{"id":1001545,"date":"2024-12-27T10:01:15","date_gmt":"2024-12-27T02:01:15","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1001545.html"},"modified":"2024-12-27T10:01:17","modified_gmt":"2024-12-27T02:01:17","slug":"python%e8%bf%99%e4%b8%aa%e8%af%ad%e8%a8%80%e5%ba%94%e7%94%a8%e5%a6%82%e4%bd%95","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1001545.html","title":{"rendered":"python\u8fd9\u4e2a\u8bed\u8a00\u5e94\u7528\u5982\u4f55"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25075658\/2d7d267f-e48e-4d66-8c33-804c464786af.webp\" alt=\"python\u8fd9\u4e2a\u8bed\u8a00\u5e94\u7528\u5982\u4f55\" \/><\/p>\n<p><p> <strong>Python\u5728\u73b0\u4ee3\u7f16\u7a0b\u4e2d\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u4e3b\u8981\u5305\u62ec\uff1a\u6570\u636e\u79d1\u5b66\u4e0e\u5206\u6790\u3001\u4eba\u5de5\u667a\u80fd\u4e0e<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u3001Web\u5f00\u53d1\u3001\u81ea\u52a8\u5316\u4e0e\u811a\u672c\u7f16\u5199\u3001\u79d1\u5b66\u8ba1\u7b97\u4e0e\u4eff\u771f\u3002\u8fd9\u4e9b\u5e94\u7528\u9886\u57df\u4e2d\uff0cPython\u56e0\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\u800c\u5907\u53d7\u6b22\u8fce\u3002<\/strong>\u7279\u522b\u662f\u5728\u6570\u636e\u79d1\u5b66\u4e0e\u5206\u6790\u9886\u57df\uff0cPython\u7684\u5e94\u7528\u5c24\u4e3a\u7a81\u51fa\uff0c\u539f\u56e0\u5728\u4e8e\u5176\u4e30\u5bcc\u7684\u5e93\u5982Pandas\u3001NumPy\u548cMatplotlib\uff0c\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002<\/p>\n<\/p>\n<p><p>Python\u7684\u7b80\u6d01\u6027\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\uff0c\u4f7f\u5176\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u9996\u9009\u8bed\u8a00\u4e4b\u4e00\u3002\u6570\u636e\u79d1\u5b66\u6d89\u53ca\u5bf9\u5927\u91cf\u6570\u636e\u7684\u5904\u7406\u548c\u5206\u6790\uff0c\u800cPython\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5e93\uff0c\u5982Pandas\u548cNumPy\uff0c\u8fd9\u4e9b\u5e93\u4f7f\u5f97\u6570\u636e\u7684\u6e05\u6d17\u3001\u6574\u7406\u548c\u64cd\u4f5c\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u3002\u6b64\u5916\uff0cPython\u7684Matplotlib\u548cSeaborn\u5e93\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u4f7f\u5f97\u6570\u636e\u5206\u6790\u7ed3\u679c\u53ef\u4ee5\u4ee5\u76f4\u89c2\u7684\u56fe\u8868\u5f62\u5f0f\u5c55\u793a\uff0c\u4ece\u800c\u5e2e\u52a9\u5206\u6790\u5e08\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u80cc\u540e\u7684\u6545\u4e8b\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u6570\u636e\u79d1\u5b66\u4e0e\u5206\u6790<\/p>\n<\/p>\n<p><p>Python\u5728\u6570\u636e\u79d1\u5b66\u9886\u57df\u7684\u5e94\u7528\u53ef\u4ee5\u8bf4\u662f\u65e0\u53ef\u66ff\u4ee3\u7684\u3002\u5176\u4e30\u5bcc\u7684\u5e93\u548c\u5de5\u5177\u4f7f\u5f97\u6570\u636e\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u53d8\u5f97\u7b80\u5355\u800c\u9ad8\u6548\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u6570\u636e\u5904\u7406\u4e0e\u6e05\u6d17<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684Pandas\u5e93\u662f\u6570\u636e\u5904\u7406\u7684\u5229\u5668\u3002Pandas\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u7ed3\u6784\u548c\u6570\u636e\u64cd\u4f5c\u529f\u80fd\uff0c\u53ef\u4ee5\u8f7b\u677e\u5904\u7406\u7f3a\u5931\u503c\u3001\u91cd\u590d\u6570\u636e\u4ee5\u53ca\u6570\u636e\u683c\u5f0f\u8f6c\u6362\u7b49\u95ee\u9898\u3002\