{"id":276323,"date":"2024-05-16T14:50:31","date_gmt":"2024-05-16T06:50:31","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/276323.html"},"modified":"2024-05-16T14:50:38","modified_gmt":"2024-05-16T06:50:38","slug":"python%e6%9c%89%e5%93%aa%e4%ba%9b%e9%ab%98%e5%a4%a7%e4%b8%8a%e7%9a%84%e9%a1%b9%e7%9b%ae-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/276323.html","title":{"rendered":"Python\u6709\u54ea\u4e9b\u9ad8\u5927\u4e0a\u7684\u9879\u76ee"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24200846\/7dd304cc-0316-4c67-9243-6a5286b50ef3.webp\" alt=\"Python\u6709\u54ea\u4e9b\u9ad8\u5927\u4e0a\u7684\u9879\u76ee\" 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target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u3001\u6570\u636e\u5206\u6790\u3001\u7f51\u7edc\u722c\u866b\u3001Web\u5f00\u53d1\u7b49\u9886\u57df\u7684\u5e94\u7528\u3002<strong>\u5177\u4f53\u800c\u8a00\uff0c\u50cfTensorFlow\u3001Pandas\u3001Scrapy\u3001Django\u7b49\u90fd\u662f\u5728\u5404\u81ea\u9886\u57df\u4e2d\u9887\u5177\u5f71\u54cd\u529b\u7684Python\u9879\u76ee\u3002\u5c24\u5176\u662f\u5728<\/strong>\u4eba\u5de5\u667a\u80fd<\/strong>\u9886\u57df\uff0cPython\u5c55\u73b0\u51fa\u4e86\u65e0\u4e0e\u4f26\u6bd4\u7684\u4f18\u52bf\u3002<\/p>\n<\/p>\n<p><h3><strong>\u4e00\u3001\u4eba\u5de5\u667a\u80fd<\/strong><\/h3>\n<\/p>\n<p><p>\u5728\u4eba\u5de5\u667a\u80fd\uff08<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>\uff09\u9886\u57df\uff0cPython\u7684\u5e94\u7528\u53ef\u8c13\u662f\u4e3e\u8db3\u8f7b\u91cd\u3002\u591a\u6570\u9876\u5c16\u7ea7\u7684AI\u7b97\u6cd5\u548c\u6280\u672f\uff0c\u5982<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u3001\u6df1\u5ea6\u5b66\u4e60\u7b49\uff0c\u90fd\u53ef\u901a\u8fc7Python\u6765\u5b9e\u73b0\u3002Python\u4e0d\u4ec5\u62e5\u6709\u5f3a\u5927\u7684\u5e93\u652f\u6301\uff0c\u5982TensorFlow\u3001Keras\u3001PyTorch\u7b49\uff0c\u800c\u4e14\u793e\u533a\u6d3b\u8dc3\uff0c\u8d44\u6e90\u4e30\u5bcc\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u66f4\u52a0\u9ad8\u6548\u5730\u8fdb\u884cAI\u9879\u76ee\u7684\u5f00\u53d1\u3002<\/p>\n<\/p>\n<ul>\n<li>TensorFlow\u662f\u4e00\u4e2a\u7531Google\u5f00\u6e90\u7684\u5f3a\u5927\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u652f\u6301\u591a\u79cd\u4efb\u52a1\u7684\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u65ad\uff0c\u6df1\u53d7\u7814\u7a76\u4eba\u5458\u4e0e\u5f00\u53d1\u8005\u559c\u7231\u3002<\/li>\n<li>Keras\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u4ee5Python\u7f16\u5199\uff0c\u7b80\u6d01\u6613\u7528\u662f\u5176\u6700\u5927\u7279\u70b9\uff0c\u5b83\u80fd\u591f\u4f5c\u4e3aTensorFlow\u3001Theano\u7b49\u8ba1\u7b97\u540e\u7aef\uff0c\u8ba9\u5f00\u53d1\u8005\u66f4\u52a0\u5feb\u6377\u5730\u5b9e\u73b0\u590d\u6742\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u8fd9\u4e9b\u6846\u67b6\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8bed\u97f3\u8bc6\u522b\u7b49\u9886\u57df\uff0c\u5b9e\u73b0\u8bf8\u5982\u56fe\u50cf\u8bc6\u522b\u3001\u60c5\u611f\u5206\u6790\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u9ad8\u5927\u4e0a\u7684\u9879\u76ee\u3