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優化長跑策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00900-%25ef%25bc%259a%25e4%25bd%25bf%25e7%2594%25a8-ic-decay-%25e5%2584%25aa%25e5%258c%2596%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af%25e7%25ad%2596%25e7%2595%25a5%25e6%2588%2590%25e3%2580%258c%25e9%2595%25b7%25e8%25b7%2591%25e8%25bb%258d/newplot.png00900 高股息 ETF 復刻：IC Decay 優化長跑策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00900-%25ef%25bc%259a%25e4%25bd%25bf%25e7%2594%25a8-ic-decay-%25e5%2584%25aa%25e5%258c%2596%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af%25e7%25ad%2596%25e7%2595%25a5%25e6%2588%2590%25e3%2580%258c%25e9%2595%25b7%25e8%25b7%2591%25e8%25bb%258d/newplot2.png00900 高股息 ETF 復刻：IC Decay 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優化長跑策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00900-%25ef%25bc%259a%25e4%25bd%25bf%25e7%2594%25a8-ic-decay-%25e5%2584%25aa%25e5%258c%2596%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af%25e7%25ad%2596%25e7%2595%25a5%25e6%2588%2590%25e3%2580%258c%25e9%2595%25b7%25e8%25b7%2591%25e8%25bb%258d/newplot2-2.png00900 高股息 ETF 復刻：IC Decay 優化長跑策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00900-%25ef%25bc%259a%25e4%25bd%25bf%25e7%2594%25a8-ic-decay-%25e5%2584%25aa%25e5%258c%2596%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af%25e7%25ad%2596%25e7%2595%25a5%25e6%2588%2590%25e3%2580%258c%25e9%2595%25b7%25e8%25b7%2591%25e8%25bb%258d/newplot3-3.png00900 高股息 ETF 復刻：IC Decay 優化長跑策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00900-%25ef%25bc%259a%25e4%25bd%25bf%25e7%2594%25a8-ic-decay-%25e5%2584%25aa%25e5%258c%2596%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af%25e7%25ad%2596%25e7%2595%25a5%25e6%2588%2590%25e3%2580%258c%25e9%2595%25b7%25e8%25b7%2591%25e8%25bb%258d/CleanShot-2025-05-22-at-11.33.06@2x-1024x943.png00900 高股息 ETF 復刻：IC Decay 優化長跑策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00900-%25ef%25bc%259a%25e4%25bd%25bf%25e7%2594%25a8-ic-decay-%25e5%2584%25aa%25e5%258c%2596%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af%25e7%25ad%2596%25e7%2595%25a5%25e6%2588%2590%25e3%2580%258c%25e9%2595%25b7%25e8%25b7%2591%25e8%25bb%258d/CleanShot-2025-05-22-at-11.33.36@2x-1024x853.png00900 高股息 ETF 復刻：IC Decay 優化長跑策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00900-%25ef%25bc%259a%25e4%25bd%25bf%25e7%2594%25a8-ic-decay-%25e5%2584%25aa%25e5%258c%2596%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af%25e7%25ad%2596%25e7%2595%25a5%25e6%2588%2590%25e3%2580%258c%25e9%2595%25b7%25e8%25b7%2591%25e8%25bb%258d/CleanShot-2025-05-22-at-11.34.34@2x-1024x353.png00900 高股息 ETF 復刻：IC Decay 優化長跑策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00900-%25ef%25bc%259a%25e4%25bd%25bf%25e7%2594%25a8-ic-decay-%25e5%2584%25aa%25e5%258c%2596%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af%25e7%25ad%2596%25e7%2595%25a5%25e6%2588%2590%25e3%2580%258c%25e9%2595%25b7%25e8%25b7%2591%25e8%25bb%258d/CleanShot-2025-05-22-at-11.35.06@2x-968x1024.png00900 高股息 ETF 復刻：IC Decay 優化長跑策略 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/etf-00919-optimization https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/ChatGPT-Image-2025%25E5%25B9%25B44%25E6%259C%258820%25E6%2597%25A5-%25E4%25B8%258B%25E5%258D%258801_52_50-1-683x1024.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-11.48.55.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-11.59.52.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-12.01.12.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-12.04.40@2x.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-13.08.07@2x-838x1024.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-13.13.50@2x-1024x498.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-13.12.34@2x-1024x763.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-13.13.02@2x-1024x760.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-13.13.22@2x-1024x679.