{"id":4246,"date":"2026-06-12T07:17:00","date_gmt":"2026-06-11T23:17:00","guid":{"rendered":"https:\/\/laoyulaoyu.com\/?p=4246"},"modified":"2026-06-08T21:18:43","modified_gmt":"2026-06-08T13:18:43","slug":"%e4%bb%8e%e4%b8%80%e6%ac%a1%e5%88%b0%e6%95%b0%e7%99%be%e6%ac%a1%ef%bc%9a%e6%88%91%e7%94%a8%e5%9b%9b%e5%8f%a5%e8%af%9d%e8%ae%a9ai%e6%89%ab%e5%ae%8c%e4%ba%86%e6%89%80%e6%9c%89%e6%8a%80%e6%9c%af%e6%8c%87","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2026\/06\/12\/%e4%bb%8e%e4%b8%80%e6%ac%a1%e5%88%b0%e6%95%b0%e7%99%be%e6%ac%a1%ef%bc%9a%e6%88%91%e7%94%a8%e5%9b%9b%e5%8f%a5%e8%af%9d%e8%ae%a9ai%e6%89%ab%e5%ae%8c%e4%ba%86%e6%89%80%e6%9c%89%e6%8a%80%e6%9c%af%e6%8c%87\/","title":{"rendered":"\u4ece\u4e00\u6b21\u5230\u6570\u767e\u6b21\uff1a\u6211\u7528\u56db\u53e5\u8bdd\u8ba9AI\u626b\u5b8c\u4e86\u6240\u6709\u6280\u672f\u6307\u6807"},"content":{"rendered":"\n

\u4f5c\u8005\uff1a\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n

\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n
\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u8fc7\u53bb\u6211\u4eec\u56de\u6d4b\u7b56\u7565\uff0c\u5f88\u591a\u65f6\u5019\u50cf\u662f\u5e26\u7740\u7b54\u6848\u627e\u8fc7\u7a0b\u3002\u73b0\u5728\u8ba9AI\u52a9\u624b\u904d\u5386\u6240\u6709\u6280\u672f\u6307\u6807\u53ca\u5176\u7ec4\u5408\uff0c\u5bf9\u76ee\u6807\u8d44\u4ea7\u8fdb\u884c\u201c\u5730\u6bef\u5f0f\u201d\u56de\u6d4b\uff0c\u7136\u540e\u6309\u201c\u671f\u671b\u6536\u76ca\u201d\u81ea\u52a8\u6392\u540d\u3002\u7ed3\u679c\u4e5f\u53ef\u80fd\u662f\u5355\u4e2a\u8868\u73b0\u5e73\u5e73\u7684\u6307\u6807\u7ec4\u5408\u540e\u53ef\u80fd\u6210\u4e3a\u738b\u8005\u3002\u8fd9\u4e5f\u8bb8\u6539\u53d8\u4e86\u7b56\u7565\u7814\u53d1\u7684\u8d77\u70b9\uff1a\u4ece\u201c\u6211\u8ba4\u4e3a\u201d\u8f6c\u5411\u201c\u6570\u636e\u8bf4\u201d<\/mark>\u3002<\/pre>\n<\/blockquote>\n\n\n\n
\u505a\u91cf\u5316\u8fd9\u4e9b\u5e74\uff0c\u6211\u89c1\u8fc7\u592a\u591a\u4eba\u628a\u56de\u6d4b\u5f53\u6210”\u7f16\u6545\u4e8b\u5927\u4f1a”\u3002\u4f60\u5148\u62cd\u8111\u888b\u60f3\u51fa\u4e00\u4e2a\u6307\u6807\uff0c\u6bd4\u5982RSI\uff0c\u7136\u540e\u6307\u5b9a\u4e00\u4e2a\u53c2\u657014\uff0c\u518d\u6311\u4e00\u4e2a\u770b\u8d77\u6765\u987a\u773c\u7684\u80a1\u7968\u6bd4\u5982\u82f1\u4f1f\u8fbe\uff0c\u6700\u540e\u8dd1\u51fa\u4e2a\u8fd8\u4e0d\u9519\u7684\u66f2\u7ebf\u3002\u4f60\u5f88\u9ad8\u5174\uff0c\u89c9\u5f97\u81ea\u5df1\u627e\u5230\u4e86\u79d8\u8bc0\u3002<\/p>\n\n\n\n