u901a\u8fc7Pandas\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u53ef\u4ee5\u5feb\u901f\u5730\u6e05\u6d17\u548c\u6574\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff0c\u4e3a\u540e\u7eed\u5206\u6790\u505a\u597d\u51c6\u5907\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u6570\u636e\u5206\u6790\u4e0e\u5efa\u6a21<\/strong><\/li>\n<\/ol>\n<p><p>\u5728\u6570\u636e\u5206\u6790\u9636\u6bb5\uff0cPython\u7684SciPy\u548cStatsmodels\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u7edf\u8ba1\u5206\u6790\u529f\u80fd\uff0c\u53ef\u4ee5\u8fdb\u884c\u5404\u79cd\u5047\u8bbe\u68c0\u9a8c\u3001\u56de\u5f52\u5206\u6790\u4ee5\u53ca\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3002\u6b64\u5916\uff0cPython\u7684Scikit-learn\u5e93\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u652f\u6301\uff0c\u5305\u62ec\u5206\u7c7b\u3001\u56de\u5f52\u3001\u805a\u7c7b\u548c\u964d\u7ef4\u7b49\uff0c\u5e2e\u52a9\u6570\u636e\u79d1\u5b66\u5bb6\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li><strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684Matplotlib\u548cSeaborn\u5e93\u662f\u6570\u636e\u53ef\u89c6\u5316\u7684\u4e3b\u529b\u519b\u3002\u901a\u8fc7\u8fd9\u4e9b\u5e93\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u53ef\u4ee5\u521b\u5efa\u5404\u79cd\u7c7b\u578b\u7684\u56fe\u8868\uff0c\u5982\u6298\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u3001\u6563\u70b9\u56fe\u548c\u70ed\u529b\u56fe\u7b49\uff0c\u5e2e\u52a9\u5206\u6790\u5e08\u548c\u51b3\u7b56\u8005\u66f4\u76f4\u89c2\u5730\u7406\u89e3\u6570\u636e\u5206\u6790\u7ed3\u679c\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u4e0e\u673a\u5668\u5b66\u4e60<\/p>\n<\/p>\n<p><p>Python\u5728\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u5e94\u7528\u540c\u6837\u5e7f\u6cdb\uff0c\u4e3b\u8981\u5f97\u76ca\u4e8e\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u6df1\u5ea6\u5b66\u4e60<\/strong><\/li>\n<\/ol>\n<p><p>TensorFlow\u548cPyTorch\u662fPython\u4e2d\u6700\u6d41\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\u8fd9\u4e9b\u6846\u67b6\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u652f\u6301\u6784\u5efa\u548c\u8bad\u7ec3\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u3002\u901a\u8fc7\u8fd9\u4e9b\u6846\u67b6\uff0c\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u56fe\u50cf\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u751f\u6210\u5bf9\u6297\u7f51\u7edc\u7b49\u524d\u6cbf\u6280\u672f\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u673a\u5668\u5b66\u4e60<\/strong><\/li>\n<\/ol>\n<p><p>Scikit-learn\u662fPython\u4e2d\u6700\u5e38\u7528\u7684\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u7b97\u6cd5\u548c\u5de5\u5177\uff0c\u652f\u6301\u4ece\u6570\u636e\u9884\u5904\u7406\u3001\u7279\u5f81\u5de5\u7a0b\u5230\u6a21\u578b\u8bad\u7ec3\u548c\u8bc4\u4f30\u7684\u6574\u4e2a\u6d41\u7a0b\u3002\u901a\u8fc7Scikit-learn\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u9884\u6d4b\u548c\u5206\u7c7b\u4efb\u52a1\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li><strong>\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684NLTK\u548cspaCy\u5e93\u4e13\u95e8\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6587\u672c\u5206\u6790\u5de5\u5177\u548c\u9884\u8bad\u7ec3\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u652f\u6301\u8bcd\u6027\u6807\u6ce8\