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-13.13.34@2x-1024x677.png00919 高股息 ETF 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復刻與優化：玩轉精選高息策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25e5%25be%25a9%25e5%2588%25bb%25e8%2588%2587%25e5%2584%25aa%25e5%258c%2596-00919%25ef%25bc%259a%25e7%258e%25a9%25e8%25bd%2589%25e9%25ab%2598%25e8%2582%25a1%25e6%2581%25af-etf/CleanShot-2025-04-20-at-13.26.40@2x-960x1024.png00919 高股息 ETF 復刻與優化：玩轉精選高息策略 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/financial-stock-strategy https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/financial-stock-strategy/chart_yield_vs_total_return.png金融股存股攻略：10年回測揭密最佳策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/financial-stock-strategy/chart_financial_stock_ranking.png金融股存股攻略：10年回測揭密最佳策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/financial-stock-strategy/chart_strategy_comparison.png金融股存股攻略：10年回測揭密最佳策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/financial-stock-strategy/chart_tax_comparison.png金融股存股攻略：10年回測揭密最佳策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/financial-stock-strategy/chart_eps_and_yield.png金融股存股攻略：10年回測揭密最佳策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/financial-stock-strategy/chart_strategy_vs_0050.png金融股存股攻略：10年回測揭密最佳策略 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/fundamental-3-indicators https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/fundamental-3-indicators/image-4-1024x938.png財報選股：只要 3 個指標，年化報酬率超過 60%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/fundamental-3-indicators/image-1024x919.png財報選股：只要 3 個指標，年化報酬率超過 60%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/fundamental-3-indicators/image-1-1024x335.png財報選股：只要 3 個指標，年化報酬率超過 60%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/fundamental-3-indicators/image-2-1024x444.png財報選股：只要 3 個指標，年化報酬率超過 60%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/fundamental-3-indicators/image-3-1024x943.png財報選股：只要 3 個指標，年化報酬率超過 60% 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/high-dividend-etf-comparison 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/institutional-investors-comparison 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/pe-pb-peg-backtest 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/rsi-macd-kd-comparison 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/semiconductor-stock-selection https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/semiconductor-stock-selection/chart_supply_chain_map.png半導體選股策略：從台積電供應鏈找出年化 37% 的標的https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/semiconductor-stock-selection/chart_revenue_vs_pe.png半導體選股策略：從台積電供應鏈找出年化 37% 的標的https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/semiconductor-stock-selection/chart_pe_distribution.png半導體選股策略：從台積電供應鏈找出年化 37% 的標的https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/semiconductor-stock-selection/chart_backtest_comparison.png半導體選股策略：從台積電供應鏈找出年化 37% 的標的https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/semiconductor-stock-selection/chart_ralph_optimization.png半導體選股策略：從台積電供應鏈找出年化 37% 的標的https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/semiconductor-stock-selection/chart_revenue_growth_rank.png半導體選股策略：從台積電供應鏈找出年化 37% 的標的 2026-03-01T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/technical-vs-fundamental 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/revenue-trap-analysis https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/revenue-trap-analysis/chart_trap_distribution.png量化模型說這檔股票營收暴增 50%，可以買嗎？每 3 檔就有 1 檔是地雷！https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/revenue-trap-analysis/chart_trap_overlap.png量化模型說這檔股票營收暴增 50%，可以買嗎？每 3 檔就有 1 檔是地雷！https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/revenue-trap-analysis/chart_funnel.png量化模型說這檔股票營收暴增 50%，可以買嗎？每 3 檔就有 1 檔是地雷！https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/revenue-trap-analysis/chart_backtest_returns.png量化模型說這檔股票營收暴增 50%，可以買嗎？每 3 檔就有 1 檔是地雷！https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/revenue-trap-analysis/chart_backtest_yearly.png量化模型說這檔股票營收暴增 50%，可以買嗎？每 3 檔就有 1 檔是地雷！https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/revenue-trap-analysis/chart_backtest_monthly_dist.png量化模型說這檔股票營收暴增 50%，可以買嗎？每 3 檔就有 1 檔是地雷！ 