{"id":1160032,"date":"2025-01-13T19:00:11","date_gmt":"2025-01-13T11:00:11","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1160032.html"},"modified":"2025-01-13T19:00:14","modified_gmt":"2025-01-13T11:00:14","slug":"python%e5%a6%82%e4%bd%95%e9%9b%b6%e5%9f%ba%e7%a1%80%e8%87%aa%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1160032.html","title":{"rendered":"python\u5982\u4f55\u96f6\u57fa\u7840\u81ea\u5b66"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25201615\/b0d806e3-76fd-47d1-9e3c-8d37788be718.webp\" alt=\"python\u5982\u4f55\u96f6\u57fa\u7840\u81ea\u5b66\" \/><\/p>\n<p><p> <strong>\u8981\u96f6\u57fa\u7840\u81ea\u5b66Python\uff0c\u4f60\u9700\u8981\u660e\u786e\u76ee\u6807\u3001\u9009\u62e9\u5408\u9002\u7684\u5b66\u4e60\u8d44\u6e90\u3001\u5236\u5b9a\u5b66\u4e60\u8ba1\u5212\u3001\u8fdb\u884c\u52a8\u624b\u5b9e\u8df5\u3001\u52a0\u5165\u5b66\u4e60\u793e\u533a\u3001\u5b9a\u671f\u590d\u76d8\u603b\u7ed3\u3002<\/strong>\u660e\u786e\u5b66\u4e60\u76ee\u6807\u662f\u6700\u91cd\u8981\u7684\u4e00\u6b65\u3002\u521d\u5b66\u8005\u5fc5\u987b\u4e86\u89e3\u81ea\u5df1\u5b66\u4e60Python\u7684\u76ee\u7684\uff0c\u662f\u4e3a\u4e86\u6570\u636e\u5206\u6790\u3001<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" 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\u5206\u6790<\/p>\n<\/p>\n<ol>\n<li><strong>NumPy<\/strong>\uff1aNumPy\u662f\u4e00\u4e2a\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u7684\u5e93\u3002\u5b66\u4e60\u5982\u4f55\u4f7f\u7528NumPy\u8fdb\u884c\u6570\u7ec4\u548c\u77e9\u9635\u64cd\u4f5c\u3001\u7ebf\u6027\u4ee3\u6570\u8fd0\u7b97\u548c\u7edf\u8ba1\u5206\u6790\u3002<\/li>\n<li><strong>Pandas<\/strong>\uff1aPandas\u662f\u4e00\u4e2a\u7528\u4e8e\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u7684\u5e93\u3002\u638c\u63e1\u5982\u4f55\u4f7f\u7528Pandas\u8fdb\u884c\u6570\u636e\u8bfb\u53d6\u3001\u6e05\u6d17\u3001\u8f6c\u6362\u548c\u53ef\u89c6\u5316\u64cd\u4f5c\u3002<\/li>\n<li><strong>Matplotlib<\/strong>\uff1aMatplotlib\u662f\u4e00\u4e2a\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\u7684\u5e93\u3002\u5b66\u4e60\u5982\u4f55\u4f7f\u7528Matplotlib\u521b\u5efa\u5404\u79cd\u7c7b\u578b\u7684\u56fe\u8868\uff0c\u5982\u6298\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u3001\u6563\u70b9\u56fe\u548c\u997c\u56fe\u3002<\/li>\n<\/ol>\n<p><p>\u5341\u3001Web\u5f00\u53d1<\/p>\n<\/p>\n<ol>\n<li><strong>Flask<\/strong>\uff1aFlask\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684Web\u6846\u67b6\u3002\u5b66\u4e60\u5982\u4f55\u4f7f\u7528Flask