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u3001\u60c5\u611f\u5206\u6790\u7b49\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001Web\u5f00\u53d1<\/p>\n<\/p>\n<p><p>Python\u5728Web\u5f00\u53d1\u9886\u57df\u4e5f\u6709\u7740\u91cd\u8981\u7684\u5730\u4f4d\uff0c\u7279\u522b\u662f\u5728\u540e\u7aef\u5f00\u53d1\u4e2d\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>Web\u6846\u67b6<\/strong><\/li>\n<\/ol>\n<p><p>Django\u548cFlask\u662fPython\u4e2d\u6700\u53d7\u6b22\u8fce\u7684Web\u6846\u67b6\u3002Django\u662f\u4e00\u4e2a\u5168\u529f\u80fd\u7684\u6846\u67b6\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5185\u7f6e\u529f\u80fd\uff0c\u5982\u7528\u6237\u8ba4\u8bc1\u3001\u6570\u636e\u5e93ORM\u548c\u6a21\u677f\u5f15\u64ce\uff0c\u9002\u5408\u5feb\u901f\u6784\u5efa\u590d\u6742\u7684Web\u5e94\u7528\u3002\u800cFlask\u5219\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u6846\u67b6\uff0c\u7075\u6d3b\u6027\u66f4\u9ad8\uff0c\u9002\u5408\u5c0f\u578b\u9879\u76ee\u548c\u5fae\u670d\u52a1\u67b6\u6784\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>API\u5f00\u53d1<\/strong><\/li>\n<\/ol>\n<p><p>Python\u901a\u8fc7Flask\u548cFastAPI\u7b49\u6846\u67b6\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0RESTful API\u5f00\u53d1\u3002\u8fd9\u4e9b\u6846\u67b6\u63d0\u4f9b\u4e86\u7b80\u6d01\u7684\u63a5\u53e3\u5b9a\u4e49\u65b9\u5f0f\u548c\u5f3a\u5927\u7684\u8bf7\u6c42\u5904\u7406\u529f\u80fd\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u6784\u5efa\u9ad8\u6027\u80fd\u7684API\u670d\u52a1\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li><strong>\u6a21\u677f\u6e32\u67d3<\/strong><\/li>\n<\/ol>\n<p><p>Jinja2\u662fPython\u4e2d\u5e38\u7528\u7684\u6a21\u677f\u5f15\u64ce\uff0c\u652f\u6301\u7075\u6d3b\u7684\u6a21\u677f\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u6a21\u677f\u7ee7\u627f\u529f\u80fd\u3002\u901a\u8fc7Jinja2\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u52a8\u6001HTML\u9875\u9762\u7684\u6e32\u67d3\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u81ea\u52a8\u5316\u4e0e\u811a\u672c\u7f16\u5199<\/p>\n<\/p>\n<p><p>Python\u56e0\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\uff0c\u6210\u4e3a\u81ea\u52a8\u5316\u548c\u811a\u672c\u7f16\u5199\u7684\u9996\u9009\u8bed\u8a00\u4e4b\u4e00\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u7cfb\u7edf\u81ea\u52a8\u5316<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684os\u548csubprocess\u6a21\u5757\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u7cfb\u7edf\u64cd\u4f5c\u529f\u80fd\uff0c\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u6587\u4ef6\u64cd\u4f5c\u3001\u8fdb\u7a0b\u7ba1\u7406\u548c\u547d\u4ee4\u6267\u884c\u7b49\u4efb\u52a1\u3002\u8fd9\u4f7f\u5f97Python\u6210\u4e3a\u7cfb\u7edf\u7ba1\u7406\u5458\u548c\u8fd0\u7ef4\u5de5\u7a0b\u5e08\u5b9e\u73b0\u81ea\u52a8\u5316\u4efb\u52a1\u7684\u5f97\u529b\u5de5\u5177\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>Web\u81ea\u52a8\u5316<\/strong><\/li>\n<\/ol>\n<p><p>Selenium\u548cBeautifulSoup\u662fPython\u4e2d\u5e38\u7528\u7684Web\u81ea\u52a8\u5316\u5de5\u5177\u3002\u901a\u8fc7Selenium\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u6a21\u62df\u7528\u6237\u64cd\u4f5c\uff0c\u5b9e\u73b0Web\u5e94\u7528\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u6570\u636e\u6293\u53d6\u3002\u800cBeautifulSoup\u5219\