\u4f46\u5176\u5b9e\uff0c\u4f60\u53ea\u662f\u5728\u81ea\u5df1\u7684\u4e16\u754c\u91cc\u6253\u4e86\u4e2a\u8f6c\u3002<\/p>\n\n\n\n
\u8fd9\u7bc7\u6587\u7ae0\u6211\u60f3\u8ddf\u4f60\u804a\u7684\uff0c\u662f\u600e\u4e48\u8df3\u51fa\u8fd9\u4e2a\u602a\u5708\u3002\u65b9\u6cd5\u8bf4\u8d77\u6765\u5f88\u66b4\u529b\uff1a\u522b\u53ea\u6d4b\u4e00\u4e2a\uff0c\u8ba9AI\u628a\u4f60\u7684\u6240\u6709\u6307\u6807\u3001\u6240\u6709\u53c2\u6570\u3001\u6240\u6709\u4e24\u4e24\u7ec4\u5408\u5168\u90e8\u8dd1\u4e00\u904d\uff0c\u7136\u540e\u6309\u6570\u5b66\u7ed3\u679c\u81ea\u52a8\u6392\u540d\u3002\u6570\u636e\u4f1a\u81ea\u5df1\u5f00\u53e3\uff0c\u544a\u8bc9\u4f60\u54ea\u4e2a\u7b56\u7565\u503c\u5f97\u591a\u770b\u4e00\u773c\u3002<\/p>\n\n\n\n
\u8bf4\u767d\u4e86\uff0c\u5c31\u662f\u4ece”\u5047\u8bbe\u9a71\u52a8”\u8f6c\u5411”\u6570\u636e\u9a71\u52a8”\u3002<\/p>\n\n\n\n
\u4e00\u3001\u5355\u6307\u6807\u56de\u6d4b\u7684\u5e7b\u89c9<\/strong><\/h2>\n\n\n\n
\u4e4b\u524d\u7684\u6587\u7ae0\u91cc\uff0c\u6211\u4ecb\u7ecd\u8fc7\u600e\u4e48\u7528\u4e00\u53e5\u8bdd\u8ba9AI\u8dd1\u56de\u6d4b\uff1a<\/p>\n\n\n\n
Backtest TSLA with RSI 14 over 3 years<\/code><\/pre>\n\n\n\n
\u8fd9\u786e\u5b9e\u65b9\u4fbf\u3002\u4f46\u5b83\u672c\u8d28\u4e0a\u8fd8\u662f”\u62ff\u7740\u624b\u7535\u7b52\u627e\u4e1c\u897f”\uff0c\u5149\u7167\u5230\u54ea\uff0c\u4f60\u5c31\u53ea\u80fd\u770b\u5230\u54ea\u3002\u4f60\u6839\u672c\u4e0d\u77e5\u9053RSI\u662f\u4e0d\u662f\u6700\u597d\u7684\u9009\u62e9\uff0c\u4e5f\u4e0d\u77e5\u905314\u8fd9\u4e2a\u5468\u671f\u662f\u4e0d\u662f\u6700\u4f18\u53c2\u6570\u3002\u66f4\u522b\u63d0\uff0c\u4e5f\u8bb8\u6709\u4e2a\u4f60\u4ece\u6765\u6ca1\u6b63\u773c\u770b\u8fc7\u7684\u6307\u6807\uff0c\u5728\u7279\u65af\u62c9\u8fd9\u79cd\u9ad8\u6ce2\u52a8\u8d44\u4ea7\u4e0a\u8868\u73b0\u8fdc\u8d85RSI\u3002<\/p>\n\n\n\n
\u5fc3\u7406\u5b66\u4e0a\u7ba1\u8fd9\u53eb”\u786e\u8ba4\u504f\u8bef”\u3002\u4f60\u5e26\u7740\u7b54\u6848\u627e\u8bc1\u636e\uff0c\u770b\u5230\u7684\u81ea\u7136\u90fd\u662f\u4f60\u60f3\u770b\u7684\u3002\u5728\u91cf\u5316\u9886\u57df\uff0c\u8fd9\u662f\u6700\u8d35\u7684\u9519\u8bef\u3002<\/p>\n\n\n\n
\n
\u4e00\u4e2a\u6b8b\u9177\u7684\u4e8b\u5b9e\uff1a<\/strong>
