{"id":3508,"date":"2026-03-09T10:08:07","date_gmt":"2026-03-09T02:08:07","guid":{"rendered":"http:\/\/xuebuwan.com\/wp\/archives\/3508"},"modified":"2026-03-09T13:01:34","modified_gmt":"2026-03-09T05:01:34","slug":"%e6%89%8b%e6%8a%8a%e6%89%8b%e6%95%99%e4%bd%a0%e7%94%a8python%e5%ae%9e%e7%8e%b0%e5%8f%8c%e5%9d%87%e7%ba%bf%e7%ad%96%e7%95%a5","status":"publish","type":"post","link":"http:\/\/xuebuwan.com\/wp\/?p=3508","title":{"rendered":"\u624b\u628a\u624b\u6559\u4f60\u7528Python\u5b9e\u73b0\u53cc\u5747\u7ebf\u7b56\u7565"},"content":{"rendered":"<p>\u53cc\u5747\u7ebf\u662f\u6700\u7ecf\u5178\u7684\u91cf\u5316\u7b56\u7565\uff0c\u4eca\u5929\u624b\u628a\u624b\u6559\u4f60\u7528Python\u5b9e\u73b0\uff01<\/p>\n<h2>\u7b56\u7565\u539f\u7406<\/h2>\n<ul><li>\u77ed\u671f\u5747\u7ebf\u4e0a\u7a7f\u957f\u671f\u5747\u7ebf \u2192 \u4e70\u5165\u4fe1\u53f7\uff08\u91d1\u53c9\uff09<\/li>\n<li>\u77ed\u671f\u5747\u7ebf\u4e0b\u7a7f\u957f\u671f\u5747\u7ebf \u2192 \u5356\u51fa\u4fe1\u53f7\uff08\u6b7b\u53c9\uff09<\/li><\/ul>\n<h2>\u4ee3\u7801\u5b9e\u73b0<\/h2>\n<pre><code>import pandas as pd\\nimport numpy as np\\nimport akshare as ak\\n\\n# \u83b7\u53d6\u6570\u636e\\ndf = ak.stock_zh_a_hist(symbol=&quot;000001&quot;, period=&quot;daily&quot;)\\ndf = df.sort_values(&quot;\u65e5\u671f&quot;)\\n\\n# \u8ba1\u7b97\u5747\u7ebf\\ndf[&quot;MA5&quot;] = df[&quot;\u6536\u76d8&quot;].rolling(window=5).mean()\\ndf[&quot;MA20&quot;] = df[&quot;\u6536\u76d8&quot;].rolling(window=20).mean()\\n\\n# \u4ea4\u6613\u4fe1\u53f7\\ndf[&quot;signal&quot;] = 0\\ndf.loc[df[&quot;MA5&quot;] &gt; df[&quot;MA20&quot;], &quot;signal&quot;] = 1\\ndf.loc[df[&quot;MA5&quot;] <\/code><\/pre>\n<h2>\u53c2\u6570\u4f18\u5316<\/h2>\n<p>\u53ef\u4ee5\u5c1d\u8bd5\u4e0d\u540c\u5468\u671f\u7ec4\u5408\uff1aMA5\/MA20, MA10\/MA30, MA20\/MA60<\/p>\n<h2>\u6ce8\u610f\u4e8b\u9879<\/h2>\n<ul><li>\u5747\u7ebf\u6709\u6ede\u540e\u6027\uff0c\u9707\u8361\u884c\u60c5\u5bb9\u6613\u4e8f\u635f<\/li>\n<li>\u5efa\u8bae\u7ed3\u5408\u5176\u4ed6\u6307\u6807\u8fc7\u6ee4\u5047\u4fe1\u53f7<\/li><\/ul>\n<p><strong>\u514d\u8d23\u8bf4\u660e\uff1a<\/strong>\u672c\u6587\u4ec5\u4f9b\u5b66\u4e60\u4ea4\u6d41\uff0c\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u53cc\u5747\u7ebf\u662f\u6700\u7ecf\u5178\u7684\u91cf\u5316\u7b56\u7565\uff0c\u4eca\u5929\u624b\u628a\u624b\u6559\u4f60\u7528Python\u5b9e\u73b0\uff01 \u7b56\u7565\u539f\u7406 \u77ed\u671f\u5747\u7ebf\u4e0a\u7a7f\u957f\u671f\u5747\u7ebf \u2192 \u4e70\u5165\u4fe1\u53f7\uff08\u91d1 &#8230; <a title=\"\u624b\u628a\u624b\u6559\u4f60\u7528Python\u5b9e\u73b0\u53cc\u5747\u7ebf\u7b56\u7565\" class=\"read-more\" href=\"http:\/\/xuebuwan.com\/wp\/?p=3508\" aria-label=\"\u9605\u8bfb \u624b\u628a\u624b\u6559\u4f60\u7528Python\u5b9e\u73b0\u53cc\u5747\u7ebf\u7b56\u7565\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-3508","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3508","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3508"}],"version-history":[{"count":1,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3508\/revisions"}],"predecessor-version":[{"id":3528,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3508\/revisions\/3528"}],"wp:attachment":[{"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3508"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3508"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3508"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}