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/edge-ai-stocks https://finlab.finance/blog/edge-ai-stocks/chart_infographic_cloud_vs_edge.png邊緣 AI 概念股完全攻略：當 AI 走出雲端，用 AI 找出「邊緣運算元年」的台股投資贏家https://finlab.finance/blog/edge-ai-stocks/chart_bar_market_growth.png邊緣 AI 概念股完全攻略：當 AI 走出雲端，用 AI 找出「邊緣運算元年」的台股投資贏家https://finlab.finance/blog/edge-ai-stocks/chart_tree_supply_chain.png邊緣 AI 概念股完全攻略：當 AI 走出雲端，用 AI 找出「邊緣運算元年」的台股投資贏家https://finlab.finance/blog/edge-ai-stocks/chart_radar_stocks.png邊緣 AI 概念股完全攻略：當 AI 走出雲端，用 AI 找出「邊緣運算元年」的台股投資贏家https://finlab.finance/blog/edge-ai-stocks/chart_backtest_performance.png邊緣 AI 概念股完全攻略：當 AI 走出雲端，用 AI 找出「邊緣運算元年」的台股投資贏家https://finlab.finance/blog/edge-ai-stocks/chart_bubble_risk_matrix.png邊緣 AI 概念股完全攻略：當 AI 走出雲端，用 AI 找出「邊緣運算元年」的台股投資贏家 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/openai-codeex 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/piotroski-f-score https://finlab.finance/blog/piotroski-f-score/chart_fscore_pass_rates.pngF-Score 選股：9 分體檢表打敗大盤，年化 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種指標幫你抓住飆股高點https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%E9%A3%86%E8%82%A1%E5%8F%AF%E4%BB%A5%E8%B3%BA%E6%9B%B4%E5%A4%9A%EF%BC%9F-%E5%8F%B0%E8%82%A1%E8%B3%A3%E5%87%BA%E7%9A%84%E6%8A%80%E8%A1%93/google-1770715298064-lXGKSMwXT5WbNhlja-zimbcbCDNJo2jf5qRa8HUWTxjIiR4hU_.png賣出策略實測：3 種指標幫你抓住飆股高點 2026-02-22T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/etf-00733-fubon-mid-small-cap-backtest https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%25A6%2582%25E4%25BD%2595%25E8%25B6%2585%25E8%25B6%258A00733%25E5%258F%25B0%25E8%2582%25A1%25E6%259C%2580%25E5%25BC%25B7-etf/image-11-1024x585.png如何超越 00733？富邦台灣中小 ETF 選股邏輯與 Python 回測全解析https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%25A6%2582%25E4%25BD%2595%25E8%25B6%2585%25E8%25B6%258A00733%25E5%258F%25B0%25E8%2582%25A1%25E6%259C%2580%25E5%25BC%25B7-etf/image-8-1024x955.png如何超越 00733？富邦台灣中小 ETF 選股邏輯與 Python 回測全解析https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%25A6%2582%25E4%25BD%2595%25E8%25B6%2585%25E8%25B6%258A00733%25E5%258F%25B0%25E8%2582%25A1%25E6%259C%2580%25E5%25BC%25B7-etf/image-10-1024x735.png如何超越 00733？富邦台灣中小 ETF 選股邏輯與 Python 回測全解析https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%25A6%2582%25E4%25BD%2595%25E8%25B6%2585%25E8%25B6%258A00733%25E5%258F%25B0%25E8%2582%25A1%25E6%259C%2580%25E5%25BC%25B7-etf/image-9-1024x961.png如何超越 00733？富邦台灣中小 ETF 選股邏輯與 Python 回測全解析 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/optimize-stock-selection-beating-0050-etf https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/0050%25E7%259A%2584%25E5%2584%25AA%25E5%258C%2596%25E4%25BB%25A5%25E5%258F%258A%25E5%258F%25B0%25E7%2581%25A3%25E5%25B8%2582%25E5%25A0%25B4%25E5%25B8%2582%25E5%2580%25BC%25E7%25A0%2594%25E7%25A9%25B6/image-1-1024x950.png利用 0050 的概念，優化選股的績效：小市值策略打敗 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的穩健投資組合（腳本公開）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/portfolio_optimization/6.png資產配置實戰：用 Hierarchical Clustering 打造年報酬 40% 的穩健投資組合（腳本公開）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/portfolio_optimization/7-1024x571.png資產配置實戰：用 Hierarchical Clustering 打造年報酬 40% 的穩健投資組合（腳本公開）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/portfolio_optimization/8.png資產配置實戰：用 Hierarchical Clustering 打造年報酬 40% 的穩健投資組合（腳本公開）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/portfolio_optimization/10-1024x820.png資產配置實戰：用 Hierarchical Clustering 打造年報酬 40% 的穩健投資組合（腳本公開）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/portfolio_optimization/11.png資產配置實戰：用 Hierarchical Clustering 打造年報酬 40% 的穩健投資組合（腳本公開）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/portfolio_optimization/12-1-1024x560.png資產配置實戰：用 Hierarchical Clustering 打造年報酬 40% 的穩健投資組合（腳本公開）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/portfolio_optimization/13.png資產配置實戰：用 Hierarchical 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2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/kd-passivation-strategy-backtest https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/kd1/tsmc-1.png如何定義 KD 鈍化？台股 KD 指標參數設定與回測實驗https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/kd1/tsmc2.png如何定義 KD 鈍化？台股 KD 指標參數設定與回測實驗https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/kd1/summary-1024x202.png如何定義 KD 鈍化？