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gavindiaz 63a829cc46 phase 7-8 完成 + warmup 修复 + 产物结构化重组 
主要内容：
- Phase 8 PROMOTE: finalist #1 (trial #324) registry 条目，自动生成
- Optuna objective warmup bug 修复 (shared/optimizer/objective.py)
- studies/ 目录按用途重组为 optuna/ + finalists/ + features/ 三层
- reports/ 加入 Optuna 中文 dashboard (5 主图 + 18 slice + 15 contour)
- 新增 PROJECT_GUIDE.md 项目说明文档
- 新增 build_registry_entry.py / build_optuna_dashboard.py / build_feature_datasets.py
- .gitignore: 允许提交 studies/*.db (Optuna DB) 和 reports/*.html (MT5 + dashboard)
2026-06-27 00:28:07 +08:00

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<!DOCTYPE html>
<html lang="zh-CN">
<head>
<meta charset="utf-8">
<title>Optuna Dashboard — gold_scalper_pro_is2025</title>
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<h1>Optuna 优化仪表盘</h1>
<div class="meta">
<span>研究名称：<b>gold_scalper_pro_is2025</b></span>
<span>试验总数：<b>500</b></span>
<span>完成：<b>500</b></span>
<span>剪枝：<b>0</b></span>
<span>失败：<b>0</b></span>
<span>最佳：<b>trial #324, score=858.4740</b></span>
</div>
</header>
<main class="grid">
<section class="chart"><h2>优化历史</h2><div style="height:520px; width:1100px;"> <div id="chart-plot_optimization_history" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("chart-plot_optimization_history")) { Plotly.newPlot( "chart-plot_optimization_history", [{"mode":"markers","name":"Objective 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<section class="chart"><h2>时间线 — 试验耗时与状态</h2><div style="height:520px; width:1100px;"> <div id="chart-plot_timeline" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("chart-plot_timeline")) { Plotly.newPlot( "chart-plot_timeline", 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<h2 class="section-title">参数切片图（单参数影响）</h2><p class="section-desc">每参数独立小图，避免 19 参数挤在 5400px 宽的复合图里导致标签重叠。</p><section class="chart"><h2>切片 — InpFastEmaPeriod</h2><div style="height:420px; width:900px;"> <div id="slice-InpFastEmaPeriod" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpFastEmaPeriod")) { Plotly.newPlot( "slice-InpFastEmaPeriod", 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<section class="chart"><h2>切片 — InpSlowEmaPeriod</h2><div style="height:420px; width:900px;"> <div id="slice-InpSlowEmaPeriod" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpSlowEmaPeriod")) { Plotly.newPlot( "slice-InpSlowEmaPeriod", 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<section class="chart"><h2>切片 — InpRsiPeriod</h2><div style="height:420px; width:900px;"> <div id="slice-InpRsiPeriod" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpRsiPeriod")) { Plotly.newPlot( "slice-InpRsiPeriod", 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<section class="chart"><h2>切片 — InpRsiBuyLevel</h2><div style="height:420px; width:900px;"> <div id="slice-InpRsiBuyLevel" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpRsiBuyLevel")) { Plotly.newPlot( "slice-InpRsiBuyLevel", 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<section class="chart"><h2>切片 — InpRsiSellLevel</h2><div style="height:420px; width:900px;"> <div id="slice-InpRsiSellLevel" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpRsiSellLevel")) { Plotly.newPlot( "slice-InpRsiSellLevel", 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<section class="chart"><h2>切片 — InpPullbackAtrMult</h2><div style="height:420px; width:900px;"> <div id="slice-InpPullbackAtrMult" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpPullbackAtrMult")) { Plotly.newPlot( "slice-InpPullbackAtrMult", 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<section class="chart"><h2>切片 — InpAtrPeriod</h2><div style="height:420px; width:900px;"> <div id="slice-InpAtrPeriod" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpAtrPeriod")) { Plotly.newPlot( "slice-InpAtrPeriod", 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<section class="chart"><h2>切片 — InpMaxSpreadAtrPct</h2><div style="height:420px; width:900px;"> <div id="slice-InpMaxSpreadAtrPct" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpMaxSpreadAtrPct")) { Plotly.newPlot( "slice-InpMaxSpreadAtrPct", 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<section class="chart"><h2>切片 — InpRiskPercent</h2><div style="height:420px; width:900px;"> <div id="slice-InpRiskPercent" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpRiskPercent")) { Plotly.newPlot( "slice-InpRiskPercent", 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<section