002<\/p>\n<\/p>\n<p><h3><strong>\u4e8c\u3001\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/strong><\/h3>\n<\/p>\n<p><p>\u6570\u636e\u5206\u6790\u662f\u53e6\u4e00\u4e2aPython\u5927\u653e\u5f02\u5f69\u7684\u9886\u57df\u3002\u5229\u7528Python\u7684\u6570\u636e\u5206\u6790\u5e93\uff0c\u5982Pandas\u3001NumPy\u3001Matplotlib\u7b49\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u8fdb\u884c\u6570\u636e\u5904\u7406\u3001\u5206\u6790\u53ca\u53ef\u89c6\u5316\u5c55\u793a\u3002<\/p>\n<\/p>\n<ul>\n<li>Pandas\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5de5\u5177\uff0c\u652f\u6301\u5404\u79cd\u6570\u636e\u683c\u5f0f\u7684\u8bfb\u5199\u64cd\u4f5c\uff0c\u63d0\u4f9b\u4e86\u5927\u91cf\u6613\u4e8e\u4f7f\u7528\u7684\u6570\u636e\u7ed3\u6784\u4e0e\u6570\u636e\u5206\u6790\u65b9\u6cd5\u3002<\/li>\n<li>Matplotlib\u662fPython\u7684\u57fa\u7840\u6570\u636e\u53ef\u89c6\u5316\u5e93\uff0c\u4e0ePandas\u3001NumPy\u7b49\u5e93\u642d\u914d\u4f7f\u7528\u65f6\uff0c\u53ef\u4ee5\u975e\u5e38\u65b9\u4fbf\u5730\u5236\u4f5c\u51fa\u5404\u79cd\u9ad8\u8d28\u91cf\u7684\u56fe\u8868\u3002<\/li>\n<\/ul>\n<p><p>\u8fd9\u4e9b\u5de5\u5177\u7c7b\u5e93\u4e0d\u4ec5\u652f\u6301\u4f20\u7edf\u7684\u6570\u636e\u5206\u6790\u4efb\u52a1\uff0c\u8fd8\u5e7f\u6cdb\u5e94\u7528\u4e8e\u91d1\u878d\u3001\u5e02\u573a\u5206\u6790\u3001\u751f\u7269\u4fe1\u606f\u5b66\u7b49\u9886\u57df\u7684\u9ad8\u7ea7\u9879\u76ee\u4e2d\u3002<\/p>\n<\/p>\n<p><h3><strong>\u4e09\u3001\u7f51\u7edc\u722c\u866b<\/strong><\/h3>\n<\/p>\n<p><p>\u7f51\u7edc\u722c\u866b\u662fPython\u53e6\u4e00\u4e2a\u70ed\u95e8\u5e94\u7528\u65b9\u5411\u3002\u5728\u8fd9\u4e2a\u4fe1\u606f\u7206\u70b8\u7684\u65f6\u4ee3\uff0c\u5982\u4f55\u9ad8\u6548\u5730\u83b7\u53d6\u548c\u5904\u7406\u7f51\u7edc\u4e0a\u7684\u6d77\u91cf\u6570\u636e\u6210\u4e3a\u8bb8\u591a\u4f01\u4e1a\u4e0e\u7814\u7a76\u673a\u6784\u5173\u6ce8\u7684\u7126\u70b9\u3002Python\u51ed\u501f\u7b80\u5355\u7684\u8bed\u6cd5\u7279\u6027\u548c\u5f3a\u5927\u7684\u7b2c\u4e09\u65b9\u5e93\uff0c\u5982Scrapy\u3001BeautifulSoup\u7b49\uff0c\u6210\u4e3a\u5f00\u53d1\u9ad8\u6548\u7f51\u7edc\u722c\u866b\u7684\u9996\u9009\u8bed\u8a00\u3002<\/p>\n<\/p>\n<ul>\n<li>Scrapy\u662f\u4e00\u4e2a\u5feb\u901f\u7684\u3001\u9ad8\u5c42\u6b21\u7684Web\u722c\u53d6\u6846\u67b6\uff0c\u7528\u4e8e\u722c\u53d6Web\u7ad9\u70b9\u5e76\u4ece\u9875\u9762\u4e2d\u62bd\u53d6\u7ed3\u6784\u5316\u7684\u6570\u636e\u3002<\/li>\n<li>BeautifulSoup\u662f\u4e00\u4e2a\u7528\u4e8e\u89e3\u6790HTML\u548cXML\u6587\u4ef6\u7684\u5e93\uff0c\u5e38\u4e0e\u7f51\u7edc\u8bf7\u6c42\u5e93Requests\u4e00\u540c\u4f7f\u7528\uff0c\u8f7b\u677e\u5b9e\u73b0\u7f51\u9875\u5185\u5bb9\u7684\u6293\u53d6\u4e0e\u89e3\u6790\u3002<\/li>\n<\/ul>\n<p><p>\u5229\u7528\u8fd9\u4e9b\u5e93\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u4ece\u7b80\u5355\u7684\u7f51\u9875\u6570\u636e\u722c\u53d6\u5230\u590d\u6742\u7684\u7f51\u7edc\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406\u9879\u76ee\u3002<\/p>\n<\/p>\n<p><h3><strong>\u56db\u3001Web\u5f00\u53d1<\/strong><\/h3>\n<\/p>\n<p><p>Web\u5f00\u53d1\u662fPython\u7684\u53c8\u4e00\u5927\u5e94\u7528\u573a\u666f\u3002\u501f\u52a9Django\u3001Flask\u7b49Web\u6846\u67b6\uff0cPython\u53ef\u4ee5\u5feb\u901f\u5f00\u53d1\u51fa\u529f\u80fd\u4e30\u5bcc\u3001\u6027\u80fd\u4f18\u5f02\u7684Web\u5e94\u7528\u3002Django\u662f\u4e00\u4e2a\u9ad8\u7ea7\u7684Python