台股 KD 指標參數設定與回測實驗https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/kd1/kdbest.png如何定義 KD 鈍化？台股 KD 指標參數設定與回測實驗https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/kd1/kdbesteq.png如何定義 KD 鈍化？台股 KD 指標參數設定與回測實驗https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/kd1/bestforself.png如何定義 KD 鈍化？台股 KD 指標參數設定與回測實驗 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/kd-stock-selection-three-indicators https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8kd%25E5%2580%25BC%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%259A%25E9%2582%2584%25E9%259C%2580%25E6%2590%25AD%25E9%2585%258D%25E9%2580%2599%25E4%25B8%2589%25E7%25A8%25AE%25E6%258C%2587%25E6%25A8%2599/eq1-4.png用 KD 值選股：搭配這三種指標打造中長期程式交易策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8kd%25E5%2580%25BC%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%259A%25E9%2582%2584%25E9%259C%2580%25E6%2590%25AD%25E9%2585%258D%25E9%2580%2599%25E4%25B8%2589%25E7%25A8%25AE%25E6%258C%2587%25E6%25A8%2599/ns1-1.png用 KD 值選股：搭配這三種指標打造中長期程式交易策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8kd%25E5%2580%25BC%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%259A%25E9%2582%2584%25E9%259C%2580%25E6%2590%25AD%25E9%2585%258D%25E9%2580%2599%25E4%25B8%2589%25E7%25A8%25AE%25E6%258C%2587%25E6%25A8%2599/eqall.png用 KD 值選股：搭配這三種指標打造中長期程式交易策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8kd%25E5%2580%25BC%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%259A%25E9%2582%2584%25E9%259C%2580%25E6%2590%25AD%25E9%2585%258D%25E9%2580%2599%25E4%25B8%2589%25E7%25A8%25AE%25E6%258C%2587%25E6%25A8%2599/eqf.png用 KD 值選股：搭配這三種指標打造中長期程式交易策略https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8kd%25E5%2580%25BC%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%259A%25E9%2582%2584%25E9%259C%2580%25E6%2590%25AD%25E9%2585%258D%25E9%2580%2599%25E4%25B8%2589%25E7%25A8%25AE%25E6%258C%2587%25E6%25A8%2599/nsf.png用 KD 值選股：搭配這三種指標打造中長期程式交易策略 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/lppl-bubble-crash-prediction-python https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%2595%25B8%25E5%25AD%25B8%25E8%25A8%2588%25E7%25AE%2597%25E6%2597%25A5%25E9%25A6%25B3%25E4%25BD%2595%25E6%2599%2582%25E5%25B4%25A9%25E7%259B%25A4%25EF%25BC%2581/thumbnail-1-1.png用 LPPL 數學模型預測股票崩盤時機：Python 泡沫預測實作（以日馳為例）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%2595%25B8%25E5%25AD%25B8%25E8%25A8%2588%25E7%25AE%2597%25E6%2597%25A5%25E9%25A6%25B3%25E4%25BD%2595%25E6%2599%2582%25E5%25B4%25A9%25E7%259B%25A4%25EF%25BC%2581/Screenshot-2020-07-11-at-12.22.54.png用 LPPL 數學模型預測股票崩盤時機：Python 泡沫預測實作（以日馳為例）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%2595%25B8%25E5%25AD%25B8%25E8%25A8%2588%25E7%25AE%2597%25E6%2597%25A5%25E9%25A6%25B3%25E4%25BD%2595%25E6%2599%2582%25E5%25B4%25A9%25E7%259B%25A4%25EF%25BC%2581/Screenshot-2020-07-11-at-12.29.32.png用 LPPL 數學模型預測股票崩盤時機：Python 泡沫預測實作（以日馳為例）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%2595%25B8%25E5%25AD%25B8%25E8%25A8%2588%25E7%25AE%2597%25E6%2597%25A5%25E9%25A6%25B3%25E4%25BD%2595%25E6%2599%2582%25E5%25B4%25A9%25E7%259B%25A4%25EF%25BC%2581/log.png用 LPPL 數學模型預測股票崩盤時機：Python 泡沫預測實作（以日馳為例）https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%2595%25B8%25E5%25AD%25B8%25E8%25A8%2588%25E7%25AE%2597%25E6%2597%25A5%25E9%25A6%25B3%25E4%25BD%2595%25E6%2599%2582%25E5%25B4%25A9%25E7%259B%25A4%25EF%25BC%2581/fit.png用 LPPL 數學模型預測股票崩盤時機：Python 泡沫預測實作（以日馳為例） 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/lstm-deep-learning-candlestick-stock-prediction https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%25B7%25B1%25E5%25BA%25A6%25E5%25AD%25B8%25E7%25BF%2592%25E5%25B9%25AB%25E4%25BD%25A0%25E8%25A7%25A3%25E6%259E%2590k%25E7%25B7%259A%25E5%259C%2596%25EF%25BC%2581/K-trends.jpg用深度學習 LSTM 解析 K 線圖！實作台股股價預測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%25B7%25B1%25E5%25BA%25A6%25E5%25AD%25B8%25E7%25BF%2592%25E5%25B9%25AB%25E4%25BD%25A0%25E8%25A7%25A3%25E6%259E%2590k%25E7%25B7%259A%25E5%259C%2596%25EF%25BC%2581/2317_prices.png用深度學習 LSTM 解析 K 線圖！實作台股股價預測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%25B7%25B1%25E5%25BA%25A6%25E5%25AD%25B8%25E7%25BF%2592%25E5%25B9%25AB%25E4%25BD%25A0%25E8%25A7%25A3%25E6%259E%2590k%25E7%25B7%259A%25E5%259C%2596%25EF%25BC%2581/normdf_head.png用深度學習 LSTM 解析 K 線圖！