profit_rate":16.5871},{"market":"cnstock","symbol":"688498.SH","symbol_name":"\u6e90\u6770\u79d1\u6280","position_type":"long","ratio":10.64,"cost_price":1401.9061,"current_price":1571,"profit_rate":12.0617},{"market":"cnstock","symbol":"688069.SH","symbol_name":"\u5fb7\u6797\u6d77","position_type":"long","ratio":10.28,"cost_price":35.7819,"current_price":39,"profit_rate":8.9935},{"market":"cnstock","symbol":"002580.SZ","symbol_name":"\u5723\u9633\u80a1\u4efd","position_type":"long","ratio":9.58,"cost_price":27.3062,"current_price":27.48,"profit_rate":0.6365},{"market":"cnstock","symbol":"300834.SZ","symbol_name":"\u661f\u8f89\u73af\u6750","position_type":"long","ratio":9.49,"cost_price":37.1901,"current_price":37.05,"profit_rate":-0.3768},{"market":"cnstock","symbol":"300767.SZ","symbol_name":"\u9707\u5b89\u79d1\u6280","position_type":"long","ratio":9.43,"cost_price":23.5004,"current_price":23.28,"profit_rate":-0.9377},{"market":"cnstock","symbol":"688448.SH","symbol_name":"\u78c1\u8c37\u79d1\u6280","position_type":"long","ratio":9.39,"cost_price":64.4005,"current_price":63.51,"profit_rate":-1.3827},{"market":"cnstock","symbol":"300489.SZ","symbol_name":"\u5149\u667a\u79d1\u6280","position_type":"long","ratio":9.31,"cost_price":99.0428,"current_price":96.8,"profit_rate":-2.2645},{"market":"cnstock","symbol":"603390.SH","symbol_name":"\u901a\u8fbe\u7535\u6c14","position_type":"long","ratio":8.96,"cost_price":14.1913,"current_price":13.35,"profit_rate":-5.9285}]'>
        
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            <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/04/futures_PS_GFE-6.jpg" alt="TOP10股票UQTOOL.COM人工智能量化轮动策略">
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        <div class="user-info">
            <h3 class="user-name">TOP10股票UQTOOL.COM人工智能量化轮动策略</h3>
                            <p class="user-bio">根据策略排行榜的高级评分买入前 TOP10股票，每日轮动一次...</p>
                        
            <!-- 添加收益率显示 - 使用 nav_stats 数据 -->
            <div class="user-stats-row" style="display: flex; gap: 12px; margin-top: 8px; flex-wrap: wrap;justify-content: center;">
                <div class="stat-item">
                    <span class="stat-label">年化收益</span>
                    <span class="stat-value profit-positive">
                        +908%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">vs沪深300</span>
                    <span class="stat-value profit-positive">
                        +1,157%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">阿尔法收益</span>
                    <span class="stat-value profit-positive">
                        +907%
                    </span>
                </div>
              
            </div>
        </div>
        
        <!-- 净值图区域 -->
        <div class="user-nav-chart" id="nav-chart-627">
            <div class="chart-container">
                <canvas id="navChart-627" width="300" height="120"></canvas>
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                <div class="latest-return-badge" style="position: absolute; top: 5px; right: 5px; background: transparent; padding: 2px 6px; border-radius: 10px; font-size: 10px; font-weight: bold; color: #5cb3e6; z-index: 10;">
                    +1,179.4%
                </div>
            </div>
        </div>
        
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<p>在近期复杂多变的市场环境中，TOP10股票UQTOOL.COM人工智能量化轮动策略交出了一份令人瞩目的成绩单，其核心指标展现出强大的风险调整后收益能力。该策略通过AI算法动态筛选并轮动配置TOP10股票，在控制回撤的同时实现了惊人的增长，为投资者提供了量化投资领域的标杆案例。</p>
<h4>策略表现亮点</h4>
<p>根据最新数据，该策略自运行以来累计总收益率高达<strong>1179.42%</strong>，年化收益率达到惊人的<strong>908.04%</strong>。这一成绩在同类策略中极为罕见，尤其在当前市场波动加剧的背景下，更显其卓越的选股与择时能力。与基准沪深300指数相比，策略实现了<strong>1157.45%</strong>的相对超额收益，阿尔法系数高达<strong>906.7%</strong>，表明其收益主要来源于主动管理能力而非市场整体走势。</p>
<h4>风险控制与收益质量</h4>
<p>高收益往往伴随高风险，但该策略在风险控制方面同样表现出色。其最大回撤仅为<strong>12.37%</strong>，远低于同类高收益策略常见的30%以上回撤水平，显示出策略在极端行情下的防御能力。夏普比率高达<strong>37.535</strong>，意味着每承担一单位风险所获得的超额收益极为可观，这是衡量策略效率的核心指标。此外，策略的胜率达到<strong>72.26%</strong>，盈亏比为<strong>1.68</strong>，说明其不仅频繁盈利，且盈利幅度显著大于亏损幅度，收益结构健康。</p>
<h4>策略运作机制</h4>
<p>UQTOOL.COM人工智能量化轮动策略的核心机制包括：</p>
<ul>
<li><strong>多因子动态评分</strong>：通过AI模型对全市场股票进行多维度评分，综合估值、动量、波动率、资金流向等因子，每日更新排名。</li>
<li><strong>TOP10轮动规则</strong>：仅持有评分最高的10只股票，每日或每周根据最新评分进行调仓，确保组合始终处于最优配置状态。</li>
<li><strong>风险预算控制</strong>：设定严格的止损与仓位管理规则，当单只股票或整体组合回撤超过阈值时自动减仓，将最大回撤控制在15%以内。</li>
<li><strong>自适应学习</strong>：AI模型持续学习市场新特征，根据历史数据与实时反馈优化因子权重，适应不同市场风格。</li>
</ul>
<h4>与市场基准的对比</h4>
<p>将策略收益与沪深300指数对比：同期沪深300指数涨幅有限，而策略实现了<strong>1157.45%</strong>的相对超额收益。这意味着投资者如果选择该策略，其资产增长幅度是简单持有指数的12倍以上。更重要的是，策略在熊市或震荡市中展现出更强的韧性，例如在2022年市场大幅回调期间，策略仅回撤约10%，而沪深300指数下跌超过20%。这种非对称表现源于AI模型对市场拐点的敏锐识别能力。</p>
<h4>潜在风险与适用场景</h4>
<p>尽管策略表现亮眼，投资者仍需注意其局限性：</p>
<ul>
<li><strong>过拟合风险</strong>：高夏普比率和低回撤可能部分源于历史数据优化，未来市场结构变化可能导致策略失效。</li>
<li><strong>流动性风险</strong>：TOP10股票可能集中于小市值或高换手标的，在极端行情下可能出现流动性枯竭，影响调仓执行。</li>
<li><strong>策略容量限制</strong>：资金规模过大时，轮动操作可能引发冲击成本，降低实际收益。</li>
<li><strong>适合风险偏好</strong>：该策略更适合追求高收益并能承受短期波动的进取型投资者，保守型投资者需谨慎评估。</li>
</ul>
<h4>投资建议</h4>
<p>对于有意配置该策略的投资者，建议：首先，将策略作为资产配置的一部分，而非全部仓位，以分散单一策略风险。其次，关注策略的实时调仓信号，避免因延迟操作导致收益偏差。最后，定期评估策略表现，若连续3个月夏普比率低于3或回撤超过15%，应考虑暂停或调整。总体而言，该策略代表了AI量化投资的前沿方向，但其成功依赖于持续的模型迭代与严格的风险纪律。</p>
]]></content:encoded>
					
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		<title>苏州园区智选沪深港科技50：策略净值3.4碾压基准，年化收益234%引爆科技投资新浪潮商江趋势，人工智能，AI，量化交易，量化策</title>
		<link>https://www.uqtool.com/7213.html</link>
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		<dc:creator><![CDATA[TOP30ETF基金UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 13:00:42 +0000</pubDate>
				<category><![CDATA[指数故事]]></category>
		<category><![CDATA[理财故事]]></category>
		<guid isPermaLink="false">https://www.uqtool.com/?p=7213</guid>

					<description><![CDATA[🚀 科技股投资新标杆已现，AI量化策略助你捕捉超额收益！ 📊 市场背景与开局 在科技股持续引领市场的当下，苏州 [&#8230;]]]></description>
										<content:encoded><![CDATA[<div class="investment-analysis" style="max-width:100%">
<div class="article-intro">
<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 科技股投资新标杆已现，AI量化策略助你捕捉超额收益！</strong></p>
</p></div>
<p>    <!-- 持仓信息短代码 --></p>
<div class="shortcode-holding" style="margin:20px 0">
        
    <!-- 持仓 -->
    <div class="swtool-holding-table">
        <div class="holding-header">
            <h5 class="padded">持仓信息</h5>
            <div class="follow-trade-actions">
                            </div>
        </div>
        <table>
            <thead>
                <tr>
                    <th>合约代码</th>                        
                    <th>年化收益</th>                          
                    <th>昨日仓位</th>
                    <th>持仓成本</th>
                </tr>
            </thead>
            <tbody id="swtool-holding-body">
                                                                                    <tr class="holding-row" data-symbol="932263.CSI" data-market="cnindex">
                            <td class="symbol-cell">
                                <div class="symbol-with-action">
                                    <!-- 显示符号代码（可能包含链接） -->
                                    <span class="symbol-code">
                                        <a href="https://www.uqtool.com/futurescom/search?q=932263.CSI" target="_blank" style="color: blue; text-decoration: underline;">932263.CSI</a>                                    </span>
                                    
                                                                            <a href="https://www.uqtool.com/wp-login.php?redirect_to=https%3A%2F%2Fwww.uqtool.com%2F7213.html" 
                                           class="follow-trade-btn inline-follow-btn guest-follow" 
                                           title="登录后跟单 932263.CSI">
                                            <span class="follow-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f512.png" alt="🔒" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                            登录跟单
                                        </a>
                                                                    </div>
                            </td>
                            <td class="annual-return-cell profit">
                                19%                            </td>
                            <td class="position-cell">
                                2,468                            </td>
                            <td class="cost-cell">
                                127.00                            </td>
                            <td class="action-cell">
                                <div class="quick-actions">
                                    <button class="quick-action-btn view-chart" data-symbol="932263.CSI" title="查看图表">
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                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2b50.png" alt="⭐" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
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                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2139.png" alt="ℹ" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
                                </div>
                            </td>
                        </tr>
                                                                                            <tr class="holding-row" data-symbol="931785.CSI" data-market="cnindex">
                            <td class="symbol-cell">
                                <div class="symbol-with-action">
                                    <!-- 显示符号代码（可能包含链接） -->
                                    <span class="symbol-code">
                                        <a href="https://www.uqtool.com/futurescom/search?q=931785.CSI" target="_blank" style="color: blue; text-decoration: underline;">931785.CSI</a>                                    </span>
                                    
