{"id":922100,"date":"2024-12-26T14:25:37","date_gmt":"2024-12-26T06:25:37","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/922100.html"},"modified":"2024-12-26T14:25:40","modified_gmt":"2024-12-26T06:25:40","slug":"python%e5%a6%82%e4%bd%95%e5%ba%94%e7%94%a8","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/922100.html","title":{"rendered":"python\u5982\u4f55\u5e94\u7528"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24210736\/a52f3c62-f262-4137-8b94-b9b23b6a9452.webp\" alt=\"python\u5982\u4f55\u5e94\u7528\" \/><\/p>\n<p><p> <strong>Python\u5728\u591a\u4e2a\u9886\u57df\u4e2d\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u5305\u62ec\u6570\u636e\u5206\u6790\u3001<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u3001Web\u5f00\u53d1\u3001\u81ea\u52a8\u5316\u811a\u672c\u7f16\u5199\u3001\u79d1\u5b66\u8ba1\u7b97\u548c\u7f51\u7edc\u722c\u866b\u7b49\u3002\u5176\u7b80\u5355\u6613\u5b66\u7684\u8bed\u6cd5\u3001\u4e30\u5bcc\u7684\u5e93\u652f\u6301\u3001\u8de8\u5e73\u53f0\u517c\u5bb9\u6027\u548c\u6d3b\u8dc3\u7684\u793e\u533a\u662fPython\u6210\u4e3a\u591a\u7528\u9014\u7f16\u7a0b\u8bed\u8a00\u7684\u5173\u952e\u56e0\u7d20\u3002<\/strong>\u5c24\u5176\u662f\u5728\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\uff0cPython\u7684\u5f3a\u5927\u5e93\u5982Pandas\u3001NumPy\u3001Scikit-learn\u548cTensorFlow\u7b49\u4e3a\u6570\u636e\u5904\u7406\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u6784\u5efa\u63d0\u4f9b\u4e86\u6781\u5927\u7684\u4fbf\u5229\u3002Python\u7684\u7075\u6d3b\u6027\u548c\u591a\u529f\u80fd\u6027\u4f7f\u5176\u5728\u5404\u79cd\u9879\u76ee\u4e2d\u90fd\u80fd\u627e\u5230\u5408\u9002\u7684\u5e94\u7528\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/p>\n<\/p>\n<p><p>Python\u5728\u6570\u636e\u5206\u6790\u9886\u57df\u7684\u6210\u529f\uff0c\u4e3b\u8981\u5f97\u76ca\u4e8e\u5176\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u53ef\u89c6\u5316\u5e93\u3002Pandas\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u6570\u636e\u5e27\uff08DataFrame\uff09\u5bf9\u8c61\u548c\u4e30\u5bcc\u7684\u64cd\u4f5c\u65b9\u6cd5\uff0c\u4f7f\u5f97\u6570\u636e\u6e05\u6d17\u3001\u64cd\u4f5c\u548c\u5206\u6790\u53d8\u5f97\u7b80\u5355\u800c\u9ad8\u6548\u3002NumPy\u662f\u53e6\u4e00\u4e2a\u91cd\u8981\u7684\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u591a\u7ef4\u6570\u7ec4\u5bf9\u8c61\uff0c\u5e76\u652f\u6301\u5404\u79cd\u6570\u5b66\u8fd0\u7b97\u3002<\/p>\n<\/p>\n<p><p>\u6570\u636e\u53ef\u89c6\u5316\u662f\u6570\u636e\u5206\u6790\u7684\u5173\u952e\u90e8\u5206\u3002Python\u63d0\u4f9b\u4e86\u591a\u79cd\u5de5\u5177\uff0c\u5982Matplotlib\u548cSeaborn\uff0c\u7528\u4e8e\u521b\u5efa\u5404\u79cd\u7c7b\u578b\u7684\u56fe\u8868\u548c\u53ef\u89c6\u5316\u3002Matplotlib\u662f\u4e00\u4e2a\u57fa\u7840\u7684\u7ed8\u56fe\u5e93\uff0c\u53ef\u4ee5\u7ed8\u5236\u6563\u70b9\u56fe\u3001\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u7b49\u57fa\u672c\u56fe\u5f62\u3002Seaborn\u662f\u57fa\u4e8eMatplotlib\u7684\u9ad8\u7ea7\u5e93\uff0c\u63d0\u4f9b\u4e86\u66f4\u7b80\u6d01\u7684\u63a5\u53e3\u548c\u66f4\u9ad8\u7ea7\u7684\u56fe\u5f62\u529f\u80fd\uff0c\u5c24\u5176\u9002\u5408\u7edf\u8ba1\u6570\u636e\u7684\u53ef\u89c6\u5316\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u673a\u5668\u5b66\u4e60\u4e0e<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a><\/p>\n<\/p>\n<p><p>Python\u5728\