實作台股股價預測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%25B7%25B1%25E5%25BA%25A6%25E5%25AD%25B8%25E7%25BF%2592%25E5%25B9%25AB%25E4%25BD%25A0%25E8%25A7%25A3%25E6%259E%2590k%25E7%25B7%259A%25E5%259C%2596%25EF%25BC%2581/lstm-training-1024x350.png用深度學習 LSTM 解析 K 線圖！實作台股股價預測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%25B7%25B1%25E5%25BA%25A6%25E5%25AD%25B8%25E7%25BF%2592%25E5%25B9%25AB%25E4%25BD%25A0%25E8%25A7%25A3%25E6%259E%2590k%25E7%25B7%259A%25E5%259C%2596%25EF%25BC%2581/performance-default.png用深度學習 LSTM 解析 K 線圖！實作台股股價預測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E6%25B7%25B1%25E5%25BA%25A6%25E5%25AD%25B8%25E7%25BF%2592%25E5%25B9%25AB%25E4%25BD%25A0%25E8%25A7%25A3%25E6%259E%2590k%25E7%25B7%259A%25E5%259C%2596%25EF%25BC%2581/performance-finetuned.png用深度學習 LSTM 解析 K 線圖！實作台股股價預測 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/machine-learning-financial-statements-stock-picking https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E8%25AE%2593machine-learning%25E5%25B9%25AB%25E4%25BD%25A0%25E7%259C%258B%25E8%25B2%25A1%25E5%25A0%25B1%25EF%25BC%2581/thumbnail-1.jpeg讓 Machine Learning 幫你看財報！用隨機森林篩選股票https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E8%25AE%2593machine-learning%25E5%25B9%25AB%25E4%25BD%25A0%25E7%259C%258B%25E8%25B2%25A1%25E5%25A0%25B1%25EF%25BC%2581/Screenshot-2020-07-09-at-15.45.01.png讓 Machine Learning 幫你看財報！用隨機森林篩選股票https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E8%25AE%2593machine-learning%25E5%25B9%25AB%25E4%25BD%25A0%25E7%259C%258B%25E8%25B2%25A1%25E5%25A0%25B1%25EF%25BC%2581/Screenshot-2020-07-09-at-15.45.42.png讓 Machine Learning 幫你看財報！用隨機森林篩選股票https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E8%25AE%2593machine-learning%25E5%25B9%25AB%25E4%25BD%25A0%25E7%259C%258B%25E8%25B2%25A1%25E5%25A0%25B1%25EF%25BC%2581/dis1.png讓 Machine Learning 幫你看財報！用隨機森林篩選股票https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E8%25AE%2593machine-learning%25E5%25B9%25AB%25E4%25BD%25A0%25E7%259C%258B%25E8%25B2%25A1%25E5%25A0%25B1%25EF%25BC%2581/dis2.png讓 Machine Learning 幫你看財報！用隨機森林篩選股票 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/machine-learning-genetic-algorithm-stock-selection https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592%25E8%2588%2587%25E5%259F%25BA%25E5%259B%25A0%25E6%25BC%2594%25E7%25AE%2597%25E6%25B3%2595%25E9%2581%25B8%25E8%2582%25A1/thumbnail-1.jpg論文導讀：機器學習與基因演算法選股，自動篩選有效 featureshttps://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592%25E8%2588%2587%25E5%259F%25BA%25E5%259B%25A0%25E6%25BC%2594%25E7%25AE%2597%25E6%25B3%2595%25E9%2581%25B8%25E8%2582%25A1/crossover_bits-1024x437.png論文導讀：機器學習與基因演算法選股，自動篩選有效 featureshttps://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592%25E8%2588%2587%25E5%259F%25BA%25E5%259B%25A0%25E6%25BC%2594%25E7%25AE%2597%25E6%25B3%2595%25E9%2581%25B8%25E8%2582%25A1/selection.png論文導讀：機器學習與基因演算法選股，自動篩選有效 featureshttps://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592%25E8%2588%2587%25E5%259F%25BA%25E5%259B%25A0%25E6%25BC%2594%25E7%25AE%2597%25E6%25B3%2595%25E9%2581%25B8%25E8%2582%25A1/crossover.jpg論文導讀：機器學習與基因演算法選股，自動篩選有效 featureshttps://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592%25E8%2588%2587%25E5%259F%25BA%25E5%259B%25A0%25E6%25BC%2594%25E7%25AE%2597%25E6%25B3%2595%25E9%2581%25B8%25E8%2582%25A1/mutation.png論文導讀：機器學習與基因演算法選股，自動篩選有效 featureshttps://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592%25E8%2588%2587%25E5%259F%25BA%25E5%259B%25A0%25E6%25BC%2594%25E7%25AE%2597%25E6%25B3%2595%25E9%2581%25B8%25E8%2582%25A1/evolution-1024x365.png論文導讀：機器學習與基因演算法選股，自動篩選有效 features 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/machine-learning-macroeconomics-nasdaq https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592-%25E7%25B8%25BD%25E9%25AB%2594%25E7%25B6%2593%25E6%25BF%259F/data-1-1024x592.png如何用 Machine Learning 學習總體經濟？分析全球指數對 NASDAQ 的影響https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592-%25E7%25B8%25BD%25E9%25AB%2594%25E7%25B6%2593%25E6%25BF%259F/crosscorrelation-1024x791.png如何用 Machine Learning 學習總體經濟？