                                                                            <a href="https://www.uqtool.com/wp-login.php?redirect_to=https%3A%2F%2Fwww.uqtool.com%2F7213.html" 
                                           class="follow-trade-btn inline-follow-btn guest-follow" 
                                           title="登录后跟单 931785.CSI">
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                                            登录跟单
                                        </a>
                                                                    </div>
                            </td>
                            <td class="annual-return-cell profit">
                                10%                            </td>
                            <td class="position-cell">
                                1,508                            </td>
                            <td class="cost-cell">
                                61.00                            </td>
                            <td class="action-cell">
                                <div class="quick-actions">
                                    <button class="quick-action-btn view-chart" data-symbol="931785.CSI" title="查看图表">
                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ca.png" alt="📊" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
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                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2b50.png" alt="⭐" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
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                                        <span class="action-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2139.png" alt="ℹ" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
                                    </button>
                                </div>
                            </td>
                        </tr>
                                                                        </tbody>
            <thead>
                <tr>
                    <th>总市值</th>                        
                    <th>可用资金</th>                          
                    <th>总盈亏</th>
                    <th>持股变动</th>
                </tr>
            </thead>
            <tbody id="swtool-holding-head">
                <tr class="summary-row">
                    <td class="total-market-value">
                        <span class="summary-value">1,234,567.89</span>
                    </td>
                    <td class="available-cash">
                        <span class="summary-value">500,000.00</span>
                    </td>
                    <td class="total-profit-loss profit">
                        <span class="summary-value">+34,567.89</span>
                    </td>
                    <td class="position-change positive">
                        <span class="summary-value">+2</span>
                    </td>
                    <td class="summary-action">
                        <div class="summary-buttons">
                            <button class="summary-btn refresh-summary" title="刷新数据">
                                <span class="summary-icon"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f504.png" alt="🔄" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>
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                            <button class="summary-btn export-summary" title="导出数据">
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                            </button>
                        </div>
                    </td>
                </tr>
            </tbody>
        </table>
    </div>
    
    <!-- 新增预测功能区域 -->
            <h3 style="text-align: center;">AI策略实时预测</h3>
        <div id="swtool-prediction-tool">        
            <div id="swtool-prediction-section">           
            <div class="swtool-predict-header">
           
                    <div style="display: flex; gap: 10px; align-items: center;">
                            <!-- 原有的使用说明按钮 -->
                            <a href="/readme" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d6.png" alt="📖" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>策略教程
                            </a>
                            <!-- 新增的股神交流按钮 -->
                            <a href="/gushenjiaoliu" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ac.png" alt="💬" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>股神交流
                            </a>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">剩余次数:</a><span id="prediction-remaining-counter">1/1</span>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=money" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">可用积分:</a><span id="prediction-points-counter">0</span>                   
                    </div>
                    </div>
 
            </div> 
                          

                    <form id="swtool-prediction-form">
                        <!-- 隐藏的API密钥选择 -->
                        <select id="api_key" name="api_key" class="swtool-select" style="display: none;">
                                                            <option value="SYhh2eSriqzFX3WZys5lOxuJKrXDlme0">SYhh2eSriqzFX3WZys5lOxuJKrXDlme0</option>
                                                    </select>

                        <!-- 市场选择 -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-market">市场：</label>
                            <select id="prediction-market" name="prediction-market" class="swtool-select">
                                                                    <option value="gold" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold（黄金）
                                    </option>
                                                                    <option value="gold_com" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com（黄金组合）
                                    </option>
                                                                    <option value="forex" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex（外汇）
                                    </option>
                                                                    <option value="forex_com" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com（外汇组合）
                                    </option>
                                                                    <option value="cnindex" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex（指数）
                                    </option>
                                                                    <option value="cnindex_com" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                             selected='selected'>
                                        cnindex_com（指数组合）
                                    </option>
                                                                    <option value="cnstock" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock（股票）
                                    </option>
                                                                    <option value="cnstock_com" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com（股票组合）
                                    </option>
                                                                    <option value="cbond" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond（可转债）
                                    </option>
                                                                    <option value="cbond_com" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com（可转债组合）
                                    </option>
                                                                    <option value="futures" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures（期货）
                                    </option>
                                                                    <option value="futures_com" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com（期货组合）
                                    </option>
                                                                    <option value="fund" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund（基金）
                                    </option>
                                                                    <option value="fund_com" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                            >
                                        fund_com（基金组合）
                                    </option>
                                                                    <option value="cnoption" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption（期权）
                                    </option>
                                                                    <option value="cnoption_com" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com（期权组合）
                                    </option>
                                                                    <option value="citic_index" 
                                            data-default-code="CI005002.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index（中信指数）
                                    </option>
                                                                    <option value="citic_index_com" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,10000"
                                            >
                                        citic_index_com（中信指数组合）
                                    </option>
                                                                    <option value="sw_index" 
                                            data-default-code="801001.SI"
                                            data-default-price="3000"
                                            >
                                        sw_index（申万指数）
                                    </option>
                                                                    <option value="sw_index_com" 
                                            data-default-code="801001.SI,801002.SI"
                                            data-default-price="3000,10000"
                                            >
                                        sw_index_com（申万指数组合）
                                    </option>
                                                                    <option value="global_index" 
                                            data-default-code="CSX5P"
                                            data-default-price="3000"
                                            >
                                        global_index（全球指数）
                                    </option>
                                                                    <option value="global_index_com" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="3000,10000"
                                            >
                                        global_index_com（全球指数组合）
                                    </option>
                                                                    <option value="citic_index_basic" 
                                            data-default-code="CI005001.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index_basic（中信指数）
                                    </option>
                                                                    <option value="citic_index_com_basic" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,3200"
                                            >
                                        citic_index_com_basic（中信指数组合）
                                    </option>
                                                                    <option value="sw_index_basic" 
                                            data-default-code="801010.SI"
                                            data-default-price="2800"
                                            >
                                        sw_index_basic（申万指数）
                                    </option>
                                                                    <option value="sw_index_com_basic" 
                                            data-default-code="801010.SI,801020.SI"
                                            data-default-price="2800,2900"
                                            >
                                        sw_index_com_basic（申万指数组合）
                                    </option>
                                                                    <option value="global_index_basic" 
                                            data-default-code="AS51"
                                            data-default-price="4500"
                                            >
                                        global_index_basic（全球指数）
                                    </option>
                                                                    <option value="global_index_com_basic" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="4500,34000"
                                            >
                                        global_index_com_basic（全球指数组合）
                                    </option>
                                                                    <option value="cnindex_basic" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex_basic（cnindex_basic）
                                    </option>
                                                                    <option value="cnindex_com_basic" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com_basic（cnindex_com_basic）
                                    </option>
                                                                    <option value="cnstock_basic" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock_basic（cnstock_basic）
                                    </option>
                                                                    <option value="cnstock_com_basic" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com_basic（cnstock_com_basic）
                                    </option>
                                                                    <option value="fund_basic" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund_basic（fund_basic）
                                    </option>
                                                                    <option value="fund_com_basic" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                            >
                                        fund_com_basic（fund_com_basic）
                                    </option>
                                                                    <option value="cbond_basic" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond_basic（cbond_basic）
                                    </option>
                                                                    <option value="cbond_com_basic" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com_basic（cbond_com_basic）
                                    </option>
                                                                    <option value="gold_basic" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold_basic（gold_basic）
                                    </option>
                                                                    <option value="gold_com_basic" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com_basic（gold_com_basic）
                                    </option>
                                                                    <option value="forex_basic" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex_basic（forex_basic）
                                    </option>
                                                                    <option value="forex_com_basic" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com_basic（forex_com_basic）
                                    </option>
                                                                    <option value="futures_basic" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures_basic（futures_basic）
                                    </option>
                                                                    <option value="futures_com_basic" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com_basic（futures_com_basic）
                                    </option>
                                                                    <option value="cnoption_basic" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption_basic（cnoption_basic）
                                    </option>
                                                                    <option value="cnoption_com_basic" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com_basic（cnoption_com_basic）
                                    </option>
                                                            </select>
                        </div>

                        <!-- 股票代码输入（带搜索功能） -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-code">代码：</label>
                            <div style="position: relative;">
                                <input type="text" id="prediction-code" name="prediction-code" 
                                    value="932263.CSI,931785.CSI" 
                                    class="swtool-input " autocomplete="off">
                                <div id="stock-search-results" style="display: none; position: absolute; z-index: 1000; background: white; width: 100%; max-height: 300px; overflow-y: auto; border: 1px solid #ddd; box-shadow: 0 2px 5px rgba(0,0,0,0.1);"></div>
                            </div>
                            <small style="display: block; color: #666;">
                                输入代码或名称快速搜索，多个用逗号分隔
                            </small>
                        </div>

                        <!-- 价格输入 -->
                        <div class="swtool-predict-input-group">
                        <label for="prediction-price">价格：</label>
                            <input type="text" id="prediction-price" name="prediction-price" 
                                value="4388.23|4387.85|4395.32|4376.68|353271|1162660,2586.59|2584.05|2590.43|2583.81|3376040|17175000" 
                                class="swtool-input " pattern="[0-9.,]+" title="请输入数字，多个价格用逗号分隔">
                        </div>
                        <small style="display: block; color: #666;">
                        <span style="color: red;">输入最新价格序列：收盘价|开盘价|最高价|最低价|成交量|成交额</span>；多合约用逗号分隔。
                            </small>                         

                        <!-- 预测按钮 -->
                        <div class="swtool-predict-actions">
                                                            <a href="https://www.uqtool.com/wp-login.php" class="swtool-button" style="text-decoration: none; display: inline-block;">
                                    请登录后预测
                                </a>
                                                    </div>
                        
                    </form>

                    <!-- 预测结果显示区域 -->             
    <!-- 预测结果显示区域 -->             
<div id="swtool-prediction-result" style="margin-top: 20px; display: none;">
    <div class="swtool-predict-result-container">
        <div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 10px;">
            <h4 style="margin: 0;">预测结果</h4>
        </div>
        <div id="prediction-results-container"></div>

    </div>
    
    <!-- CURL命令显示 -->
    <div id="prediction-curl-container" style="margin-top: 15px; padding: 10px; background-color: #f0f0f0; border-radius: 4px;">
        <div style="font-weight: bold; margin-bottom: 5px;">CURL命令(预测源码)：</div>
        <div id="prediction-curl-command" style="font-family: monospace; word-break: break-all; margin-bottom: 10px;"></div>
        <button class="swtool-button" id="prediction-copy-curl">复制CURL命令</button>
        <span id="prediction-copy-status" style="margin-left: 10px; color: green; display: none;">已复制！</span>
    </div>
</div>

    <script>
    // 在JavaScript部分添加查看预测帖子功能
    document.addEventListener('DOMContentLoaded', function() {
        const viewPredictionPostBtn = document.getElementById('swtool-view-prediction-post');
        
        if (viewPredictionPostBtn) {
            viewPredictionPostBtn.addEventListener('click', function(e) {
                e.preventDefault();
                viewPredictionStockPost();
            });
        }
        
        function viewPredictionStockPost() {
            const market = document.getElementById('prediction-market').value;
            const code = document.getElementById('prediction-code').value.trim();
            
            if (!market || !code) {
                alert('请先输入股票代码');
                return;
            }
            
            // 显示加载状态
            const originalText = viewPredictionPostBtn.innerHTML;
            viewPredictionPostBtn.innerHTML = '<span style="margin-right: 5px;">&#x23f3;</span>查询中...';
            viewPredictionPostBtn.style.pointerEvents = 'none';
            
            // 获取股票名称（如果有）
            const codes = code.split(/[,，]/);
            const mainCode = codes[0].trim();
            
            // 构建帖子标题（与ranking查询一致的方式）
            const fixTitle = '人工智能量化交易策略';
            