\u624b\u5de5\u56de\u6d4b\u51e0\u767e\u4e2a\u6307\u6807\u548c\u53c2\u6570\u7ec4\u5408\uff0c\u4e00\u4e2a\u4eba\u8981\u5e72\u51e0\u4e2a\u6708\u3002\u4f46\u501f\u52a9AI\u548c\u5411\u91cf\u5316\u56de\u6d4b\u6846\u67b6\uff0c\u4e00\u676f\u5496\u5561\u7684\u65f6\u95f4\u5c31\u80fd\u8dd1\u5b8c\u3002\u6240\u4ee5\u95ee\u9898\u4e0d\u662f”\u80fd\u4e0d\u80fd\u6d4b\u5b8c”\uff0c\u800c\u662f”\u4f60\u6709\u6ca1\u6709\u610f\u8bc6\u5230\u9700\u8981\u53bb\u6d4b\u5b8c”\u3002<\/p>\n<\/blockquote>\n\n\n\n
\u4e8c\u3001\u5168\u91cf\u626b\u63cf\uff0c\u6253\u5f00\u5168\u5c4b\u7684\u706f<\/strong><\/h2>\n\n\n\n
\u6211\u7684\u89e3\u6cd5\u5f88\u7b80\u5355\uff1a\u8ba9AI\u904d\u5386\u6240\u6709\u6307\u6807\u3002<\/p>\n\n\n\n
\u6211\u628a\u811a\u672c\u5347\u7ea7\u4e86\u4e00\u4e0b\uff0c\u6838\u5fc3\u601d\u8def\u662f\u5199\u4e00\u4e2a\u5faa\u73af\uff0c\u8ba9\u7a0b\u5e8f\u81ea\u52a8\u6d4b\u8bd5\u6240\u6709\u5185\u7f6e\u6280\u672f\u6307\u6807\u53ca\u5176\u5e38\u7528\u53c2\u6570\u8303\u56f4\u3002\u6d4b\u8bd5\u5b8c\u4e0d\u662f\u7b80\u5355\u6392\u4e2a\u540d\uff0c\u800c\u662f\u5f15\u5165\u4e00\u4e2a\u5173\u952e\u95e8\u69db\uff1a\u4ea4\u6613\u8bb0\u5f55\u5fc5\u987b\u4e0d\u5c11\u4e8e5\u6761\u3002<\/p>\n\n\n\n
\u4e3a\u4ec0\u4e48\u8bbe\u8fd9\u4e2a\u95e8\u69db\uff1f\u56e0\u4e3a\u5982\u679c\u4e09\u5e74\u53ea\u89e6\u53d1\u4e24\u4e09\u6b21\u4fe1\u53f7\uff0c\u6240\u8c13\u7684”\u9ad8\u671f\u671b\u6536\u76ca”\u5b8c\u5168\u662f\u7a7a\u4e2d\u697c\u9601\u3002\u4e00\u6b21\u8fd0\u6c14\u4e0d\u597d\u7684\u6ce2\u52a8\u5c31\u80fd\u628a\u6574\u4e2a\u7edf\u8ba1\u7ed3\u679c\u6380\u7ffb\u3002\u4f60\u8981\u7684\u662f\u7edf\u8ba1\u610f\u4e49\uff0c\u4e0d\u662f\u5f69\u7968\u5947\u8ff9\u3002<\/p>\n\n\n\n
\u53e6\u5916\uff0c\u6392\u5e8f\u7684\u6838\u5fc3\u6307\u6807\u6211\u9009\u7684\u662f\u671f\u671b\u6536\u76ca\uff08Expectancy\uff09<\/strong>\uff0c\u800c\u4e0d\u662f\u5f88\u591a\u4eba\u7231\u770b\u7684\u80dc\u7387\u3002\u8fd9\u91cc\u9762\u7684\u9053\u7406\u5f88\u7b80\u5355\uff1a<\/p>\n\n\n\n
\u671f\u671b\u6536\u76ca = \u80dc\u7387 \u00d7 \u5e73\u5747\u76c8\u5229 \u2212 \u8d25\u7387 \u00d7 \u5e73\u5747\u4e8f\u635f<\/p>\n\n\n\n
\u4e00\u4e2a\u80dc\u738790%\u7684\u7b56\u7565\uff0c\u5982\u679c\u6bcf\u6b21\u8d5a1\u5757\u94b1\uff0c\u8f93\u4e00\u6b21\u4e8f100\u5757\uff0c\u90a3\u5b83\u4f9d\u7136\u662f\u4e8f\u94b1\u7684\u3002\u671f\u671b\u6536\u76ca\u628a\u8fd9\u4e2a\u771f\u76f8\u76f4\u63a5\u62cd\u5728\u4f60\u8138\u4e0a\uff0c\u6bd4\u80dc\u7387\u8bda\u5b9e\u5f97\u591a\u3002<\/p>\n\n\n\n