分析全球指數對 NASDAQ 的影響https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592-%25E7%25B8%25BD%25E9%25AB%2594%25E7%25B6%2593%25E6%25BF%259F/crosscorrelation3d-1024x745.png如何用 Machine Learning 學習總體經濟？分析全球指數對 NASDAQ 的影響https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592-%25E7%25B8%25BD%25E9%25AB%2594%25E7%25B6%2593%25E6%25BF%259F/importance-1024x462.png如何用 Machine Learning 學習總體經濟？分析全球指數對 NASDAQ 的影響https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592-%25E7%25B8%25BD%25E9%25AB%2594%25E7%25B6%2593%25E6%25BF%259F/multiple_day-1024x511.png如何用 Machine Learning 學習總體經濟？分析全球指數對 NASDAQ 的影響https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592-%25E7%25B8%25BD%25E9%25AB%2594%25E7%25B6%2593%25E6%25BF%259F/w-1024x394.png如何用 Machine Learning 學習總體經濟？分析全球指數對 NASDAQ 的影響https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25A9%259F%25E5%2599%25A8%25E5%25AD%25B8%25E7%25BF%2592-%25E7%25B8%25BD%25E9%25AB%2594%25E7%25B6%2593%25E6%25BF%259F/backtest-1-1024x664.png如何用 Machine Learning 學習總體經濟？分析全球指數對 NASDAQ 的影響 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/machine-learning-stock-picking-quarterly-line 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https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/generate-labels-stop-loss-stop-profit/thumbnail-11-1024x558.png利用機器學習預測股票漲跌：用 Triple Barrier 優化 Labeling 方式https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/generate-labels-stop-loss-stop-profit/fl-1024x376.png利用機器學習預測股票漲跌：用 Triple Barrier 優化 Labeling 方式https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/generate-labels-stop-loss-stop-profit/fixedtimehorizon-1024x415.png利用機器學習預測股票漲跌：用 Triple Barrier 優化 Labeling 方式https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/generate-labels-stop-loss-stop-profit/triplebarrier-1-1024x335.png利用機器學習預測股票漲跌：用 Triple Barrier 優化 Labeling 方式https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/generate-labels-stop-loss-stop-profit/price-1024x520.png利用機器學習預測股票漲跌：用 Triple Barrier 優化 Labeling 方式https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/generate-labels-stop-loss-stop-profit/signal1-1024x492.png利用機器學習預測股票漲跌：用 Triple Barrier 優化 Labeling 方式https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/generate-labels-stop-loss-stop-profit/result-3-1024x295.png利用機器學習預測股票漲跌：用 Triple Barrier 優化 Labeling 方式https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/generate-labels-stop-loss-stop-profit/signal2-1024x499.png利用機器學習預測股票漲跌：用 Triple Barrier 優化 Labeling 方式 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/machine-learning-stock-selection-tutorial https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%2588%25A9%25E7%2594%25A8machine-learning-%25E9%2581%25B8%25E8%2582%25A1%25E6%2596%25B0%25E6%2589%258B%25E6%2595%2599%25E5%25AD%25B8/thumbnail.png利用 Machine Learning 選股新手教學：用隨機森林實作量化選股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%2588%25A9%25E7%2594%25A8machine-learning-%25E9%2581%25B8%25E8%2582%25A1%25E6%2596%25B0%25E6%2589%258B%25E6%2595%2599%25E5%25AD%25B8/result.png利用 Machine Learning 選股新手教學：用隨機森林實作量化選股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%2588%25A9%25E7%2594%25A8machine-learning-%25E9%2581%25B8%25E8%2582%25A1%25E6%2596%25B0%25E6%2589%258B%25E6%2595%2599%25E5%25AD%25B8/eq-7.png利用 Machine Learning 選股新手教學：用隨機森林實作量化選股 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/machine-learning-technical-indicators-stock-prediction https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/machine-learning%25EF%25BC%259A%25E4%25BD%25BF%25E7%2594%25A8%25E6%258A%2580%25E8%25A1%2593%25E6%258C%2587%25E6%25A8%2599%25E9%25A0%2590%25E6%25B8%25AC%25E5%25A4%25A7%25E7%259B%25A4/thumbnail-7.png用 Machine Learning 學習看技術指標：Random Forest 預測大盤漲跌https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/machine-learning%25EF%25BC%259A%25E4%25BD%25BF%25E7%2594%25A8%25E6%258A%2580%25E8%25A1%2593%25E6%258C%2587%25E6%25A8%2599%25E9%25A0%2590%25E6%25B8%25AC%25E5%25A4%25A7%25E7%259B%25A4/p1-1024x408.png用 Machine Learning 學習看技術指標：Random Forest 預測大盤漲跌https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/machine-learning%25EF%25BC%259A%25E4%25BD%25BF%25E7%2594%25A8%25E6%258A%2580%25E8%25A1%2593%25E6%258C%2587%25E6%25A8%2599%25E9%25A0%2590%25E6%25B8%25AC%25E5%25A4%25A7%25E7%259B%25A4/p2-1024x549.png用 