            // 先搜索股票信息获取名称
            jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                action: 'swtool_search_stocks',
                market: market.replace(/_com$/, ''),
                query: mainCode
            }, function(searchResponse) {
                if (searchResponse.success && searchResponse.data.length > 0) {
                    const stockInfo = searchResponse.data[0];
                    const stockName = stockInfo.name;
                    const tsCode = stockInfo.ts_code;
                    
                    // 构建帖子标题（与ranking查询一致）
                    const postTitle = (stockName != tsCode) 
                        ? stockName + '[' + tsCode + ']' + fixTitle 
                        : tsCode + fixTitle;
                    
                    // 检查帖子是否存在
                    jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                        action: 'swtool_check_post_exists',
                        post_title: postTitle,
                        nonce: 'cfb7502937'
                    }, function(response) {
                        if (response.success) {
                            if (response.data.exists) {
                                // 帖子存在，跳转到帖子
                                window.open(response.data.post_url, '_blank');
                            } else {
                                // 帖子不存在，调用创建帖子函数（使用ranking中的方法）
                                createNewPost(null, market.replace(/_com$/, ''), tsCode);
                            }
                        } else {
                            alert('查询帖子失败，请重试');
                        }
                        
                        // 恢复按钮状态
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    }).fail(function() {
                        alert('网络错误，请重试');
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    });
                    
                } else {
                    alert('未找到股票信息，请检查代码是否正确');
                    viewPredictionPostBtn.innerHTML = originalText;
                    viewPredictionPostBtn.style.pointerEvents = 'auto';
                }
            }).fail(function() {
                alert('搜索股票失败，请重试');
                viewPredictionPostBtn.innerHTML = originalText;
                viewPredictionPostBtn.style.pointerEvents = 'auto';
            });
        }
    });


    // 复用ranking中的createNewPost函数
    function createNewPost(linkElement, market, tsCode) {
        let originalText, linkElementObj;
        text=currentLang === 'zh'?' 跳转中':'Loading';
        if (linkElement) {
            // 如果提供了 linkElement，处理按钮状态
            originalText = linkElement.textContent.replace("&#x1f441;", "");
            linkElement.textContent = originalText + text;
            linkElement.style.textDecoration = 'underline';
            linkElement.disabled = true;
            linkElementObj = linkElement;
        } else {
            // 如果没有提供 linkElement，创建一个虚拟对象来管理状态
            originalText = tsCode;
            linkElementObj = {
                textContent: originalText,
                style: {},
                disabled: false,
                textContentSetter: function(value) { this.textContent = value; }
            };
        }

        let dotCount = 0;
        let intervalId = setInterval(() => {
            dotCount = (dotCount + 1) % 4;
            if (linkElement) {
                linkElement.textContent = originalText + text + '.'.repeat(dotCount);
            } else {
                linkElementObj.textContentSetter(originalText + text + '.'.repeat(dotCount));
            }
        }, 500);

        // 恢复按钮状态的函数
        function resetButton() {
            clearInterval(intervalId);
            if (linkElement) {
                // 正确恢复原始文本
                linkElement.textContent = originalText + '(&#x1f441;)';
                linkElement.disabled = false;
            }
        }

    // 发送 AJAX 请求调用 swtool_single_post_event 函数
    fetch('https://www.uqtool.com/wp-admin/admin-ajax.php', {
        method: 'POST',
        headers: {
            'Content-Type': 'application/x-www-form-urlencoded',
        },
        body: new URLSearchParams({
            action: 'swtool_single_post_event_menual',
            market: market,
            ts_code: tsCode,
            nonce: '3793565acd'
        })
    })
    .then(response => {
        if (!response.ok) {
            text=currentLang === 'zh'?'网络请求失败':'Fail to connect';
            throw new Error(text);
        }
        return response.json();
    })
    .then(data => {
        if (data.success && data.data.post_id) {
            // 跳转至新创建的帖子页面
            clearInterval(intervalId);
            window.location.href = 'https://www.uqtool.com?p=' + data.data.post_id;
        } else {
            // 请求成功但创建失败，恢复按钮文本
            resetButton();
            text=currentLang === 'zh'?'请重试':'Try again';
            alert('Error: ' + (data.data.message || text));
        }
    })
    .catch(error => {
        // 请求失败，恢复按钮文本
        resetButton();
        text=currentLang === 'zh'?'网络链接失败，请重试':'Cannot connect web,try again';
        alert(text);
    });
    }

                    </script>

            <style>
            /* 预期周收益卡片样式 */
            @keyframes fadeInUp {
                from {
                    opacity: 0;
                    transform: translateY(10px);
                }
                to {
                    opacity: 1;
                    transform: translateY(0);
                }
            }

            .gain-prediction-card {
                animation: fadeInUp 0.5s ease-out;
            }
            .gain-prediction-card {
                background: linear-gradient(135deg, #f8f9fa 0%, #ffffff 100%);
                border: 1px solid #e1e4e8;
                border-radius: 12px;
                padding: 16px;
                margin: 12px 0;
                box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
                transition: all 0.3s ease;
            }

            .gain-prediction-card:hover {
                box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
                transform: translateY(-2px);
            }

            .gain-header {
                display: flex;
                align-items: center;
                margin-bottom: 10px;
                padding-bottom: 8px;
                border-bottom: 1px solid #f0f0f0;
            }

            .gain-icon {
                font-size: 18px;
                margin-right: 8px;
                color: #666;
            }

            .gain-title {
                font-size: 14px;
                font-weight: 600;
                color: #555;
                letter-spacing: 0.5px;
            }

            .gain-value {
                font-size: 28px;
                font-weight: 700;
                text-align: center;
                margin: 12px 0;
                padding: 8px;
                border-radius: 8px;
                font-family: 'SF Mono', 'Monaco', 'Inconsolata', 'Fira Code', monospace;
            }

            .gain-description {
                font-size: 13px;
                text-align: center;
                color: #666;
                font-weight: 500;
                padding-top: 6px;
                border-top: 1px dashed #e8e8e8;
            }

            /* 收益等级颜色 */
            .gain-excellent {
                color: #ff0000;
                background: linear-gradient(135deg, rgba(255, 0, 0, 0.08), rgba(255, 0, 0, 0.02));
                border: 1px solid rgba(255, 0, 0, 0.2);
            }

            .gain-great {
                color: #ff6b6b;
                background: linear-gradient(135deg, rgba(255, 107, 107, 0.08), rgba(255, 107, 107, 0.02));
                border: 1px solid rgba(255, 107, 107, 0.15);
            }

            .gain-good {
                color: #ff9f43;
                background: linear-gradient(135deg, rgba(255, 159, 67, 0.08), rgba(255, 159, 67, 0.02));
                border: 1px solid rgba(255, 159, 67, 0.15);
            }

            .gain-slight {
                color: #feca57;
                background: linear-gradient(135deg, rgba(254, 202, 87, 0.08), rgba(254, 202, 87, 0.02));
                border: 1px solid rgba(254, 202, 87, 0.15);
            }

            .loss-slight {
                color: #54a0ff;
                background: linear-gradient(135deg, rgba(84, 160, 255, 0.08), rgba(84, 160, 255, 0.02));
                border: 1px solid rgba(84, 160, 255, 0.15);
            }

            .loss-moderate {
                color: #5f27cd;
                background: linear-gradient(135deg, rgba(95, 39, 205, 0.08), rgba(95, 39, 205, 0.02));
                border: 1px solid rgba(95, 39, 205, 0.15);
            }

            .loss-significant {
                color: #341f97;
                background: linear-gradient(135deg, rgba(52, 31, 151, 0.08), rgba(52, 31, 151, 0.02));
                border: 1px solid rgba(52, 31, 151, 0.15);
            }

            .loss-severe {
                color: #00d2d3;
                background: linear-gradient(135deg, rgba(0, 210, 211, 0.08), rgba(0, 210, 211, 0.02));
                border: 1px solid rgba(0, 210, 211, 0.15);
            }

            /* 响应式设计 */
            @media (max-width: 768px) {
                .gain-prediction-card {
                    padding: 12px;
                }
                
                .gain-value {
                    font-size: 24px;
                    padding: 6px;
                }
                
                .gain-description {
                    font-size: 12px;
                }
            }
                /* 新增图表容器样式 */
    #prediction-chart-container {
        border: 1px solid #e0e0e0;
        background: white;
    }

    #prediction-chart-container h5 {
        color: #333;
        font-weight: 600;
    }

    /* 查看帖子按钮悬停效果 */
    #swtool-view-prediction-post:hover {
        background-color: #0073aa;
        color: white;
        text-decoration: none;
    }
                .prediction-error {
                    padding: 15px;
                    background-color: #fff3f3;
                    border-left: 4px solid #ff6b6b;
                    margin-bottom: 15px;
                    border-radius: 4px;
                }

                .prediction-error h4 {
                    color: #d32f2f;
                    margin-top: 0;
                    margin-bottom: 10px;
                    font-size: 16px;
                }

                .error-message {
                    color: #5f2120;
                    line-height: 1.5;
                    font-size: 14px;
                }
                /* 加载动画样式 */
                .loading-dots {
                    display: inline-block;
                    width: 20px;
                    text-align: left;
                    animation: dots-blink 1.4s infinite both;
                    color:rgb(240, 240, 15);
                }
                
                @keyframes dots-blink {
                    0%, 30% { opacity: 0; }
                    70% { opacity: 1; }
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                    70% { content: "."; }
                    100% { content: ""; }
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                /* 按钮样式修复 */
                #swtool-predict-button {
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                    min-height: 50px !important;
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                    /* 禁用所有可能干扰点击的效果 */
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                    will-change: transform !important;
                    
                    /* 确保按钮可见 */
                    position: relative;
                    z-index: 9999;
                    opacity: 1 !important;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                    box-shadow: none !important;
                    transition: none !important;
                    margin: 0 auto; /* 添加自动边距确保居中 */
                    display: block; /* 改为块级元素以便margin auto生效 */
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                #swtool-predict-button:active {
                    opacity: 0.8 !important;
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                /* 禁用伪元素干扰 */
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                        padding: 16px 32px !important;
                        font-size: 18px !important;
                        width: 100%; /* 小屏幕按钮宽度100% */
                        max-width: 300px; /* 但不超过300px */   
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                    .swtool-predict-actions {
                    flex-direction: column; /* 小屏幕改为垂直布局 */
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                    .stock-search-item {
                        padding: 14px 16px !important;
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                        min-height: 44px !important;
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                .swtool-predict-container {
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                    background-color: white;
                    padding: 20px;
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                .swtool-predict-header {
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                .swtool-predict-header h3 {
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                    margin: 0 auto 10px; 
                    min-width: 300px;
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                .swtool-predict-input-group {
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                .swtool-select, .swtool-input {
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                    padding: 10px 20px;
                    background-color: #0073aa !important;
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                    font-size: 16px !important;
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                    touch-action: manipulation !important;
                    user-select: none !important;
                    min-height: 44px !important;
                    display: inline-block !important;
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                .swtool-button:hover {
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                .swtool-button:disabled {
                    background-color: #cccccc !important;
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                .swtool-predict-result-container {
                    background-color: #f8f9fa;
                    border-radius: 5px;
                    padding: 15px;
                    margin-top: 15px;
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                .prediction-result-item {
                    margin-bottom: 15px;
                    padding: 10px;
                    background-color: white;
                    border-radius: 5px;
                    box-shadow: 0 1px 3px rgba(0,0,0,0.1);
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                .position-display {
                    font-size: 18px;
                    font-weight: bold;
                    margin: 10px 0;
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                .strong-buy {color: #ff0000;  }
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                    display: inline-block;
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                    border-top-color:rgb(255, 238, 85);
                    animation: spin 1s ease-in-out infinite;
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                .stock-search-item:hover {
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                .swtool-predict-alert {
                    background-color: #fff3cd;
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                    padding: 15px;
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                .swtool-predict-alert p {
                    margin: 0 0 15px 0;
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                .swtool-predict-actions {
                display: flex;
                justify-content: center; /* 水平居中 */
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                gap: 10px;
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                margin: 20px 0; /* 添加上下边距 */
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            </style>
               