\u521b\u5efaWeb\u5e94\u7528\uff0c\u5305\u62ec\u8def\u7531\u3001\u6a21\u677f\u6e32\u67d3\u3001\u8868\u5355\u5904\u7406\u548c\u6570\u636e\u5e93\u96c6\u6210\u3002<\/li>\n<li><strong>Django<\/strong>\uff1aDjango\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684Web\u6846\u67b6\u3002\u638c\u63e1Django\u7684\u57fa\u672c\u6982\u5ff5\u548c\u7ec4\u4ef6\uff0c\u5982\u6a21\u578b\u3001\u89c6\u56fe\u3001\u6a21\u677f\u3001\u8868\u5355\u548c\u7ba1\u7406\u5458\u754c\u9762\u3002\u5b66\u4e60\u5982\u4f55\u4f7f\u7528Django\u8fdb\u884cWeb\u5e94\u7528\u5f00\u53d1\u548c\u90e8\u7f72\u3002<\/li>\n<\/ol>\n<p><p>\u5341\u4e00\u3001\u81ea\u52a8\u5316\u548c\u811a\u672c\u7f16\u5199<\/p>\n<\/p>\n<ol>\n<li><strong>\u81ea\u52a8\u5316\u4efb\u52a1<\/strong>\uff1a\u5b66\u4e60\u5982\u4f55\u4f7f\u7528Python\u7f16\u5199\u81ea\u52a8\u5316\u811a\u672c\uff0c\u4f8b\u5982\u81ea\u52a8\u5316\u6587\u4ef6\u64cd\u4f5c\u3001\u7f51\u7edc\u8bf7\u6c42\u3001\u6570\u636e\u6293\u53d6\u548c\u7cfb\u7edf\u7ba1\u7406\u4efb\u52a1\u3002\u638c\u63e1\u5e38\u7528\u7684Python\u5e93\uff0c\u5982requests\u3001BeautifulSoup\u548cSelenium\u3002<\/li>\n<li><strong>\u5b9a\u65f6\u4efb\u52a1<\/strong>\uff1a\u4e86\u89e3\u5982\u4f55\u4f7f\u7528Python\u521b\u5efa\u5b9a\u65f6\u4efb\u52a1\uff0c\u4f8b\u5982\u4f7f\u7528schedule\u5e93\u6216\u64cd\u4f5c\u7cfb\u7edf\u7684\u5b9a\u65f6\u4efb\u52a1\u5de5\u5177\uff08\u5982cron\u6216Task Scheduler\uff09\u6765\u5b9a\u671f\u6267\u884c\u811a\u672c\u3002<\/li>\n<\/ol>\n<p><p>\u5341\u4e8c\u3001\u8fdb\u4e00\u6b65\u5b66\u4e60\u548c\u63d0\u5347<\/p>\n<\/p>\n<ol>\n<li><strong>\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784<\/strong>\uff1a\u6df1\u5165\u5b66\u4e60\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\u7684\u57fa\u672c\u6982\u5ff5\u548c\u5b9e\u73b0\uff0c\u5982\u6392\u5e8f\u7b97\u6cd5\u3001\u67e5\u627e\u7b97\u6cd5\u3001\u6808\u3001\u961f\u5217\u3001\u94fe\u8868\u3001\u6811\u548c\u56fe\u3002\u638c\u63e1\u8fd9\u4e9b\u77e5\u8bc6\u53ef\u4ee5\u63d0\u9ad8\u4f60\u7684\u7f16\u7a0b\u80fd\u529b\u548c\u89e3\u51b3\u95ee\u9898\u7684\u6548\u7387\u3002<\/li>\n<li><strong>\u8bbe\u8ba1\u6a21\u5f0f<\/strong>\uff1a\u5b66\u4e60\u5e38\u89c1\u7684\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u5982\u5355\u4f8b\u6a21\u5f0f\u3001\u5de5\u5382\u6a21\u5f0f\u3001\u89c2\u5bdf\u8005\u6a21\u5f0f\u548c\u88c5\u9970\u5668\u6a21\u5f0f\u3002\u7406\u89e3\u8bbe\u8ba1\u6a21\u5f0f\u7684\u601d\u60f3\u548c\u5e94\u7528\u573a\u666f\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7f16\u5199\u66f4\u52a0\u4f18\u96c5\u548