Machine Learning 學習看技術指標：Random Forest 預測大盤漲跌https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/machine-learning%25EF%25BC%259A%25E4%25BD%25BF%25E7%2594%25A8%25E6%258A%2580%25E8%25A1%2593%25E6%258C%2587%25E6%25A8%2599%25E9%25A0%2590%25E6%25B8%25AC%25E5%25A4%25A7%25E7%259B%25A4/p3-1024x512.png用 Machine Learning 學習看技術指標：Random Forest 預測大盤漲跌 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/market-filter-reduce-drawdown https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/thubnail.jpeg避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/Screenshot-2020-07-10-at-10.15.31.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/Screenshot-2020-07-10-at-10.17.19.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/Screenshot-2020-07-10-at-10.18.09.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/eq1.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/ns1.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/dd1.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/twii.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/eq2.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/ns2.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30%https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E9%2581%258E%25E6%25BF%25BE%25E5%25A4%25A7%25E7%259B%25A4%25E7%259A%2584%25E7%25B0%25A1%25E5%2596%25AE%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%2581/dd2.png避開大盤大跌的方法！用大盤濾網把策略最大回撤從 -60% 降到 -30% 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/mi-lstm-stock-price-prediction-paper https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%2588%25A9%25E7%2594%25A8mi-lstm%25E9%25A0%2590%25E6%25B8%25AC%25E8%2582%25A1%25E5%2583%25B9/structure.jpg論文導讀：用 MI-LSTM 多輸入長短期記憶模型預測股價https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%2588%25A9%25E7%2594%25A8mi-lstm%25E9%25A0%2590%25E6%25B8%25AC%25E8%2582%25A1%25E5%2583%25B9/MIstructure-1024x493.jpg論文導讀：用 MI-LSTM 多輸入長短期記憶模型預測股價https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%2588%25A9%25E7%2594%25A8mi-lstm%25E9%25A0%2590%25E6%25B8%25AC%25E8%2582%25A1%25E5%2583%25B9/table.jpg論文導讀：用 MI-LSTM 多輸入長短期記憶模型預測股價https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E5%2588%25A9%25E7%2594%25A8mi-lstm%25E9%25A0%2590%25E6%25B8%25AC%25E8%2582%25A1%25E5%2583%25B9/table2.jpg論文導讀：用 MI-LSTM 多輸入長短期記憶模型預測股價 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/monthly-revenue-smoothing-indicator https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%25B5%2595%25E7%2584%25A1%25E5%2583%2585%25E6%259C%2589%25E7%259A%2584%25E8%25B6%2585%25E5%25BC%25B7%25E6%258C%2587%25E6%25A8%2599%25EF%25BC%2581/example.png絕無僅有的超強指標！用月營收平滑升冪排列選出飆股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%25B5%2595%25E7%2584%25A1%25E5%2583%2585%25E6%259C%2589%25E7%259A%2584%25E8%25B6%2585%25E5%25BC%25B7%25E6%258C%2587%25E6%25A8%2599%25EF%25BC%2581/eq-8.png絕無僅有的超強指標！用月營收平滑升冪排列選出飆股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%25B5%2595%25E7%2584%25A1%25E5%2583%2585%25E6%259C%2589%25E7%259A%2584%25E8%25B6%2585%25E5%25BC%25B7%25E6%258C%2587%25E6%25A8%2599%25EF%25BC%2581/ns-4.png絕無僅有的超強指標！用月營收平滑升冪排列選出飆股 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/monthly-revenue-stock-screening-python https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/python-%25E7%25B0%25A1%25E5%2596%25AE%25E7%2594%25A8%25E6%259C%2588%25E7%2587%259F%25E6%2594%25B6%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%2581/thumbnail-1-2.png月營收選股法：三種 Python 實作教學，篩出飆漲股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/python-%25E7%25B0%25A1%25E5%2596%25AE%25E7%2594%25A8%25E6%259C%2588%25E7%2587%259F%25E6%2594%25B6%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%2581/cmd1.png月營收選股法：三種 Python 實作教學，篩出飆漲股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/python-%25E7%25B0%25A1%25E5%2596%25AE%25E7%2594%25A8%25E6%259C%2588%25E7%2587%259F%25E6%2594%25B6%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%2581/cmd2-1024x355.png月營收選股法：三種 Python 實作教學，篩出飆漲股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/python-%25E7%25B0%25A1%25E5%2596%25AE%25E7%2594%25A8%25E6%259C%2588%25E7%2587%259F%25E6%2594%25B6%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%2581/cmd3-1024x314.png月營收選股法：三種 