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u5e94\u7528\u975e\u5e38\u5e7f\u6cdb\u3002\u8fd9\u5f97\u76ca\u4e8e\u5176\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u5982Scikit-learn\u3001TensorFlow\u3001Keras\u548cPyTorch\u7b49\u3002Scikit-learn\u662f\u4e00\u4e2a\u7b80\u5355\u4e14\u9ad8\u6548\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u6570\u636e\u6316\u6398\u548c\u6570\u636e\u5206\u6790\uff0c\u9002\u5408\u4e8e\u6784\u5efa\u548c\u8bc4\u4f30\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5305\u62ec\u5206\u7c7b\u3001\u56de\u5f52\u3001\u805a\u7c7b\u7b49\u3002<\/p>\n<\/p>\n<p><p>TensorFlow\u548cPyTorch\u5219\u662f\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7684\u4e24\u5927\u5de8\u5934\u3002TensorFlow\u7531Google\u5f00\u53d1\uff0c\u652f\u6301\u5927\u89c4\u6a21\u7684\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\uff0c\u5177\u6709\u826f\u597d\u7684\u53ef\u6269\u5c55\u6027\u548c\u591a\u5e73\u53f0\u652f\u6301\u3002PyTorch\u7531Facebook\u5f00\u53d1\uff0c\u56e0\u5176\u52a8\u6001\u8ba1\u7b97\u56fe\u548c\u6613\u4e8e\u8c03\u8bd5\u800c\u53d7\u5230\u7814\u7a76\u4eba\u5458\u7684\u9752\u7750\u3002Keras\u662f\u4e00\u4e2a\u9ad8\u7ea7\u795e\u7ecf\u7f51\u7edcAPI\uff0c\u80fd\u591f\u5728TensorFlow\u3001Theano\u548cCNTK\u4e0a\u8fd0\u884c\uff0c\u7b80\u5316\u4e86\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u6784\u5efa\u548c\u8bad\u7ec3\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001Web\u5f00\u53d1<\/p>\n<\/p>\n<p><p>Python\u5728Web\u5f00\u53d1\u65b9\u9762\u4e5f\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u5c24\u5176\u662f\u901a\u8fc7\u5176\u4e24\u4e2a\u6d41\u884c\u7684Web\u6846\u67b6\uff1aDjango\u548cFlask\u3002Django\u662f\u4e00\u4e2a\u5168\u529f\u80fd\u7684Web\u6846\u67b6\uff0c\u63d0\u4f9b\u4e86\u5f00\u53d1Web\u5e94\u7528\u6240\u9700\u7684\u6240\u6709\u7ec4\u4ef6\uff0c\u5982ORM\u3001\u6a21\u677f\u5f15\u64ce\u3001\u8ba4\u8bc1\u7cfb\u7edf\u7b49\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u6784\u5efa\u590d\u6742\u7684Web\u5e94\u7528\u3002Django\u9075\u5faa&quot;\u4e0d\u8981\u91cd\u590d\u81ea\u5df1&quot;\uff08DRY\uff09\u7684\u539f\u5219\uff0c\u5f3a\u8c03\u4ee3\u7801\u7684\u53ef\u91cd\u7528\u6027\u3002<\/p>\n<\/p>\n<p><p>Flask\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684Web\u6846\u67b6\uff0c\u7075\u6d3b\u6027\u66f4\u9ad8\uff0c\u9002\u5408\u4e8e\u6784\u5efa\u5c0f\u578b\u5e94\u7528\u6216\u5fae\u670d\u52a1\u3002\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u81ea\u7531\u9009\u62e9\u6240\u9700\u7684\u7ec4\u4ef6\uff0c\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u63a7\u5236\u6743\u3002Flask\u7684\u7b80\u6d01\u6027\u548c\u53ef\u6269\u5c55\u6027\u4f7f\u5176\u6210\u4e3a\u5feb\u901f\u539f\u578b\u5f00\u53d1\u7684\u7406\u60f3\u9009\u62e9\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u81ea\u52a8\u5316\u811a\u672c\u4e0e\u7cfb\u7edf\u7ba1\u7406<\/p>\n<\/p>\n<p><p>Python\u56e0\u5176\u6613\u4e8e\u7f16\u5199\u548c\u5f3a\u5927\u7684\u6807\u51c6\u5e93\uff0c\u5e7f\u6cdb\u7528\u4e8e\u7f16\u5199\u81ea\u52a8\u5316\u811a\u672c\u548c\u7cfb\u7edf\u7ba1\u7406\u4efb\u52a1\u3002\u5b83\u80fd\u591f\u5904\u7406\u6587\u4ef6\u64cd\u4f5c\u3001\u7f51\u7edc\u901a\u4fe1\u3001\u8fdb\u7a0b\u7ba1\u7406\u7b49\u591a\u79cd\u7cfb\u7edf\u4efb\u52a1\u3002\u5728<a href=\"https:\/\/docs.pingcode.com\/blog\/devops\/20813.html\" 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