c\u53ef\u7ef4\u62a4\u7684\u4ee3\u7801\u3002<\/li>\n<li><strong>\u6d4b\u8bd5\u548c\u8c03\u8bd5<\/strong>\uff1a\u638c\u63e1\u5355\u5143\u6d4b\u8bd5\u3001\u96c6\u6210\u6d4b\u8bd5\u548c\u529f\u80fd\u6d4b\u8bd5\u7684\u65b9\u6cd5\u3002\u5b66\u4e60\u5982\u4f55\u4f7f\u7528Python\u7684unittest\u548cpytest\u5e93\u8fdb\u884c\u6d4b\u8bd5\uff0c\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u8c03\u8bd5\u5de5\u5177\uff08\u5982pdb\uff09\u8fdb\u884c\u4ee3\u7801\u8c03\u8bd5\u3002<\/li>\n<\/ol>\n<p><p>\u5341\u4e09\u3001\u53c2\u52a0\u7f16\u7a0b\u7ade\u8d5b\u548c\u9879\u76ee<\/p>\n<\/p>\n<ol>\n<li><strong>\u7f16\u7a0b\u7ade\u8d5b<\/strong>\uff1a\u53c2\u52a0\u7f16\u7a0b\u7ade\u8d5b\uff0c\u5982LeetCode\u3001Codeforces\u548cHackerRank\u3002\u8fd9\u4e9b\u7ade\u8d5b\u53ef\u4ee5\u5e2e\u52a9\u4f60\u63d0\u5347\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\u7684\u80fd\u529b\uff0c\u5e76\u4e14\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u7ec3\u4e60\u9898\u76ee\u3002<\/li>\n<li><strong>\u5f00\u6e90\u9879\u76ee<\/strong>\uff1a\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\uff0c\u901a\u8fc7\u8d21\u732e\u4ee3\u7801\u548c\u534f\u4f5c\u6765\u63d0\u9ad8\u4f60\u7684\u7f16\u7a0b\u80fd\u529b\u548c\u56e2\u961f\u5408\u4f5c\u80fd\u529b\u3002\u4f60\u53ef\u4ee5\u5728GitHub\u4e0a\u627e\u5230\u9002\u5408\u81ea\u5df1\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5e76\u901a\u8fc7\u63d0\u4ea4Pull Request\u6765\u53c2\u4e0e\u5f00\u53d1\u3002<\/li>\n<\/ol>\n<p><p>\u5341\u56db\u3001\u6df1\u5165\u5b66\u4e60\u7279\u5b9a\u9886\u57df<\/p>\n<\/p>\n<ol>\n<li><strong>\u6570\u636e\u79d1\u5b66\u548c<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a><\/strong>\uff1a\u5982\u679c\u4f60\u5bf9\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u5b66\u4e60\u76f8\u5173\u7684\u5e93\u548c\u5de5\u5177\uff0c\u5982Scikit-Learn\u3001TensorFlow\u548cKeras\u3002\u638c\u63e1\u6570\u636e\u9884\u5904\u7406\u3001\u7279\u5f81\u5de5\u7a0b\u3001\u6a21\u578b\u8bad\u7ec3\u548c\u8bc4\u4f30\u7684\u6280\u5de7\uff0c\u5e76\u901a\u8fc7\u5b9e\u9645\u9879\u76ee\u8fdb\u884c\u7ec3\u4e60\u3002<\/li>\n<li><strong>Web\u5f00\u53d1\u9ad8\u7ea7\u6280\u672f<\/strong>\uff1a\u6df1\u5165\u5b66\u4e60Web\u5f00\u53d1\u7684\u9ad8\u7ea7\u6280\u672f\uff0c\u5982\u524d\u7aef\u6846\u67b6\uff08React\u3001Vue.js\uff09\u3001\u540e\u7aef\u6846\u67b6\uff08FastAPI\u3001Tornado\uff09\u3001\u5fae\u670d\u52a1\u67b6\u6784\u548c<a href=\"https:\/\/docs.pingcode.com\/blog\/devops\/20813.html\" 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