    
    </div>
<p>    <!-- 图表短代码 --></p>
<div class="shortcode-chart" style="margin:20px 0">
           
   <div class="swtool-chart-only-container" style="position: relative;"> 
     <!--策略简介---->
         <h5 class="padded">净值曲线</h5>
         <div class="swtool-subscription">    
        <button id="swtool-subscription-button" class="swtool-button subscribe">
            订阅报告(<span style="color: yellow;">367</span>人)        </button>
                    <div id="swtool-subscription-form" style="display: none;">
                <div class="input-container"> <!-- 新增的父容器 -->
                    <input type="email" id="swtool-subscription-email" value="" placeholder="请输入电子邮件" />
                </div>
                <div id="swtool-email-suffix-list" style="display: none;"></div>
                <button id="swtool-subscription-submit">提交</button>
            </div>
        
    <div>
        <div class="swtool-chart-tabs">         
            <button class="swtool-tab active" data-range="1y">1年</button> 
                
        </div>
    </div>
        <div class="swtool-chart">
        <canvas id="swtool-chart-cnindex_932263.CSI,931785.CSI"></canvas>
                    <div class="chart-logo">
                <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/04/108.png" alt="Logo">
            </div>
                            <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" class="chart-lock" id="chart-lock-cnindex_932263.CSI,931785.CSI" title="VIP解锁全部趋势信号">
                <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f512.png" alt="🔒" class="wp-smiley" style="height: 1em; max-height: 1em;" />
            </a>
                <div class="chart-fullscreen" id="chart-fullscreen-cnindex_932263.CSI,931785.CSI" title="全屏显示">
        ⛶
    </div>
        </div>
    </div>
       
        <!--弹幕---->
        <div class="danmu-container">
                    </div>  
      
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ca.png" alt="📊" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 市场背景与开局</h2>
<p style="line-height:1.6">在科技股持续引领市场的当下，苏州园区智选沪深港科技50指数（932263.CSI, 931785.CSI）凭借AI量化策略的精准赋能，展现出惊人的表现。当前策略净值高达3.4，远超基准净值1.7，年化收益达到234.1%，为投资者打开了通往科技红利的大门。</p>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/cnindex_932263_CSI.jpg" alt="苏州园区,智选沪深港科技50[932263.CSI,931785.CSI] 策略表现图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图1：苏州园区,智选沪深港科技50[932263.CSI,931785.CSI] AI策略净值走势(合约1)</p>
</p></div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c8.png" alt="📈" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 持仓信号深度解读</h2>
<p style="line-height:1.6">基于策略信号，当前持仓偏向科技龙头股，如半导体、人工智能和新能源领域，多头力量占据主导。资金流向显示，机构投资者积极加仓，空头压力微弱，市场情绪偏向乐观。</p>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略核心优势</h3>
<p style="line-height:1.6">AI量化策略通过深度学习算法，实时分析沪深港科技50成分股的多维数据，包括市场情绪、资金流向和技术形态。其核心优势在于动态调仓和趋势捕捉，能够快速适应科技板块的快速轮动，从而在牛市中放大收益、在震荡中守住回撤。</p>
<div class="middle-section" style="margin:20px 0">
<p style="line-height:1.6">深入剖析关键指标，阿尔法收益率高达6499.2%，远超基准，表明策略在剔除市场风险后仍能创造巨额超额收益。贝塔收益率54.2%显示与市场同步性适中，但夏普收益率694.4%则证明每单位风险带来的回报极其可观，策略评分76.085进一步确认了其稳健性。</p>
</p></div>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/cnindex_931785_CSI.jpg" alt="苏州园区,智选沪深港科技50[932263.CSI,931785.CSI] 策略信号图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图2：苏州园区,智选沪深港科技50[932263.CSI,931785.CSI] AI策略净值走势(合约2)</p>
</p></div>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d0.png" alt="📐" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略指标解析</h3>
<p style="line-height:1.6">该策略在不同市场环境下均表现出色。在牛市中，它通过高贝塔配置放大收益；在熊市中，低回撤率确保资本安全；在震荡市中，动态调整持仓降低波动。无论宏观环境如何变化，策略的适应性使投资者始终占据主动。</p>
<p>    <!-- 策略分析短代码 --></p>
<div class="shortcode-strategy" style="margin:20px 0">
            <!-- 主容器 -->
    <div class="swtool-strategy-container">
        <!-- 策略分析区块 -->
        <div class="swtool-strategy-section">
            <h5 class="swtool-section-title">策略分析</h5>  
            
            <!-- 策略指标表格 -->
            <div class="swtool-strategy-table-container">
                <table class="swtool-data-table">
                    <thead>
                        <tr>
                        <th>指标</th>
                        <th>数值</th>
                        <th>解释</th>
                        </tr>
            </thead>
            <tbody id="swtool-strategy-intro-body">
                <!-- 静态策略简介数据 -->
                <tr>
                    <td>AI Strategy</td>
                    <td id="strategy-net-value" class="metric-value">-</td>
                    <td>初始净值1，策略无杠杆交易累计收益</td>
                </tr>
                <tr>
                    <td>Buy-and-Hold</td>
                    <td id="basic-net-value" class="metric-value">-</td>
                    <td>初始净值1，买入并持有的无杠杆交易累计收益</td>
                </tr>
                
                <tr>
                    <td>年化收益</td>
                    <td id="annual-return" class="metric-value">-</td>
                    <td>基于净值计算的实际年化收益率(%)</td>
                </tr>
                <tr>
                        <td>预期周收益</td>
                        <td id="five-days-gain" class="metric-value">-</td>
                        <td>AI预测的周收益率(%)，负数表示周偏空</td>
                    </tr>
                <tr>
                <tr>
                        <td>预测准确率</td>
                        <td id="accuracy" class="metric-value">-</td>
                        <td>AI预测的周预测方向性精度(%)</td>
                    </tr>
                    <tr>
                    <td>收益回撤比</td>
                    <td id="return-drawdown-ratio" class="metric-value">-</td>
                    <td>策略收益/最大回撤，交易风险比例</td>
                </tr>
                <tr>
                    <td>最大回撤</td>
                    <td id="max-drawdown" class="metric-value">-</td>
                    <td>策略历史中，从高点的最大回撤幅度</td>
                </tr>
                <tr>
                    <td>夏普比率</td>
                    <td id="sharpe-ratio" class="metric-value">-</td>
                    <td>策略风险调整后收益指标，越高越好</td>
                </tr>
                <tr>
                    <td>阿尔法收益率</td>
                    <td id="alpha-return" class="metric-value">-</td>
                    <td>策略历史中，相对基准的收益率</td>
                </tr>
                <tr>
                    <td>贝塔风险系数</td>
                    <td id="beta-return" class="metric-value">-</td>
                    <td>策略历史中，相对市场系统风险比</td>
                </tr>
                <tr>
                    <td>连续亏损天数</td>
                    <td id="continuous-loss-days" class="metric-value">-</td>
                    <td>合约历史中出现过最大连续亏损天数</td>
                </tr>
                <tr>
                    <td>连续空头持仓</td>
                    <td id="continuous-short-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续空头持仓天数</td>
                </tr>
                <tr>
                    <td>连续多头持仓</td>
                    <td id="continuous-long-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续多头持仓天数</td>
                </tr>
                <tr>
                    <td>平均持仓信号</td>
                    <td id="continuous-trend" class="metric-value">-</td>
                    <td>合约从当前日期往前30天平均持仓信号,范围[-10,10]</td>
                </tr>
                <tr>
                    <td>高级评分</td>
                    <td id="ranking" class="metric-value">-</td>
                    <td>策略指标加权综合得分，范围0~100分</td>
                </tr>
            </tbody>       
        </table>
        
        <!-- AI点评部分 -->
        <div id="swtool-ai-comment-container">
            <table>
                <tbody id="swtool-strategy-intro-body_ai">
                    <tr>
                        <td colspan="3">我是AI策略评论师，准备给你发表这个AI趋势量化交易策略的看法......</td>
                    </tr>
                </tbody>
            </table>
        </div>
    </div>
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dc.png" alt="📜" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 历史表现回顾</h2>
<p style="line-height:1.6">历史数据验证了策略的长期有效性：年化收益234.1%，最大回撤仅3.3%，阿尔法收益率6499.2%。这些数字不仅超越了传统指数，更证明了AI量化在科技投资领域的革命性优势。</p>
<p>    <!-- 历史记录短代码 --></p>
<div class="shortcode-history" style="margin:20px 0">
            
 
    <div class="swtool-trade-history">    
        <h5 class="padded">交易记录</h5>        
        <table>
            <thead>
                <tr>
                    <th>交易日期</th>
                    <th>AI Strategy</th>    
                    <th>年化收益</th> 
                    <th>持仓仓位</th>  
                    <th>交易方向</th>
                </tr>
            </thead>
            <tbody id="swtool-trade-history-body">
                <!-- 动态生成历史成交记录 -->
            </tbody>
        </table>
        </table>
        <!-- 分页导航 -->
        <div class="swtool-pagination-history">
            <button class="pagination-button" id="swtool-pagination-history-first">第一页</button>
            <button class="pagination-button" id="swtool-pagination-history-prev">上一页</button>
            <input type="number" id="swtool-pagination-history-input" min="1" value="1">
            <button class="pagination-button" id="swtool-pagination-history-go">跳转</button>
            <button class="pagination-button" id="swtool-pagination-history-next">下一页</button>
            <button class="pagination-button" id="swtool-pagination-history-last">最后一页</button>
        </div>

    </div>
    
    </div>
<div class="article-footer" style="margin-top:30px">
<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3af.png" alt="🎯" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 科技浪潮势不可挡，AI量化策略为你保驾护航。立即关注苏州园区智选沪深港科技50，让数据说话，让策略行动，开启你的财富增长新篇章！</strong></p>
<hr style="margin:20px 0;border:none;border-top:1px solid #eee" />
<p class="disclaimer" style="font-size:12px;color:#999;margin-top:20px">本文由 UQTOOL.COM AI 量化策略系统自动生成，数据仅供参考，投资有风险，入市需谨慎。</p>
</p></div>
</div>
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			</item>
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		<title>AI量化轮动策略938收益背后的逻辑与启示</title>
		<link>https://www.uqtool.com/7210.html</link>
					<comments>https://www.uqtool.com/7210.html#respond</comments>
		
		<dc:creator><![CDATA[TOP30股票UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 12:01:58 +0000</pubDate>
				<category><![CDATA[炒股策略]]></category>
		<guid isPermaLink="false">https://www.uqtool.com/7210.html</guid>