\u6307\u4ee4\u5f88\u7b80\u5355\uff0c\u5c31\u662f\u4e00\u53e5\u8bdd\uff1a<\/p>\n\n\n\n
Can you modify python expectancy_skill.py \u2014 ticker TSLA \u2014 years 3 so it tests every indicator to find the best expectancy for TSLA?<\/code><\/pre>\n\n\n\n
\u7a0b\u5e8f\u8dd1\u5b8c\u540e\uff0c\u6392\u540d\u8868\u51fa\u6765\u4e86\u3002\u4ee5\u4e0b\u662f\u5bf9\u7279\u65af\u62c9\u8fc7\u53bb\u4e09\u5e74\u6570\u636e\u7684\u5355\u6307\u6807\u626b\u63cf\u7ed3\u679c\uff1a<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u5355\u6307\u6807\u626b\u63cf\u6392\u540d\u6570\u636e<\/em><\/p>\n\n\n\n
\u770b\u5230\u95ee\u9898\u4e86\u5417\uff1f\u6392\u540d\u7b2c\u4e00\u7684\u968f\u673a\u6307\u6807\uff08STOCH\uff09\u671f\u671b\u6536\u76ca\u6700\u9ad8\uff0c\u4f46\u4ed4\u7ec6\u4e00\u770b\uff0c\u4e09\u5e74\u53ea\u89e6\u53d1\u4e865\u6b21\u3002\u8fd9\u4e2a\u9891\u7387\u592a\u4f4e\u4e86\uff0c\u7ed3\u679c\u7684\u7a33\u5065\u6027\u5b58\u7591\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u4f60\u7aef\u7740\u67aa\u4e09\u5e74\u53ea\u5f00\u4e94\u67aa\uff0c\u5176\u4e2d\u4e00\u67aa\u6253\u504f\u4e86\uff0c\u6574\u4e2a\u6210\u7ee9\u5c31\u5927\u6253\u6298\u6263\u3002<\/p>\n\n\n\n
\u800c\u5e03\u6797\u5e26\uff08BBANDS\uff09\u548cRSI\u867d\u7136\u6392\u540d\u9760\u540e\u4e00\u70b9\uff0c\u4f46\u5404\u81ea\u89e6\u53d1\u4e869\u6b21\uff0c\u80dc\u7387\u4e5f\u5dee\u4e0d\u591a\u3002\u8fd9\u5c31\u9760\u8c31\u591a\u4e86\u3002<\/p>\n\n\n\n
\u4e00\u6b21\u626b\u63cf\uff0c\u4e0d\u4ec5\u544a\u8bc9\u4f60\u8c01\u8868\u73b0\u597d\uff0c\u8fd8\u7acb\u523b\u544a\u8bc9\u4f60\u8c01\u7684\u8868\u73b0”\u4fe1\u5f97\u8fc7”\u3002\u8fd9\u624d\u662f\u7a77\u4e3e\u7684\u4ef7\u503c\u3002<\/p>\n\n\n\n
\u4e09\u3001\u628a\u6b66\u5668\u5e93\u4ece5\u4e2a\u6269\u5145\u5230300\u4e2a<\/strong><\/h2>\n\n\n\n
\u57fa\u7840\u811a\u672c\u4e00\u5f00\u59cb\u53ea\u652f\u6301MA\u3001RSI\u3001MACD\u3001\u5e03\u6797\u5e26\u548c\u968f\u673a\u6307\u6807\u3002\u4f46\u8fd9\u8fdc\u8fdc\u4e0d\u591f\u3002<\/p>\n\n\n\n
\u6211\u8ba9AI\u628aATR\uff08\u6ce2\u52a8\u7387\u7a81\u7834\uff09\u548cOBV\uff08\u6210\u4ea4\u91cf\u80cc\u79bb\uff09\u4e5f\u52a0\u8fdb\u53bb\u3002\u53ea\u9700\u8981\u4e00\u53e5\u8bdd\uff0c\u540e\u7eed\u6bcf\u6b21\u626b\u63cf\u90fd\u4f1a\u81ea\u52a8\u5e26\u4e0a\u5b83\u4eec\uff1a<\/p>\n\n\n\n