Web\u6846\u67b6\uff0c\u5b83\u9f13\u52b1\u5feb\u901f\u5f00\u53d1\u4e0e\u5e72\u51c0\u3001\u5b9e\u7528\u7684\u8bbe\u8ba1\uff1b\u800cFlask\u66f4\u52a0\u8f7b\u91cf\u7ea7\uff0c\u9002\u5408\u5feb\u901f\u5f00\u53d1\u5c0f\u81f3\u4e2d\u578bWeb\u5e94\u7528\u3002<\/p>\n<\/p>\n<ul>\n<li>Django\u901a\u8fc7\u63d0\u4f9b\u4e00\u5957\u5b8c\u6574\u7684Web\u5e94\u7528\u6846\u67b6\uff0c\u7b80\u5316\u4e86\u6570\u636e\u5e93\u7684\u64cd\u4f5c\u3001\u7528\u6237\u8ba4\u8bc1\u7b49Web\u5e94\u7528\u4e2d\u7684\u5e38\u89c1\u4efb\u52a1\u3002<\/li>\n<li>Flask\u5219\u4ee5\u5fae\u6846\u67b6\u8457\u79f0\uff0c\u63d0\u4f9b\u4e86\u5fc5\u8981\u7684Web\u670d\u52a1\u529f\u80fd\uff0c\u4f46\u4fdd\u7559\u4e86\u9ad8\u5ea6\u7684\u6269\u5c55\u6027\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u8fd9\u4e9b\u6846\u67b6\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5b9e\u73b0\u4ece\u4e2a\u4eba\u535a\u5ba2\u3001\u4f01\u4e1a\u7f51\u7ad9\u5230\u5927\u578b\u793e\u4ea4\u7f51\u7edc\u7b49\u5404\u79cdWeb\u5e94\u7528\u9879\u76ee\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. 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Python\u6709\u54ea\u4e9b\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9879\u76ee\uff1f<\/strong><\/p>\n<p>Python\u5728\u6570\u636e\u79d1\u5b66\u9886\u57df\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u5e76\u62e5\u6709\u4e00\u4e9b\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u9879\u76ee\u3002\u6bd4\u5982\uff0cPandas\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5e93\uff0c\u53ef\u4ee5\u7528\u4e8e\u6570\u636e\u6e05\u6d17\u3001\u53d8\u6362\u548c\u805a\u5408\u3002\u53e6\u5916\uff0cMatplotlib\u548cSeaborn\u662f\u7528\u4e8e\u521b\u5efa\u7edf\u8ba1\u56fe\u8868\u548c\u53ef\u89c6\u5316\u6570\u636e\u7684\u5f3a\u5927\u5de5\u5177\u3002\u8fd9\u4e9b\u9879\u76ee\u53ef\u4ee5\u5e2e\u52a9\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u5206\u6790\u5e08\u5904\u7406\u548c\u5c55\u793a\u6570\u636e\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u8bed\u8a00\u56e0\u5176\u7b80\u6d01\u3001\u6613\u5b66\u7684\u7279\u6027\uff0c\u5728\u5168\u7403\u8303\u56f4\u5185\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u591a\u4e2a\u9886\u57df\uff0c\u6d8c\u73b0\u4e86\u5927\u91cf\u9ad8\u5927\u4e0a\u7684\u9879\u76ee\u3002\u5176\u4e2d\u503c\u5f97\u4e00\u63d0\u7684 [&hellip;]","protected":false},"author":3,"featured_media":276332,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/276323"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=276323"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/276323\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/276332"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=276323"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=276323"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=276323"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}