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684HTML\u89e3\u6790\u529f\u80fd\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u4ece\u7f51\u9875\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li><strong>\u6570\u636e\u6293\u53d6<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684requests\u5e93\u63d0\u4f9b\u4e86\u7b80\u5355\u800c\u5f3a\u5927\u7684HTTP\u8bf7\u6c42\u529f\u80fd\uff0c\u652f\u6301GET\u3001POST\u7b49\u5e38\u7528\u8bf7\u6c42\u65b9\u6cd5\u3002\u7ed3\u5408BeautifulSoup\u6216lxml\u5e93\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u7f51\u9875\u6570\u636e\u7684\u6293\u53d6\u548c\u89e3\u6790\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u79d1\u5b66\u8ba1\u7b97\u4e0e\u4eff\u771f<\/p>\n<\/p>\n<p><p>Python\u5728\u79d1\u5b66\u8ba1\u7b97\u548c\u4eff\u771f\u9886\u57df\u7684\u5e94\u7528\u540c\u6837\u5e7f\u6cdb\uff0c\u4e3b\u8981\u5f97\u76ca\u4e8e\u5176\u5f3a\u5927\u7684\u6570\u503c\u8ba1\u7b97\u5e93\u548c\u4eff\u771f\u5de5\u5177\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u6570\u503c\u8ba1\u7b97<\/strong><\/li>\n<\/ol>\n<p><p>NumPy\u662fPython\u4e2d\u6700\u91cd\u8981\u7684\u6570\u503c\u8ba1\u7b97\u5e93\uff0c\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u591a\u7ef4\u6570\u7ec4\u5bf9\u8c61\u548c\u4e30\u5bcc\u7684\u6570\u5b66\u51fd\u6570\uff0c\u652f\u6301\u77e9\u9635\u8fd0\u7b97\u3001\u5085\u91cc\u53f6\u53d8\u6362\u548c\u968f\u673a\u6570\u751f\u6210\u7b49\u529f\u80fd\u3002\u8fd9\u4f7f\u5f97NumPy\u6210\u4e3a\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u7684\u57fa\u7840\u5de5\u5177\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u79d1\u5b66\u8ba1\u7b97<\/strong><\/li>\n<\/ol>\n<p><p>SciPy\u662fPython\u4e2d\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u7684\u6269\u5c55\u5e93\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u503c\u7b97\u6cd5\u548c\u7edf\u8ba1\u5de5\u5177\uff0c\u652f\u6301\u79ef\u5206\u3001\u4f18\u5316\u3001\u63d2\u503c\u548c\u4fe1\u53f7\u5904\u7406\u7b49\u4efb\u52a1\u3002\u901a\u8fc7SciPy\uff0c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u590d\u6742\u7684\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u5b66\u5efa\u6a21\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li><strong>\u4eff\u771f\u4e0e\u5efa\u6a21<\/strong><\/li>\n<\/ol>\n<p><p>SimPy\u662fPython\u4e2d\u7528\u4e8e\u79bb\u6563\u4e8b\u4ef6\u4eff\u771f\u7684\u5e93\uff0c\u652f\u6301\u79bb\u6563\u4e8b\u4ef6\u7cfb\u7edf\u7684\u5efa\u6a21\u548c\u4eff\u771f\u3002\u901a\u8fc7SimPy\uff0c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u6a21\u62df\u548c\u5206\u6790\u590d\u6742\u7684\u7cfb\u7edf\u884c\u4e3a\uff0c\u5982\u4ea4\u901a\u6d41\u91cf\u3001\u751f\u4ea7\u6d41\u7a0b\u548c\u7f51\u7edc\u901a\u4fe1\u7b49\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7684\u6765\u8bf4\uff0cPython\u56e0\u5176\u7b80\u6d01\u6613\u5b66\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\uff0c\u5728\u591a\u4e2a\u9886\u57df\u7684\u5e94\u7528\u4e2d\u5c55\u73b0\u51fa\u4e86\u5f3a\u5927\u7684\u751f\u547d\u529b\u3002\u65e0\u8bba\u662f\u6570\u636e\u79d1\u5b66\u3001\u673a\u5668\u5b66\u4e60\u3001Web\u5f00\u53d1\u8fd8\u662f\u81ea\u52a8\u5316\u548c\u79d1\u5b66\u8ba1\u7b97\uff0cPython\u90fd\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u8d44\u6e90\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u7814\u7a76\u4eba\u5458\u9ad8\u6548\u5730\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>Python\u5728\u6570\u636e\u5206\u6790\u9886\u57df\u7684\u5e94\u7528\u6709\u54ea\u4e9b\uff1f<\/strong><br \/>Python\u56e0\u5176\u5f3a\u5927\u7684\u5e93\u548c\u5de5\u5177\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6570\u636e\u5206\u6790\u3002\u5e38\u7528\u7684\u5e93\u5982Pandas\u3001NumPy\u548cMatplotlib\uff0c\u4f7f\u5f97\u6570\u636e\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u53d8\u5f97\u7b80\u5355\u9ad8\u6548\u3002\u901a\u8fc7\u8fd9\u4e9b\u5de5\u5177\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u6e05\u6d17\u6570\u636e\u3001\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u4ee5\u53ca\u521b\u5efa\u53ef\u89c6\u5316\u56fe\u8868\uff0c\u5e2e\u52a9\u4f01\u4e1a\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002<\/p>\n<p><strong>Python\u5728\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u4e2d\u53d1\u6325\u4e86\u4ec0\u4e48\u4f5c\u7528\uff1f<\/strong><br \/>Python\u662f\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u9996\u9009\u8bed\u8a00\uff0c\u56e0\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u4e30\u5bcc\u7684\u5e93\u652f\u6301\u3002TensorFlow\u3001Keras\u548cScikit-Learn\u7b49\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u4f7f\u5f97\u5f00\u53d1\u548c\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53d8\u5f97\u66f4\u52a0\u4fbf\u6377\u3002Python\u7684\u793e\u533a\u4e5f\u5728\u4e0d\u65ad\u63a8\u52a8\u6280\u672f\u8fdb\u6b65\uff0c\u4fc3\u8fdb\u4e86\u8fd9\u65b9\u9762\u7684\u5feb\u901f\u53d1\u5c55\u3002<\/p>\n<p><strong>\u5982\u4f55\u901a\u8fc7Python\u8fdb\u884cWeb\u5f00\u53d1\uff1f<\/strong><br \/>Python\u5728Web\u5f00\u53d1\u65b9\u9762\u4e5f\u6709\u5e7f\u6cdb\u5e94\u7528\uff0c\u7279\u522b\u662f\u901a\u8fc7\u6846\u67b6\u5982Django\u548cFlask\uff0c\u4f7f\u5f97\u6784\u5efa\u590d\u6742\u7684Web\u5e94\u7528\u53d8\u5f97\u7b80\u5355\u9ad8\u6548\u3002\u8fd9\u4e9b\u6846\u67b6\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u548c\u7075\u6d3b\u6027\uff0c\u652f\u6301\u5feb\u901f\u5f00\u53d1\u548c\u9ad8\u6548\u7684\u4ee3\u7801\u7ba1\u7406\u3002\u6b64\u5916\uff0cPython\u7684\u53ef\u6269\u5c55\u6027\u548c\u517c\u5bb9\u6027\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u8f7b\u677e\u96c6\u6210\u5176\u4ed6\u6280\u672f\u548c\u670d\u52a1\uff0c\u6ee1\u8db3\u4e0d\u540c\u9700\u6c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5728\u73b0\u4ee3\u7f16\u7a0b\u4e2d\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u4e3b\u8981\u5305\u62ec\uff1a\u6570\u636e\u79d1\u5b66\u4e0e\u5206\u6790\u3001\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60\u3001Web\u5f00\u53d1\u3001\u81ea\u52a8\u5316\u4e0e\u811a\u672c [&hellip;]","protected":false},"author":3,"featured_media":1001551,"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\/1001545"}],"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=1001545"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1001545\/revisions"}],"predecessor-version":[{"id":1001554,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1001545\/revisions\/1001554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1001551"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1001545"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1001545"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1001545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}