Yes, add ATR (volatility-based breakout) and OBV (volume divergence) to the expectancy script.<\/code><\/pre>\n\n\n\n
\u5982\u679c\u4f60\u60f3\u73a9\u5f97\u66f4\u5927\uff0c\u80cc\u540e\u4f9d\u6258\u7684vectorbt\u6846\u67b6\u53ef\u4ee5\u5bf9\u63a5TA-Lib\u7b49\u5916\u90e8\u5e93\uff0c\u4e00\u6b21\u6027\u89e3\u9501\u8d85\u8fc7300\u4e2a\u6280\u672f\u6307\u6807\u3002\u4ece\u52a8\u91cf\u7c7b\u5230\u6ce2\u52a8\u7c7b\uff0c\u4ece\u8d8b\u52bf\u7c7b\u5230\u6210\u4ea4\u91cf\u7c7b\uff0c\u5168\u90e8\u8986\u76d6\u3002\u6307\u4ee4\u540c\u6837\u7b80\u5355\uff1a<\/p>\n\n\n\n
Run the full expectancy sweep on TSLA using all TA-Lib momentum indicators over 3 years.<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u5916\u90e8\u5e93\u6307\u6807\u6269\u5c55<\/em><\/p>\n\n\n\n
\u540c\u4e00\u4e2a\u6392\u540d\u6846\u67b6\uff0c\u6d77\u7eb3\u767e\u5ddd\u3002\u4e00\u4e2a\u6307\u4ee4\uff0c\u51e0\u767e\u4e2a\u6307\u6807\u5168\u90e8\u8dd1\u5b8c\u3002\u5728\u624b\u5de5\u65f6\u4ee3\uff0c\u8fd9\u6d3b\u513f\u591f\u4e00\u4e2a\u5b9e\u4e60\u751f\u5e72\u4e09\u4e2a\u6708\u3002\u73b0\u5728\u6ce1\u676f\u8336\u7684\u65f6\u95f4\u5c31\u80fd\u641e\u5b9a\u3002<\/p>\n\n\n\n
\u56db\u3001\u7ec4\u5408\u624d\u662f\u738b\u70b8<\/strong><\/h2>\n\n\n\n
\u5355\u4e2a\u6307\u6807\u7684\u95ee\u9898\u662f\u566a\u97f3\u592a\u591a\u3002\u5e02\u573a\u7a0d\u5fae\u6296\u4e00\u4e0b\uff0c\u5047\u4fe1\u53f7\u5c31\u6765\u4e86\u3002<\/p>\n\n\n\n
\u771f\u6b63\u7684\u6740\u62db\u662f\u7ec4\u5408\u3002\u4e24\u4e2a\u6307\u6807\u540c\u65f6\u6ee1\u8db3\u6761\u4ef6\u624d\u89e6\u53d1\u4fe1\u53f7\uff0c\u7528\u7684\u662f”\u4e0e”\u903b\u8f91\u3002\u95e8\u69db\u63d0\u9ad8\u4e86\uff0c\u4fe1\u53f7\u5c11\u4e86\uff0c\u4f46\u8d28\u91cf\u5f80\u5f80\u5448\u6307\u6570\u7ea7\u4e0a\u5347\u3002<\/p>\n\n\n\n
\u6211\u8ba9AI\u8dd1\u4e86\u4e00\u904d\u6240\u6709\u4e24\u4e24\u7ec4\u5408\u3002\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u53cc\u6307\u6807\u7ec4\u5408\u6392\u540d\u6570\u636e<\/em><\/p>\n\n\n\n
\u6570\u636e\u4e0d\u4f1a\u8bf4\u8c0e\u3002\u6709\u4e9b\u7ec4\u5408\uff0c\u9760\u4eba\u7c7b\u76f4\u89c9\u6839\u672c\u731c\u4e0d\u5230\u3002RSI(7)\u914d\u5408\u5e03\u6797\u5e26(15)\uff0c\u671f\u671b\u6536\u76ca\u8fbe\u52301730\u7f8e\u5143\uff0c\u8fd9\u79cd\u4e8b\u62cd\u7834\u8111\u888b\u4e5f\u60f3\u4e0d\u51fa\u6765\u3002<\/p>\n\n\n\n
