{"id":1006198,"date":"2024-12-27T10:42:17","date_gmt":"2024-12-27T02:42:17","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1006198.html"},"modified":"2024-12-27T10:42:19","modified_gmt":"2024-12-27T02:42:19","slug":"%e6%96%b0%e6%89%8b%e5%a6%82%e4%bd%95%e7%94%a8python%e8%82%a1%e7%a5%a8","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1006198.html","title":{"rendered":"\u65b0\u624b\u5982\u4f55\u7528Python\u80a1\u7968"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25082422\/7cd29e2c-bfdc-4cf2-9a78-5b00d84b758a.webp\" alt=\"\u65b0\u624b\u5982\u4f55\u7528Python\u80a1\u7968\" \/><\/p>\n<p><p> \u4e00\u3001\u65b0\u624b\u4f7f\u7528Python\u8fdb\u884c\u80a1\u7968\u5206\u6790\u7684\u6b65\u9aa4  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\/>Python\u6709\u4e30\u5bcc\u7684\u5e93\u53ef\u4f9b\u4f7f\u7528\uff0c\u5bf9\u4e8e\u80a1\u7968\u5206\u6790\u6765\u8bf4\uff0c\u5e38\u7528\u7684\u5e93\u5305\u62ecNumPy\u3001Pandas\u3001Matplotlib\u548cSciPy\u7b49\u3002NumPy\u7528\u4e8e\u6570\u503c\u8ba1\u7b97\uff0cPandas\u7528\u4e8e\u6570\u636e\u5904\u7406\u548c\u5206\u6790\uff0cMatplotlib\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\uff0c\u800cSciPy\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u79d1\u5b66\u8ba1\u7b97\u529f\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e09\u3001\u4e86\u89e3\u91d1\u878d\u5e02\u573a\u57fa\u7840\u77e5\u8bc6  <\/p>\n<\/p>\n<p><p>\u5728\u8fdb\u884c\u80a1\u7968\u5206\u6790\u4e4b\u524d\uff0c\u4e86\u89e3\u4e00\u4e9b\u57fa\u7840\u7684\u91d1\u878d\u5e02\u573a\u77e5\u8bc6\u662f\u975e\u5e38\u5fc5\u8981\u7684\u3002  <\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u80a1\u7968\u5e02\u573a\u57fa\u672c\u6982\u5ff5<\/strong><br \/>\u5b66\u4e60\u80a1\u7968\u5e02\u573a\u7684\u57fa\u672c\u6982\u5ff5\uff0c\u5305\u62ec\u80a1\u7968\u3001\u6307\u6570\u3001\u80a1\u606f\u3001\u5206\u7ea2\u3001\u5e02\u76c8\u7387\u7b49\u672f\u8bed\u3002\u8fd9\u4e9b\u6982\u5ff5\u6709\u52a9\u4e8e\u7406\u89e3\u80a1\u7968\u6570\u636e\u548c\u5206\u6790\u7ed3\u679c\u3002  <\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5e02\u573a\u5206\u6790\u65b9\u6cd5<\/strong><br \/>\u4e86\u89e3\u57fa\u672c\u7684\u5e02\u573a\u5206\u6790\u65b9\u6cd5\uff0c\u5982\u6280\u672f\u5206\u6790\u548c\u57fa\u672c\u9762\u5206\u6790\u3002\u6280\u672f\u5206\u6790\u4e3b\u8981\u901a\u8fc7\u5386\u53f2\u4ef7\u683c\u548c\u4ea4\u6613\u91cf\u6570\u636e\u6765\u9884\u6d4b\u672a\u6765\u7684\u4ef7\u683c\u8d70\u52bf\uff0c\u800c\u57fa\u672c\u9762\u5206\u6790\u5219\u5173\u6ce8\u516c\u53f8\u7684\u8d22\u52a1\u72b6\u51b5\u3001\u884c\u4e1a\u72b6\u51b5\u7b49\u57fa\u672c\u56e0\u7d20\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u56db\u3001\u4f7f\u7528\u6570\u636e\u5206\u6790\u5e93\u8fdb\u884c\u6570\u636e\u5904\u7406  <\/p>\n<\/p>\n<p><p>\u4f7f\u7528Python\u8fdb\u884c\u6570\u636e\u5206\u6790\u65f6\uff0cPandas\u662f\u4e00\u4e2a\u975e\u5e38\u5f3a\u5927\u7684\u5de5\u5177\u3002  <\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u6570\u636e\u5bfc\u5165\u4e0e\u9884\u5904\u7406<\/strong><br \/>\u4f7f\u7528Pandas\u5bfc\u5165\u80a1\u7968\u6570\u636e\uff0c\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u548c\u9884\u5904\u7406\u3002\u5305\u62ec\u5904\u7406\u7f3a\u5931\u503c\u3001\u683c\u5f0f\u8f6c\u6362\u3001\u6570\u636e\u5f52\u4e00\u5316\u7b49\u64cd\u4f5c\u3002  <\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u64cd\u4f5c\u4e0e\u53d8\u6362<\/strong><br \/>\u5229\u7528Pandas\u8fdb\u884c\u6570\u636e\u7684\u5404\u79cd\u64cd\u4f5c\u548c\u53d8\u6362\uff0c\u5982\u6570\u636e\u7684\u7b5b\u9009\u3001\u5408\u5e76\u3001\u5206\u7ec4\u548c\u805a\u5408\u7b49\u3002\u8fd9\u4e9b\u64cd\u4f5c\u6709\u52a9\u4e8e\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u6362\u4e3a\u9002\u5408\u5206\u6790\u7684\u683c\u5f0f\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e94\u3001\u83b7\u53d6\u80a1\u7968\u6570\u636e  <\/p>\n<\/p>\n<p><p>\u83b7\u53d6\u9ad8\u8d28\u91cf\u7684\u80a1\u7968\u6570\u636e\u662f\u8fdb\u884c\u80a1\u7968\u5206\u6790\u7684\u57fa\u7840\u3002  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\/>\u9664\u4e86Matplotlib\uff0cPython\u4e2d\u8fd8\u6709\u5176\u4ed6\u9ad8\u7ea7\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u5982Seaborn\u548cPlotly\u3002\u8fd9\u4e9b\u5de5\u5177\u63d0\u4f9b\u4e86\u66f4\u4e3a\u4e30\u5bcc\u7684\u56fe\u8868\u7c7b\u578b\u548c\u66f4\u9ad8\u7684\u4ea4\u4e92\u6027\uff0c\u53ef\u4ee5\u521b\u5efa\u66f4\u5177\u8868\u73b0\u529b\u7684\u56fe\u8868\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e03\u3001\u5b9e\u73b0\u7b80\u5355\u7684\u80a1\u7968\u5206\u6790\u6a21\u578b  <\/p>\n<\/p>\n<p><p>\u5728\u638c\u63e1\u4e86\u6570\u636e\u5904\u7406\u548c\u53ef\u89c6\u5316\u540e\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u5b9e\u73b0\u4e00\u4e9b\u7b80\u5355\u7684\u80a1\u7968\u5206\u6790\u6a21\u578b\u3002  <\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u6280\u672f\u6307\u6807\u8ba1\u7b97<\/strong><br \/>\u901a\u8fc7Python\u8ba1\u7b97\u5e38\u7528\u7684\u6280\u672f\u6307\u6807\uff0c\u5982\u79fb\u52a8\u5e73\u5747\u7ebf\uff08MA\uff09\u3001\u76f8\u5bf9\u5f3a\u5f31\u6307\u6570\uff08RSI\uff09\u3001\u5e03\u6797\u5e26\uff08Bollinger Bands\uff09\u7b49\u3002\u8fd9\u4e9b\u6307\u6807\u80fd\u591f\u5e2e\u52a9\u8bc6\u522b\u80a1\u7968\u7684\u4e70\u5165\u548c\u5356\u51fa\u4fe1\u53f7\u3002  <\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u57fa\u7840\u9884\u6d4b\u6a21\u578b<\/strong><br \/>\u4f7f\u7528\u7b80\u5355\u7684\u9884\u6d4b\u6a21\u578b\u8fdb\u884c\u80a1\u7968\u4ef7\u683c\u9884\u6d4b\uff0c\u5982\u7ebf\u6027\u56de\u5f52\u6a21\u578b\u3001\u65f6\u95f4\u5e8f\u5217\u6a21\u578b\u7b49\u3002\u8fd9\u4e9b\u6a21\u578b\u80fd\u591f\u6839\u636e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u672a\u6765\u7684\u80a1\u7968\u4ef7\u683c\u8d70\u52bf\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u516b\u3001\u4e0d\u65ad\u5b66\u4e60\u4e0e\u5b9e\u8df5  <\/p>\n<\/p>\n<p><p>\u80a1\u7968\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u9886\u57df\uff0c\u4e0d\u65ad\u5b66\u4e60\u548c\u5b9e\u8df5\u662f\u63d0\u9ad8\u5206\u6790\u80fd\u529b\u7684\u5173\u952e\u3002  <\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u5b66\u4e60\u9ad8\u7ea7\u5206\u6790\u6280\u672f<\/strong><br \/>\u5728\u638c\u63e1\u57fa\u7840\u5206\u6790\u6280\u672f\u540e\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u5b66\u4e60\u9ad8\u7ea7\u5206\u6790\u6280\u672f\uff0c\u5982<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u6a21\u578b\uff08\u5982\u968f\u673a\u68ee\u6797\u3001\u652f\u6301\u5411\u91cf\u673a\u7b49\uff09\u3001\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff08\u5982LSTM\u3001\u795e\u7ecf\u7f51\u7edc\u7b49\uff09\u7b49\u3002\u8fd9\u4e9b\u6280\u672f\u80fd\u591f\u5904\u7406\u66f4\u590d\u6742\u7684\u5206\u6790\u4efb\u52a1\u548c\u9884\u6d4b\u95ee\u9898\u3002  <\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u53c2\u4e0e\u5b9e\u8df5\u9879\u76ee<\/strong><br \/>\u901a\u8fc7\u53c2\u4e0e\u5b9e\u9645\u7684\u80a1\u7968\u5206\u6790\u9879\u76ee\uff0c\u79ef\u7d2f\u5b9e\u8df5\u7ecf\u9a8c\u3002\u53ef\u4ee5\u5c1d\u8bd5\u5728\u771f\u5b9e\u73af\u5883\u4e2d\u5e94\u7528\u6240\u5b66\u7684\u5206\u6790\u6280\u672f\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u6548\u679c\u5e76\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u65b0\u624b\u53ef\u4ee5\u9010\u6b65\u638c\u63e1\u4f7f\u7528Python\u8fdb\u884c\u80a1\u7968\u5206\u6790\u7684\u57fa\u672c\u6280\u80fd\uff0c\u5e76\u5728\u5b9e\u8df5\u4e2d\u4e0d\u65ad\u63d0\u9ad8\u81ea\u5df1\u7684\u5206\u6790\u80fd\u529b\u548c\u6280\u672f\u6c34\u5e73\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5f00\u59cb\u4f7f\u7528Python\u8fdb\u884c\u80a1\u7968\u5206\u6790\uff1f<\/strong><br 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