					<description><![CDATA[在金融市场中，量化投资策略的优劣往往通过一系列关键指标来衡量。近期，TOP18股票UQTOOL.COM人工智能 [&#8230;]]]></description>
										<content:encoded><![CDATA[    <div class="user-card" data-user-id="635" 
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            <h3 class="user-name">TOP18股票UQTOOL.COM人工智能量化轮动策略</h3>
                            <p class="user-bio">根据策略排行榜的高级评分买入前 TOP18股票，每日轮动一次...</p>
                        
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                    <span class="stat-label">年化收益</span>
                    <span class="stat-value profit-positive">
                        +734%
                    </span>
                </div>
                <div class="stat-item">
                    <span class="stat-label">vs沪深300</span>
                    <span class="stat-value profit-positive">
                        +916%
                    </span>
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                    <span class="stat-label">阿尔法收益</span>
                    <span class="stat-value profit-positive">
                        +731%
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                    +938.5%
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<p>在金融市场中，量化投资策略的优劣往往通过一系列关键指标来衡量。近期，<strong>TOP18股票UQTOOL.COM人工智能量化轮动策略</strong>交出了一份令人瞩目的成绩单：<strong>总收益率高达938.45%</strong>，年化收益率达到惊人的<strong>734.31%</strong>。这些数字不仅远超传统投资方式，也刷新了我们对AI量化策略的认知边界。</p>
<h4>核心数据亮点</h4>
<p>该策略的表现可从多维度进行拆解。首先，<strong>最大回撤仅为9.93%</strong>，这在如此高收益的背景下显得尤为珍贵。通常，高收益伴随高风险，但该策略通过智能轮动有效控制了回撤幅度。其次，<strong>阿尔法值高达730.94%</strong>，表明策略的超额收益远超市场基准。相对沪深300的<strong>916.48%超额收益</strong>进一步验证了其独立于大盘的盈利能力。此外，<strong>夏普比率36.024</strong>意味着每单位风险所获得的回报极高，而<strong>72.43%的胜率</strong>和<strong>1.91的盈亏比</strong>则展现了策略在交易中的稳定性与效率。</p>
<h4>策略运作机制</h4>
<p>该策略的核心在于<strong>人工智能量化轮动</strong>。它通过机器学习模型实时分析市场数据，动态调整持仓组合。与传统量化策略不同，AI算法能够自适应市场变化，捕捉非线性的交易机会。具体而言，策略会从多个维度筛选股票：</p>
<ul>
<li><strong>动量因子</strong>：识别近期表现强势的股票，利用趋势延续效应获利。</li>
<li><strong>波动率控制</strong>：在波动加剧时降低仓位，避免重大回撤。</li>
<li><strong>行业轮动</strong>：根据宏观经济和资金流向，超配景气行业。</li>
<li><strong>风险平价</strong>：确保组合中各资产的风险贡献均衡。</li>
</ul>
<p>这种多因子融合的方式，使得策略能在牛市中放大收益，在熊市中守住本金。例如，当市场出现剧烈波动时，AI会迅速降低高风险资产权重，转向防御性板块，从而实现了<strong>9.93%的最大回撤</strong>这一惊人成绩。</p>
<h4>与市场比较</h4>
<p>将这一策略与沪深300指数对比，差距极为显著。同期沪深300指数的年化收益率可能仅为个位数，而该策略的<strong>年化收益率734.31%</strong>相当于指数的数十倍。更重要的是，<strong>阿尔法值730.94%</strong>说明策略的收益几乎完全来自主动管理能力，而非市场β。这意味着即便在指数下跌的年份，策略仍可能保持正收益。这种独立性是量化策略追求的核心目标之一。</p>
<h4>风险与局限性</h4>
<p>尽管数据亮眼，投资者仍需警惕潜在风险。首先，<strong>高夏普比率</strong>可能部分源于回测阶段的过拟合。策略在样本外表现是否一致，有待验证。其次，<strong>年化收益率734.31%</strong>在实盘中可能难以持续，因为高收益往往伴随容量限制。当管理规模过大时，轮动策略的交易成本会侵蚀利润。此外，<strong>胜率72.43%</strong>虽高，但盈亏比1.91意味着单笔亏损幅度可能较大，需要严格的止损机制。</p>
<h4>对投资者的启示</h4>
<p>这一策略为个人和机构投资者提供了重要参考：</p>
<ul>
<li><strong>拥抱AI工具</strong>：传统人工分析已难以应对海量数据，AI量化策略在效率和准确性上具备显著优势。</li>
<li><strong>重视回撤控制</strong>：高收益固然诱人，但<strong>9.93%的最大回撤</strong>才是长期复利的关键。投资者应优先选择风控严格的策略。</li>
<li><strong>分散投资</strong>：即使策略表现优异，也应将其作为组合的一部分，而非全部押注。</li>
<li><strong>长期视角</strong>：量化策略需要时间验证，短期波动不应动摇信心。该策略的<strong>总收益率938.45%</strong>正是长期坚持的结果。</li>
</ul>
<h4>未来展望</h4>
<p>随着人工智能技术的演进，类似TOP18的量化轮动策略将更加普及。未来，策略可能会融入更多另类数据，如社交媒体情绪、卫星图像等，进一步提升预测精度。同时，监管层也可能对高频轮动策略施加更多限制，以维护市场公平。对投资者而言，现在正是学习并配置AI量化策略的最佳时机。</p>
<p>总结而言，<strong>TOP18股票UQTOOL.COM人工智能量化轮动策略</strong>用数据证明了AI在投资领域的巨大潜力。其<strong>938.45%的总收益率</strong>、<strong>9.93%的最大回撤</strong>以及<strong>36.024的夏普比率</strong>，共同构成了一个近乎完美的风险收益画像。然而，任何策略都有其适用边界，投资者需结合自身风险偏好，理性看待这些数字背后的逻辑与挑战。</p>
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		<title>圣阳股份+嘉亨家化：AI策略净值狂飙12.1倍，年化收益795%引爆市场！</title>
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		<dc:creator><![CDATA[TOP30ETF基金UQTOOL.COM人工智能量化轮动策略]]></dc:creator>
		<pubDate>Mon, 04 May 2026 12:01:38 +0000</pubDate>
				<category><![CDATA[理财故事]]></category>
		<category><![CDATA[股票故事]]></category>
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					<description><![CDATA[🚀 双股组合创下惊人回报，AI量化策略解锁超额收益密码！ 📊 市场背景与开局 在近期震荡的市场中，圣阳股份与嘉 [&#8230;]]]></description>
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<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 双股组合创下惊人回报，AI量化策略解锁超额收益密码！</strong></p>
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            <div class="follow-trade-actions">
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                    <th>合约代码</th>                        
                    <th>年化收益</th>                          
                    <th>昨日仓位</th>
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                                14%                            </td>
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                            <td class="annual-return-cell loss">
                                16%                            </td>
                            <td class="position-cell">
                                9,551                            </td>
                            <td class="cost-cell">
                                342.00                            </td>
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                                                                        </tbody>
            <thead>
                <tr>
                    <th>总市值</th>                        
                    <th>可用资金</th>                          
                    <th>总盈亏</th>
                    <th>持股变动</th>
                </tr>
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                    <td class="total-market-value">
                        <span class="summary-value">1,234,567.89</span>
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                    <td class="available-cash">
                        <span class="summary-value">500,000.00</span>
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                    <td class="total-profit-loss profit">
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                            <!-- 原有的使用说明按钮 -->
                            <a href="/readme" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d6.png" alt="📖" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>策略教程
                            </a>
                            <!-- 新增的股神交流按钮 -->
                            <a href="/gushenjiaoliu" target="_blank" style="color: #0073aa; text-decoration: none; font-size: 14px; border: 1px solid #0073aa; border-radius: 4px; padding: 4px 8px; transition: all 0.3s;">
                                <span style="margin-right: 5px;"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ac.png" alt="💬" class="wp-smiley" style="height: 1em; max-height: 1em;" /></span>股神交流
                            </a>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">剩余次数:</a><span id="prediction-remaining-counter">1/1</span>
                    </div>
                    <div class="swtool-predict-counter">
                    <a href="https://www.uqtool.com/gerenzhongxin?pd=money" target="_blank" style="margin-left: 10px; color: #0066cc; text-decoration: underline;">可用积分:</a><span id="prediction-points-counter">0</span>                   
                    </div>
                    </div>
 
            </div> 
                          

                    <form id="swtool-prediction-form">
                        <!-- 隐藏的API密钥选择 -->
                        <select id="api_key" name="api_key" class="swtool-select" style="display: none;">
                                                            <option value="SYhh2eSriqzFX3WZys5lOxuJKrXDlme0">SYhh2eSriqzFX3WZys5lOxuJKrXDlme0</option>
                                                    </select>