\u4e24\u4e2a\u53cd\u76f4\u89c9\u7684\u53d1\u73b0\uff1a<\/strong><\/p>\n\n\n\n
\u7b2c\u4e00\uff0c\u6392\u540d\u524d\u4e94\u7684\u5168\u662fRSI\u52a0\u5e03\u6797\u5e26\u7684\u7ec4\u5408\u3002\u5176\u4ed6\u6307\u6807\u7684\u6df7\u642d\u6839\u672c\u6324\u4e0d\u8fdb\u6765\u3002<\/p>\n\n\n\n
\u7b2c\u4e8c\uff0c\u5355\u4e2a\u6307\u6807\u6392\u540d\u91ccRSI(14)\u53ea\u6392\u7b2c\u4e94\uff0c\u8868\u73b0\u4e2d\u89c4\u4e2d\u77e9\u3002\u4f46\u628a\u5b83\u548c\u5e03\u6797\u5e26(20)\u7ec4\u5408\u8d77\u6765\uff0c\u76c8\u5229\u56e0\u5b50\u76f4\u63a5\u98d9\u52309.41\u3002\u8fd9\u610f\u5473\u7740\u5e73\u5747\u6bcf\u4e8f1\u5757\u94b1\uff0c\u80fd\u8d5a\u56de9\u57574\u3002\u800c\u968f\u673a\u6307\u6807\u867d\u7136\u5355\u6307\u6807\u65f6\u8868\u73b0\u4eae\u773c\uff0c\u4e00\u65e6\u8fdb\u5165\u7ec4\u5408\u7b5b\u9009\uff0c\u6392\u540d\u76f4\u63a5\u5d29\u76d8\uff0c\u8bf4\u660e\u5b83\u7684\u517c\u5bb9\u6027\u5f88\u5dee\uff0c\u662f\u4e2a”\u72ec\u884c\u4fa0”\u3002<\/p>\n\n\n\n
\u4e94\u3001\u7a7f\u900f\u6570\u5b57\uff0c\u770b\u4ea4\u6613\u65e5\u5fd7<\/strong><\/h2>\n\n\n\n
\u6392\u540d\u8868\u53ea\u662f\u8d77\u70b9\uff0c\u4e0d\u662f\u7ec8\u70b9\u3002<\/p>\n\n\n\n
\u770b\u5230RSI(14)\u52a0\u5e03\u6797\u5e26(20)\u8868\u73b0\u6700\u597d\uff0c\u6211\u7acb\u523b\u8ba9AI\u628a\u8be6\u7ec6\u4ea4\u6613\u8bb0\u5f55\u548c\u8d44\u91d1\u66f2\u7ebf\u56fe\u90fd\u8c03\u51fa\u6765\uff1a<\/p>\n\n\n\n
Give me RSI(14) + BBANDS(20) \u2014 TSLA 3yr with the transaction log and chart.<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u4ea4\u6613\u65e5\u5fd7<\/p>\n\n\n\n
\u4e09\u5e74\u65f6\u95f4\uff0c\u8fd9\u4e2a\u7ec4\u5408\u4e00\u5171\u89e6\u53d15\u6b21\u4fe1\u53f7\uff0c\u5176\u4e2d4\u6b21\u76c8\u5229\uff0c1\u6b21\u4e8f\u635f\uff0c\u5e73\u5747\u6bcf\u6b21\u671f\u671b\u6536\u76ca974\u7f8e\u5143\uff0c\u7d2f\u8ba1\u51c0\u6536\u76ca4872\u7f8e\u5143\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u5e26\u6807\u6ce8\u7684\u8d44\u91d1\u66f2\u7ebf\u56fe<\/p>\n\n\n\n