Python 實作教學，篩出飆漲股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/python-%25E7%25B0%25A1%25E5%2596%25AE%25E7%2594%25A8%25E6%259C%2588%25E7%2587%259F%25E6%2594%25B6%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%2581/cmd4-1024x377.png月營收選股法：三種 Python 實作教學，篩出飆漲股https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/python-%25E7%25B0%25A1%25E5%2596%25AE%25E7%2594%25A8%25E6%259C%2588%25E7%2587%259F%25E6%2594%25B6%25E9%2581%25B8%25E8%2582%25A1%25EF%25BC%2581/cmd5-1024x336.png月營收選股法：三種 Python 實作教學，篩出飆漲股 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/monthly-revenue-stock-selection-methods https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E4%25B8%2589%25E7%25A8%25AE%25E6%259C%2588%25E7%2587%259F%25E6%2594%25B6%25E9%2580%25B2%25E9%259A%258E%25E7%259C%258B%25E6%25B3%2595/thumbnail-4.png三種看月營收的進階方法！均線法、突破法、成長法回測比較https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E4%25B8%2589%25E7%25A8%25AE%25E6%259C%2588%25E7%2587%259F%25E6%2594%25B6%25E9%2580%25B2%25E9%259A%258E%25E7%259C%258B%25E6%25B3%2595/eq-12.png三種看月營收的進階方法！均線法、突破法、成長法回測比較 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/my-quant-investing-journey https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%2588%2591%25E7%259A%2584%25E9%2587%258F%25E5%258C%2596%25E6%258A%2595%25E8%25B3%2587%25E9%25BB%2591%25E6%25AD%25B7%25E5%258F%25B2/thumbnail-1-2-1024x684.jpeg我的量化投資史：從迷信程式交易到人機協作選股的歷程 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/pandas-datareader-stock-price-backtest 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https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E8%2582%25A1%25E5%2583%25B9%25E6%25B7%25A8%25E5%2580%25BC%25E6%25AF%2594%25E4%25BE%2586%25E5%2588%25A4%25E6%2596%25B7%25E5%25A4%25A7%25E7%259B%25A4%25E6%25BC%25B2%25E8%25B7%258C/pb-min.gif用股價淨值比 (PB) 判斷台股大盤漲跌與買賣點https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E7%2594%25A8%25E8%2582%25A1%25E5%2583%25B9%25E6%25B7%25A8%25E5%2580%25BC%25E6%25AF%2594%25E4%25BE%2586%25E5%2588%25A4%25E6%2596%25B7%25E5%25A4%25A7%25E7%259B%25A4%25E6%25BC%25B2%25E8%25B7%258C/pb-benchmark.png用股價淨值比 (PB) 判斷台股大盤漲跌與買賣點 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/pe-ratio-distribution-market-trend 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https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%259C%25AC%25E7%259B%258A%25E6%25AF%2594%25E8%2583%25BD%25E5%25B9%25AB%25E4%25BD%25A0%25E9%2581%25B8%25E5%2587%25BA%25E5%2584%25AA%25E8%25B3%25AA%25E8%2582%25A1%25EF%25BC%259F/distribution.png本益比能幫你選出優質股？台股 12 年本益比回測實測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%259C%25AC%25E7%259B%258A%25E6%25AF%2594%25E8%2583%25BD%25E5%25B9%25AB%25E4%25BD%25A0%25E9%2581%25B8%25E5%2587%25BA%25E5%2584%25AA%25E8%25B3%25AA%25E8%2582%25A1%25EF%25BC%259F/equality-1.png本益比能幫你選出優質股？台股 12 年本益比回測實測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%259C%25AC%25E7%259B%258A%25E6%25AF%2594%25E8%2583%25BD%25E5%25B9%25AB%25E4%25BD%25A0%25E9%2581%25B8%25E5%2587%25BA%25E5%2584%25AA%25E8%25B3%25AA%25E8%2582%25A1%25EF%25BC%259F/performance.png本益比能幫你選出優質股？台股 12 年本益比回測實測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%259C%25AC%25E7%259B%258A%25E6%25AF%2594%25E8%2583%25BD%25E5%25B9%25AB%25E4%25BD%25A0%25E9%2581%25B8%25E5%2587%25BA%25E5%2584%25AA%25E8%25B3%25AA%25E8%2582%25A1%25EF%25BC%259F/amount-equality.png本益比能幫你選出優質股？台股 12 年本益比回測實測https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%259C%25AC%25E7%259B%258A%25E6%25AF%2594%25E8%2583%25BD%25E5%25B9%25AB%25E4%25BD%25A0%25E9%2581%25B8%25E5%2587%25BA%25E5%2584%25AA%25E8%25B3%25AA%25E8%2582%25A1%25EF%25BC%259F/amount-amount.png本益比能幫你選出優質股？台股 12 年本益比回測實測 2026-06-02T00:00:00.000Z monthly 0.7 https://finlab.finance/blog/peg-ratio-taiwan-stock-analysis https://pub-2538b0f04c104241b5ae9096a1217b1a.r2.dev/blog/%25E6%25AF%2594%25E6%259C%25AC%25E7%259B%258A%25E6%25AF%2594%25E6%259B%25B4%25E5%25A5%25BD%25E7%2594%25A8%25E7%259A%2584%25E6%259C%25AC%25E7%259B%258A%25E6%25AF%2594%25E6%2588%2590%25E9%2595%25B7%25E7%258E%2587%25EF%25BC%2581/dis-1.png本益成長比 PEG 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