class="chart"><h2>切片 — InpAtrSLMult</h2><div style="height:420px; width:900px;"> <div id="slice-InpAtrSLMult" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpAtrSLMult")) { Plotly.newPlot( "slice-InpAtrSLMult", 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<section class="chart"><h2>切片 — InpAtrTPMult</h2><div style="height:420px; width:900px;"> <div id="slice-InpAtrTPMult" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpAtrTPMult")) { Plotly.newPlot( "slice-InpAtrTPMult", 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<section class="chart"><h2>切片 — InpBreakEvenPoints</h2><div style="height:420px; width:900px;"> <div id="slice-InpBreakEvenPoints" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpBreakEvenPoints")) { Plotly.newPlot( "slice-InpBreakEvenPoints", 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<section class="chart"><h2>切片 — InpBreakEvenLock</h2><div style="height:420px; width:900px;"> <div id="slice-InpBreakEvenLock" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpBreakEvenLock")) { Plotly.newPlot( "slice-InpBreakEvenLock", 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<section class="chart"><h2>切片 — InpTrailStartPoints</h2><div style="height:420px; width:900px;"> <div id="slice-InpTrailStartPoints" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpTrailStartPoints")) { Plotly.newPlot( "slice-InpTrailStartPoints", 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<section class="chart"><h2>切片 — InpTrailStepPoints</h2><div style="height:420px; width:900px;"> <div id="slice-InpTrailStepPoints" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpTrailStepPoints")) { Plotly.newPlot( "slice-InpTrailStepPoints", 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<section class="chart"><h2>切片 — InpMaxTradesPerDay</h2><div style="height:420px; width:900px;"> <div id="slice-InpMaxTradesPerDay" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpMaxTradesPerDay")) { Plotly.newPlot( "slice-InpMaxTradesPerDay", 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<section class="chart"><h2>切片 — InpDailyLossLimit</h2><div style="height:420px; width:900px;"> <div id="slice-InpDailyLossLimit" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpDailyLossLimit")) { Plotly.newPlot( "slice-InpDailyLossLimit", 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<section class="chart"><h2>切片 — InpMinSecondsBetween</h2><div style="height:420px; width:900px;"> <div id="slice-InpMinSecondsBetween" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("slice-InpMinSecondsBetween")) { Plotly.newPlot( "slice-InpMinSecondsBetween", 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<h2 class="section-title">等高线图（参数两两交互）</h2><p class="section-desc">按 fANOVA 重要性 Top-6 参数两两配对，避免 19²=361 子图密集到无法读。</p><section class="chart"><h2>等高线 — InpDailyLossLimit × InpRsiSellLevel</h2><div style="height:520px; width:700px;"> <div id="contour-InpDailyLossLimit-InpRsiSellLevel" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("contour-InpDailyLossLimit-InpRsiSellLevel")) { Plotly.newPlot( "contour-InpDailyLossLimit-InpRsiSellLevel", [{"colorbar":{"title":{"text":"Objective 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<section class="chart"><h2>等高线 — InpRsiSellLevel × InpTrailStartPoints</h2><div style="height:520px; width:700px;"> <div id="contour-InpRsiSellLevel-InpTrailStartPoints" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("contour-InpRsiSellLevel-InpTrailStartPoints")) { Plotly.newPlot( "contour-InpRsiSellLevel-InpTrailStartPoints", [{"colorbar":{"title":{"text":"Objective 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<section class="chart"><h2>等高线 — InpBreakEvenPoints × InpRsiPeriod</h2><div style="height:520px; width:700px;"> <div id="contour-InpBreakEvenPoints-InpRsiPeriod" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("contour-InpBreakEvenPoints-InpRsiPeriod")) { Plotly.newPlot( "contour-InpBreakEvenPoints-InpRsiPeriod", [{"colorbar":{"title":{"text":"Objective 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<section class="chart"><h2>等高线 — InpRsiPeriod × InpTrailStartPoints</h2><div style="height:520px; width:700px;"> <div id="contour-InpRsiPeriod-InpTrailStartPoints" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("contour-InpRsiPeriod-InpTrailStartPoints")) { Plotly.newPlot( "contour-InpRsiPeriod-InpTrailStartPoints", [{"colorbar":{"title":{"text":"Objective 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