\u770b\u4ea4\u6613\u65e5\u5fd7\u4e0d\u662f\u4e3a\u4e86\u81ea\u6211\u9676\u9189\uff0c\u800c\u662f\u4e3a\u4e86\u9a8c\u8bc1\u903b\u8f91\u3002\u6bcf\u4e00\u6b21\u8fdb\u573a\u662f\u5728\u4ec0\u4e48\u4f4d\u7f6e\uff1f\u79bb\u573a\u662f\u56e0\u4e3a\u89e6\u53ca\u4e86\u89c4\u5219\u8fd8\u662f\u6307\u6807\u53cd\u8f6c\uff1f\u6709\u6ca1\u6709\u96c6\u4e2d\u53d1\u751f\u5728\u67d0\u4e00\u6bb5\u7279\u6b8a\u884c\u60c5\u91cc\uff1f\u5982\u679c5\u6b21\u76c8\u5229\u91cc\u67094\u6b21\u90fd\u53d1\u751f\u5728\u540c\u4e00\u4e2a\u6708\uff0c\u90a3\u7b56\u7565\u6839\u672c\u7ecf\u4e0d\u8d77\u65f6\u95f4\u8003\u9a8c\u3002<\/p>\n\n\n\n
\u6570\u5b57\u597d\u770b\uff0c\u4e0d\u5982\u903b\u8f91\u8fc7\u786c\u3002\u8fd9\u662f\u8001\u4f59\u7684\u53e3\u5934\u7985\u3002<\/p>\n\n\n\n
\u516d\u3001\u56db\u53e5\u8bdd\u5de5\u4f5c\u6d41<\/strong><\/h2>\n\n\n\n
\u5982\u679c\u4f60\u60f3\u5728\u4efb\u4f55\u8d44\u4ea7\u4e0a\u590d\u5236\u8fd9\u5957\u65b9\u6cd5\uff0c\u8bb0\u4f4f\u8fd9\u56db\u53e5\u6307\u4ee4\uff1a<\/p>\n\n\n\n
    \n
  1. \u626b\u63cf\u5168\u666f\u3002<\/strong>\u00a0“Test every indicator on [\u4ee3\u7801] over [N] years and rank by expectancy (minimum 5 trades)”\u00a0\u2014\u2014 \u5148\u6478\u6e05\u5168\u8c8c\uff0c\u522b\u6025\u7740\u4e0b\u7ed3\u8bba\u3002<\/li>\n\n\n\n
  2. \u6269\u5145\u6b66\u5668\u5e93\u3002<\/strong>\u00a0“Add [\u65b0\u6307\u6807] to the expectancy script, then re-run the sweep”\u00a0\u2014\u2014 \u89c9\u5f97\u6307\u6807\u4e0d\u591f\uff0c\u968f\u65f6\u52a0\uff0c\u968f\u65f6\u626b\u3002<\/li>\n\n\n\n
  3. \u7ec4\u5408\u6df1\u6316\u3002<\/strong>\u00a0“Run all two-indicator combinations on [\u4ee3\u7801] over [N] years, minimum 5 trades, ranked by expectancy”\u00a0\u2014\u2014 \u8ba9\u6307\u6807\u4e92\u76f8\u8fc7\u6ee4\uff0c\u627e\u5230\u9ad8\u542b\u91d1\u91cf\u7684\u4fe1\u53f7\u3002<\/li>\n\n\n\n
  4. \u7a7f\u900f\u9a8c\u8bc1\u3002<\/strong>\u00a0“Give me [\u6700\u4f73\u7ec4\u5408] \u2014 [\u4ee3\u7801] [N]yr with the full transaction log and chart”\u00a0\u2014\u2014 \u6570\u5b57\u80cc\u540e\u5fc5\u987b\u6709\u6545\u4e8b\uff0c\u6545\u4e8b\u5fc5\u987b\u7ecf\u5f97\u8d77\u63a8\u6572\u3002<\/li>\n<\/ol>\n\n\n\n
    AI\u4f1a\u5e2e\u4f60\u5b8c\u6210\u5269\u4e0b\u7684\u810f\u6d3b\uff1a\u4e0b\u8f7d\u6570\u636e\u3001\u8c03\u7528vectorbt\u8dd1\u56de\u6d4b\u3001\u8ba1\u7b97\u671f\u671b\u6536\u76ca\u3001\u751f\u6210\u6392\u540d\u8868\u3001\u753b\u51fa\u5e26\u6807\u6ce8\u7684\u66f2\u7ebf\u56fe\u3002\u4f60\u8981\u505a\u7684\uff0c\u53ea\u662f\u8bfb\u61c2\u7ed3\u679c\uff0c\u7136\u540e\u505a\u51b3\u5b9a\u3002<\/p>\n\n\n\n