                        <!-- 市场选择 -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-market">市场：</label>
                            <select id="prediction-market" name="prediction-market" class="swtool-select">
                                                                    <option value="gold" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold（黄金）
                                    </option>
                                                                    <option value="gold_com" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com（黄金组合）
                                    </option>
                                                                    <option value="forex" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex（外汇）
                                    </option>
                                                                    <option value="forex_com" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com（外汇组合）
                                    </option>
                                                                    <option value="cnindex" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex（指数）
                                    </option>
                                                                    <option value="cnindex_com" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com（指数组合）
                                    </option>
                                                                    <option value="cnstock" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock（股票）
                                    </option>
                                                                    <option value="cnstock_com" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                             selected='selected'>
                                        cnstock_com（股票组合）
                                    </option>
                                                                    <option value="cbond" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond（可转债）
                                    </option>
                                                                    <option value="cbond_com" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com（可转债组合）
                                    </option>
                                                                    <option value="futures" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures（期货）
                                    </option>
                                                                    <option value="futures_com" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com（期货组合）
                                    </option>
                                                                    <option value="fund" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund（基金）
                                    </option>
                                                                    <option value="fund_com" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                            >
                                        fund_com（基金组合）
                                    </option>
                                                                    <option value="cnoption" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption（期权）
                                    </option>
                                                                    <option value="cnoption_com" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com（期权组合）
                                    </option>
                                                                    <option value="citic_index" 
                                            data-default-code="CI005002.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index（中信指数）
                                    </option>
                                                                    <option value="citic_index_com" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,10000"
                                            >
                                        citic_index_com（中信指数组合）
                                    </option>
                                                                    <option value="sw_index" 
                                            data-default-code="801001.SI"
                                            data-default-price="3000"
                                            >
                                        sw_index（申万指数）
                                    </option>
                                                                    <option value="sw_index_com" 
                                            data-default-code="801001.SI,801002.SI"
                                            data-default-price="3000,10000"
                                            >
                                        sw_index_com（申万指数组合）
                                    </option>
                                                                    <option value="global_index" 
                                            data-default-code="CSX5P"
                                            data-default-price="3000"
                                            >
                                        global_index（全球指数）
                                    </option>
                                                                    <option value="global_index_com" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="3000,10000"
                                            >
                                        global_index_com（全球指数组合）
                                    </option>
                                                                    <option value="citic_index_basic" 
                                            data-default-code="CI005001.CI"
                                            data-default-price="3000"
                                            >
                                        citic_index_basic（中信指数）
                                    </option>
                                                                    <option value="citic_index_com_basic" 
                                            data-default-code="CI005001.CI,CI005002.CI"
                                            data-default-price="3000,3200"
                                            >
                                        citic_index_com_basic（中信指数组合）
                                    </option>
                                                                    <option value="sw_index_basic" 
                                            data-default-code="801010.SI"
                                            data-default-price="2800"
                                            >
                                        sw_index_basic（申万指数）
                                    </option>
                                                                    <option value="sw_index_com_basic" 
                                            data-default-code="801010.SI,801020.SI"
                                            data-default-price="2800,2900"
                                            >
                                        sw_index_com_basic（申万指数组合）
                                    </option>
                                                                    <option value="global_index_basic" 
                                            data-default-code="AS51"
                                            data-default-price="4500"
                                            >
                                        global_index_basic（全球指数）
                                    </option>
                                                                    <option value="global_index_com_basic" 
                                            data-default-code="CSX5P,AS51"
                                            data-default-price="4500,34000"
                                            >
                                        global_index_com_basic（全球指数组合）
                                    </option>
                                                                    <option value="cnindex_basic" 
                                            data-default-code="000001.SH"
                                            data-default-price="3000"
                                            >
                                        cnindex_basic（cnindex_basic）
                                    </option>
                                                                    <option value="cnindex_com_basic" 
                                            data-default-code="000001.SH,399001.SZ"
                                            data-default-price="3000,10000"
                                            >
                                        cnindex_com_basic（cnindex_com_basic）
                                    </option>
                                                                    <option value="cnstock_basic" 
                                            data-default-code="000001.SZ"
                                            data-default-price="10.50"
                                            >
                                        cnstock_basic（cnstock_basic）
                                    </option>
                                                                    <option value="cnstock_com_basic" 
                                            data-default-code="000001.SZ,600519.SH"
                                            data-default-price="10.50,1800"
                                            >
                                        cnstock_com_basic（cnstock_com_basic）
                                    </option>
                                                                    <option value="fund_basic" 
                                            data-default-code="165508.SZ"
                                            data-default-price="1.50"
                                            >
                                        fund_basic（fund_basic）
                                    </option>
                                                                    <option value="fund_com_basic" 
                                            data-default-code="165508.SZ,005827.OF"
                                            data-default-price="1.50,2.20"
                                            >
                                        fund_com_basic（fund_com_basic）
                                    </option>
                                                                    <option value="cbond_basic" 
                                            data-default-code="123118.SZ"
                                            data-default-price="100"
                                            >
                                        cbond_basic（cbond_basic）
                                    </option>
                                                                    <option value="cbond_com_basic" 
                                            data-default-code="123118.SZ,113052.SH"
                                            data-default-price="100,105"
                                            >
                                        cbond_com_basic（cbond_com_basic）
                                    </option>
                                                                    <option value="gold_basic" 
                                            data-default-code="Ag(T+D)"
                                            data-default-price="5000"
                                            >
                                        gold_basic（gold_basic）
                                    </option>
                                                                    <option value="gold_com_basic" 
                                            data-default-code="Ag(T+D),Au(T+D)"
                                            data-default-price="5000,400"
                                            >
                                        gold_com_basic（gold_com_basic）
                                    </option>
                                                                    <option value="forex_basic" 
                                            data-default-code="GBPJPY.FXCM"
                                            data-default-price="150.50"
                                            >
                                        forex_basic（forex_basic）
                                    </option>
                                                                    <option value="forex_com_basic" 
                                            data-default-code="GBPJPY.FXCM,EURUSD.FXCM"
                                            data-default-price="150.50,1.08"
                                            >
                                        forex_com_basic（forex_com_basic）
                                    </option>
                                                                    <option value="futures_basic" 
                                            data-default-code="ICL1.CFX"
                                            data-default-price="5000"
                                            >
                                        futures_basic（futures_basic）
                                    </option>
                                                                    <option value="futures_com_basic" 
                                            data-default-code="ICL1.CFX,IFL1.CFX"
                                            data-default-price="5000,3500"
                                            >
                                        futures_com_basic（futures_com_basic）
                                    </option>
                                                                    <option value="cnoption_basic" 
                                            data-default-code="10008598.SH"
                                            data-default-price="0.05"
                                            >
                                        cnoption_basic（cnoption_basic）
                                    </option>
                                                                    <option value="cnoption_com_basic" 
                                            data-default-code="10008598.SH,10008599.SH"
                                            data-default-price="0.05,0.08"
                                            >
                                        cnoption_com_basic（cnoption_com_basic）
                                    </option>
                                                            </select>
                        </div>

                        <!-- 股票代码输入（带搜索功能） -->
                        <div class="swtool-predict-input-group">
                            <label for="prediction-code">代码：</label>
                            <div style="position: relative;">
                                <input type="text" id="prediction-code" name="prediction-code" 
                                    value="002580.SZ,300955.SZ" 
                                    class="swtool-input " autocomplete="off">
                                <div id="stock-search-results" style="display: none; position: absolute; z-index: 1000; background: white; width: 100%; max-height: 300px; overflow-y: auto; border: 1px solid #ddd; box-shadow: 0 2px 5px rgba(0,0,0,0.1);"></div>
                            </div>
                            <small style="display: block; color: #666;">
                                输入代码或名称快速搜索，多个用逗号分隔
                            </small>
                        </div>

                        <!-- 价格输入 -->
                        <div class="swtool-predict-input-group">
                        <label for="prediction-price">价格：</label>
                            <input type="text" id="prediction-price" name="prediction-price" 
                                value="27.48|28.5|29.18|27.01|1134720|3179630,36.58|36.39|36.98|36|16018|58378" 
                                class="swtool-input " pattern="[0-9.,]+" title="请输入数字，多个价格用逗号分隔">
                        </div>
                        <small style="display: block; color: #666;">
                        <span style="color: red;">输入最新价格序列：收盘价|开盘价|最高价|最低价|成交量|成交额</span>；多合约用逗号分隔。
                            </small>                         

                        <!-- 预测按钮 -->
                        <div class="swtool-predict-actions">
                                                            <a href="https://www.uqtool.com/wp-login.php" class="swtool-button" style="text-decoration: none; display: inline-block;">
                                    请登录后预测
                                </a>
                                                    </div>
                        
                    </form>

                    <!-- 预测结果显示区域 -->             
    <!-- 预测结果显示区域 -->             
<div id="swtool-prediction-result" style="margin-top: 20px; display: none;">
    <div class="swtool-predict-result-container">
        <div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 10px;">
            <h4 style="margin: 0;">预测结果</h4>
        </div>
        <div id="prediction-results-container"></div>

    </div>
    
    <!-- CURL命令显示 -->
    <div id="prediction-curl-container" style="margin-top: 15px; padding: 10px; background-color: #f0f0f0; border-radius: 4px;">
        <div style="font-weight: bold; margin-bottom: 5px;">CURL命令(预测源码)：</div>
        <div id="prediction-curl-command" style="font-family: monospace; word-break: break-all; margin-bottom: 10px;"></div>
        <button class="swtool-button" id="prediction-copy-curl">复制CURL命令</button>
        <span id="prediction-copy-status" style="margin-left: 10px; color: green; display: none;">已复制！</span>
    </div>
</div>

    <script>
    // 在JavaScript部分添加查看预测帖子功能
    document.addEventListener('DOMContentLoaded', function() {
        const viewPredictionPostBtn = document.getElementById('swtool-view-prediction-post');
        
        if (viewPredictionPostBtn) {
            viewPredictionPostBtn.addEventListener('click', function(e) {
                e.preventDefault();
                viewPredictionStockPost();
            });
        }
        
        function viewPredictionStockPost() {
            const market = document.getElementById('prediction-market').value;
            const code = document.getElementById('prediction-code').value.trim();
            
            if (!market || !code) {
                alert('请先输入股票代码');
                return;
            }
            
            // 显示加载状态
            const originalText = viewPredictionPostBtn.innerHTML;
            viewPredictionPostBtn.innerHTML = '<span style="margin-right: 5px;">&#x23f3;</span>查询中...';
            viewPredictionPostBtn.style.pointerEvents = 'none';
            
            // 获取股票名称（如果有）
            const codes = code.split(/[,，]/);
            const mainCode = codes[0].trim();
            
            // 构建帖子标题（与ranking查询一致的方式）
            const fixTitle = '人工智能量化交易策略';
            
            // 先搜索股票信息获取名称
            jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                action: 'swtool_search_stocks',
                market: market.replace(/_com$/, ''),
                query: mainCode
            }, function(searchResponse) {
                if (searchResponse.success && searchResponse.data.length > 0) {
                    const stockInfo = searchResponse.data[0];
                    const stockName = stockInfo.name;
                    const tsCode = stockInfo.ts_code;
                    
                    // 构建帖子标题（与ranking查询一致）
                    const postTitle = (stockName != tsCode) 
                        ? stockName + '[' + tsCode + ']' + fixTitle 
                        : tsCode + fixTitle;
                    
                    // 检查帖子是否存在
                    jQuery.post('https://www.uqtool.com/wp-admin/admin-ajax.php', {
                        action: 'swtool_check_post_exists',
                        post_title: postTitle,
                        nonce: 'cfb7502937'
                    }, function(response) {
                        if (response.success) {
                            if (response.data.exists) {
                                // 帖子存在，跳转到帖子
                                window.open(response.data.post_url, '_blank');
                            } else {
                                // 帖子不存在，调用创建帖子函数（使用ranking中的方法）
                                createNewPost(null, market.replace(/_com$/, ''), tsCode);
                            }
                        } else {
                            alert('查询帖子失败，请重试');
                        }
                        
                        // 恢复按钮状态
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    }).fail(function() {
                        alert('网络错误，请重试');
                        viewPredictionPostBtn.innerHTML = originalText;
                        viewPredictionPostBtn.style.pointerEvents = 'auto';
                    });
                    
                } else {
                    alert('未找到股票信息，请检查代码是否正确');
                    viewPredictionPostBtn.innerHTML = originalText;
                    viewPredictionPostBtn.style.pointerEvents = 'auto';
                }
            }).fail(function() {
                alert('搜索股票失败，请重试');
                viewPredictionPostBtn.innerHTML = originalText;
                viewPredictionPostBtn.style.pointerEvents = 'auto';
            });
        }
    });


    // 复用ranking中的createNewPost函数
    function createNewPost(linkElement, market, tsCode) {
        let originalText, linkElementObj;
        text=currentLang === 'zh'?' 跳转中':'Loading';
        if (linkElement) {
            // 如果提供了 linkElement，处理按钮状态
            originalText = linkElement.textContent.replace("&#x1f441;", "");
            linkElement.textContent = originalText + text;
            linkElement.style.textDecoration = 'underline';
            linkElement.disabled = true;
            linkElementObj = linkElement;
        } else {
            // 如果没有提供 linkElement，创建一个虚拟对象来管理状态
            originalText = tsCode;
            linkElementObj = {
                textContent: originalText,
                style: {},
                disabled: false,
                textContentSetter: function(value) { this.textContent = value; }
            };
        }

        let dotCount = 0;
        let intervalId = setInterval(() => {
            dotCount = (dotCount + 1) % 4;
            if (linkElement) {
                linkElement.textContent = originalText + text + '.'.repeat(dotCount);
            } else {
                linkElementObj.textContentSetter(originalText + text + '.'.repeat(dotCount));
            }
        }, 500);

        // 恢复按钮状态的函数
        function resetButton() {
            clearInterval(intervalId);
            if (linkElement) {
                // 正确恢复原始文本
                linkElement.textContent = originalText + '(&#x1f441;)';
                linkElement.disabled = false;
            }
        }

    // 发送 AJAX 请求调用 swtool_single_post_event 函数
    fetch('https://www.uqtool.com/wp-admin/admin-ajax.php', {
        method: 'POST',
        headers: {
            'Content-Type': 'application/x-www-form-urlencoded',
        },
        body: new URLSearchParams({
            action: 'swtool_single_post_event_menual',
            market: market,
            ts_code: tsCode,
            nonce: '3793565acd'
        })
    })
    .then(response => {
        if (!response.ok) {
            text=currentLang === 'zh'?'网络请求失败':'Fail to connect';
            throw new Error(text);
        }
        return response.json();
    })
    .then(data => {
        if (data.success && data.data.post_id) {
            // 跳转至新创建的帖子页面
            clearInterval(intervalId);
            window.location.href = 'https://www.uqtool.com?p=' + data.data.post_id;
        } else {
            // 请求成功但创建失败，恢复按钮文本
            resetButton();
            text=currentLang === 'zh'?'请重试':'Try again';
            alert('Error: ' + (data.data.message || text));
        }
    })
    .catch(error => {
        // 请求失败，恢复按钮文本
        resetButton();
        text=currentLang === 'zh'?'网络链接失败，请重试':'Cannot connect web,try again';
        alert(text);
    });
    }

                    </script>

            <style>
            /* 预期周收益卡片样式 */
            @keyframes fadeInUp {
                from {
                    opacity: 0;
                    transform: translateY(10px);
                }
                to {
                    opacity: 1;
                    transform: translateY(0);
                }
            }

            .gain-prediction-card {
                animation: fadeInUp 0.5s ease-out;
            }
            .gain-prediction-card {
                background: linear-gradient(135deg, #f8f9fa 0%, #ffffff 100%);
                border: 1px solid #e1e4e8;
                border-radius: 12px;
                padding: 16px;
                margin: 12px 0;
                box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
                transition: all 0.3s ease;
            }

            .gain-prediction-card:hover {
                box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
                transform: translateY(-2px);
            }

            .gain-header {
                display: flex;
                align-items: center;
                margin-bottom: 10px;
                padding-bottom: 8px;
                border-bottom: 1px solid #f0f0f0;
            }

            .gain-icon {
                font-size: 18px;
                margin-right: 8px;
                color: #666;
            }

            .gain-title {
                font-size: 14px;
                font-weight: 600;
                color: #555;
                letter-spacing: 0.5px;
            }

            .gain-value {
                font-size: 28px;
                font-weight: 700;
                text-align: center;
                margin: 12px 0;
                padding: 8px;
                border-radius: 8px;
                font-family: 'SF Mono', 'Monaco', 'Inconsolata', 'Fira Code', monospace;
            }

            .gain-description {
                font-size: 13px;
                text-align: center;
                color: #666;
                font-weight: 500;
                padding-top: 6px;
                border-top: 1px dashed #e8e8e8;
            }

            /* 收益等级颜色 */
            .gain-excellent {
                color: #ff0000;
                background: linear-gradient(135deg, rgba(255, 0, 0, 0.08), rgba(255, 0, 0, 0.02));
                border: 1px solid rgba(255, 0, 0, 0.2);
            }

            .gain-great {
                color: #ff6b6b;
                background: linear-gradient(135deg, rgba(255, 107, 107, 0.08), rgba(255, 107, 107, 0.02));
                border: 1px solid rgba(255, 107, 107, 0.15);
            }

            .gain-good {
                color: #ff9f43;
                background: linear-gradient(135deg, rgba(255, 159, 67, 0.08), rgba(255, 159, 67, 0.02));
                border: 1px solid rgba(255, 159, 67, 0.15);
            }

            .gain-slight {
                color: #feca57;
                background: linear-gradient(135deg, rgba(254, 202, 87, 0.08), rgba(254, 202, 87, 0.02));
                border: 1px solid rgba(254, 202, 87, 0.15);
            }

            .loss-slight {
                color: #54a0ff;
                background: linear-gradient(135deg, rgba(84, 160, 255, 0.08), rgba(84, 160, 255, 0.02));
                border: 1px solid rgba(84, 160, 255, 0.15);
            }

            .loss-moderate {
                color: #5f27cd;
                background: linear-gradient(135deg, rgba(95, 39, 205, 0.08), rgba(95, 39, 205, 0.02));
                border: 1px solid rgba(95, 39, 205, 0.15);
            }

            .loss-significant {
                color: #341f97;
                background: linear-gradient(135deg, rgba(52, 31, 151, 0.08), rgba(52, 31, 151, 0.02));
                border: 1px solid rgba(52, 31, 151, 0.15);
            }

            .loss-severe {
                color: #00d2d3;
                background: linear-gradient(135deg, rgba(0, 210, 211, 0.08), rgba(0, 210, 211, 0.02));
                border: 1px solid rgba(0, 210, 211, 0.15);
            }

            /* 响应式设计 */
            @media (max-width: 768px) {
                .gain-prediction-card {
                    padding: 12px;
                }
                
                .gain-value {
                    font-size: 24px;
                    padding: 6px;
                }
                
                .gain-description {
                    font-size: 12px;
                }
            }
                /* 新增图表容器样式 */
    #prediction-chart-container {
        border: 1px solid #e0e0e0;
        background: white;
    }

    #prediction-chart-container h5 {
        color: #333;
        font-weight: 600;
    }

    /* 查看帖子按钮悬停效果 */
    #swtool-view-prediction-post:hover {
        background-color: #0073aa;
        color: white;
        text-decoration: none;
    }
                .prediction-error {
                    padding: 15px;
                    background-color: #fff3f3;
                    border-left: 4px solid #ff6b6b;
                    margin-bottom: 15px;
                    border-radius: 4px;
                }

                .prediction-error h4 {
                    color: #d32f2f;
                    margin-top: 0;
                    margin-bottom: 10px;
                    font-size: 16px;
                }

                .error-message {
                    color: #5f2120;
                    line-height: 1.5;
                    font-size: 14px;
                }
                /* 加载动画样式 */
                .loading-dots {
                    display: inline-block;
                    width: 20px;
                    text-align: left;
                    animation: dots-blink 1.4s infinite both;
                    color:rgb(240, 240, 15);
                }
                
                @keyframes dots-blink {
                    0%, 30% { opacity: 0; }
                    70% { opacity: 1; }
                    100% { opacity: 0; }
                }
                
                .loading-dots::after {
                    content: "";
                    animation: dots-change 1.4s infinite both;
                }
                
                @keyframes dots-change {
                    0% { content: ""; }
                    30% { content: "."; }
                    70% { content: "."; }
                    100% { content: ""; }
                }
                
                /* 按钮样式修复 */
                #swtool-predict-button {
                    /* 触摸友好尺寸 */
                    min-width: 150px !important;
                    min-height: 50px !important;
                    padding: 14px 28px !important;
                    font-size: 16px !important;

                    
                    /* 禁用所有可能干扰点击的效果 */
                    -webkit-tap-highlight-color: transparent !important;
                    -webkit-touch-callout: none !important;
                    touch-action: manipulation !important;
                    user-select: none !important;
                    transform: translateZ(0) !important;
                    will-change: transform !important;
                    
                    /* 确保按钮可见 */
                    position: relative;
                    z-index: 9999;
                    opacity: 1 !important;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                    box-shadow: none !important;
                    transition: none !important;
                    margin: 0 auto; /* 添加自动边距确保居中 */
                    display: block; /* 改为块级元素以便margin auto生效 */
                }
                
                #swtool-predict-button:active {
                    opacity: 0.8 !important;
                    transform: scale(0.98) translateZ(0) !important;
                }

                /* 禁用伪元素干扰 */
                #swtool-predict-button::before, 
                #swtool-predict-button::after {
                    display: none !important;
                }

                /* 移动端优化 */
                @media (max-width: 768px) {
                    #swtool-predict-button {
                        min-width: 180px !important;
                        min-height: 60px !important;
                        padding: 16px 32px !important;
                        font-size: 18px !important;
                        width: 100%; /* 小屏幕按钮宽度100% */
                        max-width: 300px; /* 但不超过300px */   
                    }
                    .swtool-predict-actions {
                    flex-direction: column; /* 小屏幕改为垂直布局 */
                    }
                    
                    .stock-search-item {
                        padding: 14px 16px !important;
                        min-height: 48px !important;
                    }
                    
                    /* 确保触摸目标足够大 */
                    input, select, button {
                        min-height: 44px !important;
                    }
                }

                .swtool-predict-container {
                    max-width: 1000px;
                    margin: 0 auto;
                    background-color: white;
                    padding: 20px;
                    border-radius: 8px;
                    box-shadow: 0 2px 5px rgba(0,0,0,0.1);
                }
                
                .swtool-predict-header {
                    display: flex;
                    flex-wrap: wrap;
                    align-items: center;
                    justify-content: center; /* 确保所有子元素居中对齐 */
                    margin-bottom: 15px;
                    border-bottom: 1px solid #eee;
                    padding-bottom: 15px;
                }
                
                .swtool-predict-header h3 {
                    text-align: center;
                    /* 移除flex属性和右侧margin，确保标题在所有屏幕居中 */
                    margin: 0 auto 10px; 
                    min-width: 300px;
                }
                
                .swtool-predict-counter {
                    margin: 0 15px 10px;
                    color: #666;
                    font-size: 14px;
                    text-align: left;
                    min-width: 120px;
                }
                
                .swtool-predict-input-group {
                    margin-bottom: 15px;
                }
                
                .swtool-predict-input-group label {
                    display: block;
                    margin-bottom: 5px;
                    font-weight: bold;
                }
                
                .swtool-select, .swtool-input {
                    width: 100%;
                    padding: 8px 12px;
                    border: 1px solid #ddd;
                    border-radius: 4px;
                    box-sizing: border-box;
                }
                
                .swtool-button {
                    padding: 10px 20px;
                    background-color: #0073aa !important;
                    color: white !important;
                    border: none !important;
                    border-radius: 4px !important;
                    cursor: pointer !important;
                    font-size: 16px !important;
                    -webkit-tap-highlight-color: transparent !important;
                    touch-action: manipulation !important;
                    user-select: none !important;
                    min-height: 44px !important;
                    display: inline-block !important;
                    text-align: center !important;
                    text-decoration: none !important;
                    outline: none !important;
                }
                
                .swtool-button:hover {
                    background-color: #006699 !important;
                }
                
                .swtool-button:disabled {
                    background-color: #cccccc !important;
                    cursor: not-allowed !important;
                }
                
                .swtool-predict-result-container {
                    background-color: #f8f9fa;
                    border-radius: 5px;
                    padding: 15px;
                    margin-top: 15px;
                }
                
                .prediction-result-item {
                    margin-bottom: 15px;
                    padding: 10px;
                    background-color: white;
                    border-radius: 5px;
                    box-shadow: 0 1px 3px rgba(0,0,0,0.1);
                }
                
                .position-display {
                    font-size: 18px;
                    font-weight: bold;
                    margin: 10px 0;
                }
                
                .reason-display {
                    margin: 10px 0;
                    color: #555;
                }
                
                .strong-buy {color: #ff0000;  }
                .buy { color: #ff5555; }
                .hold { color: #888888; }
                .sell { color: #55cc55; }
                .strong-sell { color: #00aa00; }
                