    \u4e03\u3001\u8fd9\u4e8b\u513f\u5230\u5e95\u6539\u53d8\u4e86\u4ec0\u4e48<\/strong><\/h2>\n\n\n\n
    \u4ee5\u524d\u6211\u4eec\u505a\u56de\u6d4b\uff0c\u662f\u5047\u8bbe\u9a71\u52a8\u3002\u5148\u6709\u4e00\u4e2a\u60f3\u6cd5\uff0c\u518d\u53bb\u627e\u6570\u636e\u9a8c\u8bc1\u3002\u8fd9\u5f88\u5bb9\u6613\u53d8\u6210\u81ea\u6211\u8bc1\u660e\u7684\u95ed\u73af\u3002<\/p>\n\n\n\n
    \u73b0\u5728\u8fd9\u5957\u6d41\u7a0b\u628a\u5b83\u5f7b\u5e95\u5012\u8fc7\u6765\u4e86\u3002\u4f60\u8ba9\u6570\u5b66\u5148\u8bf4\u8bdd\uff0c\u8ba9\u7a77\u4e3e\u7ed3\u679c\u66ff\u4f60\u63d0\u51fa\u5047\u8bbe\uff0c\u7136\u540e\u4f60\u518d\u53bb\u5ba1\u89c6\u8fd9\u4e2a\u5047\u8bbe\u662f\u5426\u7b26\u5408\u5e02\u573a\u5e38\u8bc6\u3002<\/p>\n\n\n\n
    RSI\u52a0\u5e03\u6797\u5e26\u8fd9\u79cd\u7ec4\u5408\uff0c\u5982\u679c\u4e0d\u662f\u673a\u5668\u626b\u51fa\u6765\uff0c\u51e0\u4e2a\u4eba\u4f1a\u4e3b\u52a8\u60f3\u5230\u53bb\u6d4b\uff1f\u968f\u673a\u6307\u6807\u5355\u770b\u5f88\u9999\uff0c\u7ec4\u5408\u91cc\u5374\u4e00\u584c\u7cca\u6d82\uff0c\u8fd9\u79cd\u53cd\u76f4\u89c9\u7684\u7ed3\u8bba\uff0c\u4e5f\u53ea\u6709\u5728\u5927\u89c4\u6a21\u626b\u63cf\u91cc\u624d\u80fd\u6d6e\u51fa\u6c34\u9762\u3002<\/p>\n\n\n\n
    \u8ba1\u7b97\u529b\u8ba9\u7a77\u4e3e\u53d8\u5f97\u5ec9\u4ef7\u3002\u5ec9\u4ef7\u7684\u7a77\u4e3e\uff0c\u8ba9\u975e\u76f4\u89c9\u7684\u7b56\u7565\u6709\u673a\u4f1a\u88ab\u53d1\u73b0\u3002\u8fd9\u624d\u662fAI\u7ed9\u91cf\u5316\u4ea4\u6613\u5e26\u6765\u7684\u771f\u6b63\u793c\u7269\uff1a\u4e0d\u662f\u66ff\u4ee3\u4f60\u601d\u8003\uff0c\u800c\u662f\u6269\u5c55\u4f60\u601d\u8003\u7684\u8fb9\u754c\u3002<\/p>\n\n\n\n
    \u89c2\u70b9\u603b\u7ed3<\/strong><\/h2>\n\n\n\n
    \u4f20\u7edf\u56de\u6d4b\u50cf\u62ff\u7740\u624b\u7535\u7b52\u627e\u4e1c\u897f\uff0c\u5149\u7167\u5230\u54ea\u5c31\u53ea\u80fd\u770b\u5230\u54ea\u3002\u800c\u6279\u91cf\u7a77\u4e3e\u56de\u6d4b\u50cf\u6253\u5f00\u5168\u5c4b\u7684\u706f\uff0c\u8ba9\u6240\u6709\u4fe1\u53f7\u540c\u65f6\u663e\u5f62\uff0c\u518d\u7528\u6570\u5b66\u5e2e\u4f60\u7b5b\u9009\u3002\u8fd9\u79cd\u65b9\u6cd5\u6700\u5927\u7684\u4ef7\u503c\u4e0d\u662f\u627e\u5230\u67d0\u4e2a\u5177\u4f53\u7b56\u7565\uff0c\u800c\u662f\u5f7b\u5e95\u6539\u53d8\u4f60\u5bfb\u627e\u7b56\u7565\u7684\u8d77\u70b9\uff0c\u4ece”\u6211\u89c9\u5f97”\u53d8\u6210”\u6570\u636e\u8bf4”\u3002<\/p>\n\n\n\n