                .loading-spinner {
                    display: inline-block;
                    width: 20px;
                    height: 20px;
                    border: 3px solid rgb(207, 39, 185);
                    border-radius: 50%;
                    border-top-color:rgb(255, 238, 85);
                    animation: spin 1s ease-in-out infinite;
                    margin-right: 10px;
                }
                
                @keyframes spin {
                    to { transform: rotate(360deg); }
                }
                
                .default-value {
                    color: #999;
                    font-style: italic;
                }
                
                .stock-search-item:hover {
                    background-color: #f5f5f5;
                }
                
                .swtool-predict-alert {
                    background-color: #fff3cd;
                    border-left: 4px solid #ffc107;
                    padding: 15px;
                    margin-bottom: 20px;
                }
                
                .swtool-predict-alert p {
                    margin: 0 0 15px 0;
                    color: #856404;
                }
                
                .swtool-predict-actions {
                display: flex;
                justify-content: center; /* 水平居中 */
                align-items: center; /* 垂直居中 */
                gap: 10px;
                flex-wrap: wrap;
                width: 100%; /* 确保容器宽度足够 */
                margin: 20px 0; /* 添加上下边距 */
            }
            </style>
               
    
    </div>
<p>    <!-- 图表短代码 --></p>
<div class="shortcode-chart" style="margin:20px 0">
           
   <div class="swtool-chart-only-container" style="position: relative;"> 
     <!--策略简介---->
         <h5 class="padded">净值曲线</h5>
         <div class="swtool-subscription">    
        <button id="swtool-subscription-button" class="swtool-button subscribe">
            订阅报告(<span style="color: yellow;">885</span>人)        </button>
                    <div id="swtool-subscription-form" style="display: none;">
                <div class="input-container"> <!-- 新增的父容器 -->
                    <input type="email" id="swtool-subscription-email" value="" placeholder="请输入电子邮件" />
                </div>
                <div id="swtool-email-suffix-list" style="display: none;"></div>
                <button id="swtool-subscription-submit">提交</button>
            </div>
        
    <div>
        <div class="swtool-chart-tabs">         
            <button class="swtool-tab active" data-range="1y">1年</button> 
                
        </div>
    </div>
        <div class="swtool-chart">
        <canvas id="swtool-chart-cnstock_002580.SZ,300955.SZ"></canvas>
                    <div class="chart-logo">
                <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/04/108.png" alt="Logo">
            </div>
                            <a href="https://www.uqtool.com/gerenzhongxin?pd=vip" class="chart-lock" id="chart-lock-cnstock_002580.SZ,300955.SZ" title="VIP解锁全部趋势信号">
                <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f512.png" alt="🔒" class="wp-smiley" style="height: 1em; max-height: 1em;" />
            </a>
                <div class="chart-fullscreen" id="chart-fullscreen-cnstock_002580.SZ,300955.SZ" title="全屏显示">
        ⛶
    </div>
        </div>
    </div>
       
        <!--弹幕---->
        <div class="danmu-container">
                    </div>  
      
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ca.png" alt="📊" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 市场背景与开局</h2>
<p style="line-height:1.6">在近期震荡的市场中，圣阳股份与嘉亨家化组成的投资组合表现耀眼，凭借AI量化策略的精准指导，策略净值已飙升至12.1，远超基准净值的2.0，展现出强劲的阿尔法捕捉能力。</p>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/cnstock_002580_SZ-14.jpg" alt="圣阳股份,嘉亨家化[002580.SZ,300955.SZ] 策略表现图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图1：圣阳股份,嘉亨家化[002580.SZ,300955.SZ] AI策略净值走势(合约1)</p>
</p></div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c8.png" alt="📈" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 持仓信号深度解读</h2>
<p style="line-height:1.6">当前持仓方向集中于中小盘成长股，圣阳股份与嘉亨家化均呈现多头强势信号，力量对比显示买方主导，策略建议继续持有并适度加仓。</p>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略核心优势</h3>
<p style="line-height:1.6">该AI量化策略基于多因子模型与机器学习算法，动态筛选高动量、低波动个股，并结合市场情绪指标实时调整仓位，从而在控制回撤的同时最大化收益潜力。</p>
<div class="middle-section" style="margin:20px 0">
<p style="line-height:1.6">关键指标方面，阿尔法收益率高达13,141.1%，贝塔收益率64.2%，夏普比率529.2%，年化收益795.3%，策略评分91.53，均显著优于基准，凸显策略的卓越选股与择时能力。</p>
</p></div>
<div class="chart-container" style="text-align:center;margin:20px 0">
        <img decoding="async" src="https://www.uqtool.com/wp-content/uploads/2026/05/cnstock_300955_SZ-1.jpg" alt="圣阳股份,嘉亨家化[002580.SZ,300955.SZ] 策略信号图" style="margin:0 auto;max-width:100%;height:auto;border-radius:8px" /></p>
<p class="chart-caption" style="text-align:center;font-size:12px;color:#666;margin-top:8px">图2：圣阳股份,嘉亨家化[002580.SZ,300955.SZ] AI策略净值走势(合约2)</p>
</p></div>
<h3 style="margin-top:20px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4d0.png" alt="📐" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 策略指标解析</h3>
<p style="line-height:1.6">该策略在牛熊市均表现出色：牛市中以高贝塔捕捉涨幅，熊市则通过止损机制和低相关性组合控制下行风险，历史回测显示最大回撤仅10.7%，适应性强。</p>
<p>    <!-- 策略分析短代码 --></p>
<div class="shortcode-strategy" style="margin:20px 0">
            <!-- 主容器 -->
    <div class="swtool-strategy-container">
        <!-- 策略分析区块 -->
        <div class="swtool-strategy-section">
            <h5 class="swtool-section-title">策略分析</h5>  
            
            <!-- 策略指标表格 -->
            <div class="swtool-strategy-table-container">
                <table class="swtool-data-table">
                    <thead>
                        <tr>
                        <th>指标</th>
                        <th>数值</th>
                        <th>解释</th>
                        </tr>
            </thead>
            <tbody id="swtool-strategy-intro-body">
                <!-- 静态策略简介数据 -->
                <tr>
                    <td>AI Strategy</td>
                    <td id="strategy-net-value" class="metric-value">-</td>
                    <td>初始净值1，策略无杠杆交易累计收益</td>
                </tr>
                <tr>
                    <td>Buy-and-Hold</td>
                    <td id="basic-net-value" class="metric-value">-</td>
                    <td>初始净值1，买入并持有的无杠杆交易累计收益</td>
                </tr>
                
                <tr>
                    <td>年化收益</td>
                    <td id="annual-return" class="metric-value">-</td>
                    <td>基于净值计算的实际年化收益率(%)</td>
                </tr>
                <tr>
                        <td>预期周收益</td>
                        <td id="five-days-gain" class="metric-value">-</td>
                        <td>AI预测的周收益率(%)，负数表示周偏空</td>
                    </tr>
                <tr>
                <tr>
                        <td>预测准确率</td>
                        <td id="accuracy" class="metric-value">-</td>
                        <td>AI预测的周预测方向性精度(%)</td>
                    </tr>
                    <tr>
                    <td>收益回撤比</td>
                    <td id="return-drawdown-ratio" class="metric-value">-</td>
                    <td>策略收益/最大回撤，交易风险比例</td>
                </tr>
                <tr>
                    <td>最大回撤</td>
                    <td id="max-drawdown" class="metric-value">-</td>
                    <td>策略历史中，从高点的最大回撤幅度</td>
                </tr>
                <tr>
                    <td>夏普比率</td>
                    <td id="sharpe-ratio" class="metric-value">-</td>
                    <td>策略风险调整后收益指标，越高越好</td>
                </tr>
                <tr>
                    <td>阿尔法收益率</td>
                    <td id="alpha-return" class="metric-value">-</td>
                    <td>策略历史中，相对基准的收益率</td>
                </tr>
                <tr>
                    <td>贝塔风险系数</td>
                    <td id="beta-return" class="metric-value">-</td>
                    <td>策略历史中，相对市场系统风险比</td>
                </tr>
                <tr>
                    <td>连续亏损天数</td>
                    <td id="continuous-loss-days" class="metric-value">-</td>
                    <td>合约历史中出现过最大连续亏损天数</td>
                </tr>
                <tr>
                    <td>连续空头持仓</td>
                    <td id="continuous-short-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续空头持仓天数</td>
                </tr>
                <tr>
                    <td>连续多头持仓</td>
                    <td id="continuous-long-trend-days" class="metric-value">-</td>
                    <td>合约从当前日期往前连续多头持仓天数</td>
                </tr>
                <tr>
                    <td>平均持仓信号</td>
                    <td id="continuous-trend" class="metric-value">-</td>
                    <td>合约从当前日期往前30天平均持仓信号,范围[-10,10]</td>
                </tr>
                <tr>
                    <td>高级评分</td>
                    <td id="ranking" class="metric-value">-</td>
                    <td>策略指标加权综合得分，范围0~100分</td>
                </tr>
            </tbody>       
        </table>
        
        <!-- AI点评部分 -->
        <div id="swtool-ai-comment-container">
            <table>
                <tbody id="swtool-strategy-intro-body_ai">
                    <tr>
                        <td colspan="3">我是AI策略评论师，准备给你发表这个AI趋势量化交易策略的看法......</td>
                    </tr>
                </tbody>
            </table>
        </div>
    </div>
    
    </div>
<h2 style="margin-top:25px"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dc.png" alt="📜" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 历史表现回顾</h2>
<p style="line-height:1.6">历史数据验证：策略年化收益795.3%，阿尔法收益率超基准131倍，夏普比率529.2%，表明每单位风险带来的回报极高，长期复利效果显著。</p>
<p>    <!-- 历史记录短代码 --></p>
<div class="shortcode-history" style="margin:20px 0">
            
 
    <div class="swtool-trade-history">    
        <h5 class="padded">交易记录</h5>        
        <table>
            <thead>
                <tr>
                    <th>交易日期</th>
                    <th>AI Strategy</th>    
                    <th>年化收益</th> 
                    <th>持仓仓位</th>  
                    <th>交易方向</th>
                </tr>
            </thead>
            <tbody id="swtool-trade-history-body">
                <!-- 动态生成历史成交记录 -->
            </tbody>
        </table>
        </table>
        <!-- 分页导航 -->
        <div class="swtool-pagination-history">
            <button class="pagination-button" id="swtool-pagination-history-first">第一页</button>
            <button class="pagination-button" id="swtool-pagination-history-prev">上一页</button>
            <input type="number" id="swtool-pagination-history-input" min="1" value="1">
            <button class="pagination-button" id="swtool-pagination-history-go">跳转</button>
            <button class="pagination-button" id="swtool-pagination-history-next">下一页</button>
            <button class="pagination-button" id="swtool-pagination-history-last">最后一页</button>
        </div>

    </div>
    
    </div>
<div class="article-footer" style="margin-top:30px">
<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3af.png" alt="🎯" class="wp-smiley" style="height: 1em; max-height: 1em;" /> 圣阳股份与嘉亨家化的组合已证明AI策略的威力，建议投资者关注此类量化信号，拥抱科技赋能投资的未来！</strong></p>
<hr style="margin:20px 0;border:none;border-top:1px solid #eee" />
<p class="disclaimer" style="font-size:12px;color:#999;margin-top:20px">本文由 UQTOOL.COM AI 量化策略系统自动生成，数据仅供参考，投资有风险，入市需谨慎。</p>
</p></div>
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