{"id":927255,"date":"2024-12-26T16:03:52","date_gmt":"2024-12-26T08:03:52","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/927255.html"},"modified":"2024-12-26T16:03:55","modified_gmt":"2024-12-26T08:03:55","slug":"python%e5%88%b0%e5%ba%95%e5%a6%82%e4%bd%95","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/927255.html","title":{"rendered":"python\u5230\u5e95\u5982\u4f55"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25063459\/c2574c5d-34c0-424f-aa30-e0d73d568941.webp\" alt=\"python\u5230\u5e95\u5982\u4f55\" \/><\/p>\n<p><p> <strong>Python\u4ee5\u5176\u7b80\u6d01\u6613\u8bfb\u7684\u8bed\u6cd5\u3001\u5e7f\u6cdb\u7684\u5e94\u7528\u8303\u56f4\u3001\u5f3a\u5927\u7684\u793e\u533a\u652f\u6301\u3001\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\u3001\u8de8\u5e73\u53f0\u517c\u5bb9\u6027\u3001\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u7b49\u7279\u70b9\uff0c\u6210\u4e3a\u4e86\u7f16\u7a0b\u9886\u57df\u7684\u70ed\u95e8\u9009\u62e9\u3002<\/strong> \u5176\u4e2d\uff0cPython\u7684\u7b80\u6d01\u8bed\u6cd5\u6781\u5927\u5730\u964d\u4f4e\u4e86\u5b66\u4e60\u96be\u5ea6\uff0c\u4f7f\u5f97\u65b0\u624b\u80fd\u591f\u5feb\u901f\u4e0a\u624b\uff0c\u800c\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\u5219\u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u652f\u6301\u3002\u5728\u6570\u636e\u79d1\u5b66\u9886\u57df\uff0cPython\u51ed\u501f\u5176\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u80fd\u529b\uff0c\u6210\u4e3a\u4e86\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u9996\u9009\u8bed\u8a00\u3002<\/p>\n<\/p>\n<p><p>Python\u7684\u7b80\u6d01\u6613\u8bfb\u6027\u662f\u5176\u4e00\u4e2a\u663e\u8457\u7279\u70b9\uff0c\u8fd9\u4f7f\u5f97\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u4ee5\u66f4\u5feb\u7684\u901f\u5ea6\u8fdb\u884c\u7f16\u7a0b\u548c\u8c03\u8bd5\u3002Python\u7684\u8bed\u6cd5\u7ed3\u6784\u63a5\u8fd1\u4e8e\u4eba\u7c7b\u81ea\u7136\u8bed\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u65b0\u624b\u53ef\u4ee5\u5728\u77ed\u65f6\u95f4\u5185\u638c\u63e1\u57fa\u7840\u77e5\u8bc6\uff0c\u5e76\u5feb\u901f\u4e0a\u624b\u7f16\u5199\u4ee3\u7801\u3002\u6b64\u5916\uff0cPython\u62e5\u6709\u5e7f\u6cdb\u7684\u6807\u51c6\u5e93\u548c\u7b2c\u4e09\u65b9\u5e93\uff0c\u8fd9\u4f7f\u5f97\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u590d\u6742\u7684\u529f\u80fd\u3002\u65e0\u8bba\u662fWeb\u5f00\u53d1\u3001\u6570\u636e\u5206\u6790\u3001<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u8fd8\u662f\u81ea\u52a8\u5316\u811a\u672c\uff0cPython\u90fd\u6709\u6210\u719f\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001PYTHON\u7684\u7b80\u6d01\u6613\u8bfb\u6027<\/h3>\n<\/p>\n<p><p>Python\u56e0\u5176\u7b80\u6d01\u6613\u8bfb\u7684\u8bed\u6cd5\u800c\u8457\u79f0\uff0c\u8fd9\u4f7f\u5f97\u5b83\u6210\u4e3a\u521d\u5b66\u8005\u7684\u7406\u60f3\u9009\u62e9\uff0c\u540c\u65f6\u4e5f\u53d7\u5230\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5f00\u53d1\u8005\u7684\u9752\u7750\u3002Python\u7684\u4ee3\u7801\u7ed3\u6784\u6e05\u6670\uff0c\u4e0d\u9700\u8981\u4f7f\u7528\u5927\u91cf\u7684\u7b26\u53f7\u548c\u5173\u952e\u5b57\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u8bed\u6cd5\u7b80\u5355\u6613\u5b66<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684\u8bed\u6cd5\u8bbe\u8ba1\u975e\u5e38\u76f4\u89c2\uff0c\u63a5\u8fd1\u4e8e\u81ea\u7136\u8bed\u8a00\u3002\u8fd9\u79cd\u8bbe\u8ba1\u7406\u5ff5\u4f7f\u5f97\u7f16\u7a0b\u66f4\u52a0\u7b80\u5355\uff0c\u964d\u4f4e\u4e86\u5b66\u4e60\u66f2\u7ebf\u3002\u4e0e\u5176\u4ed6\u7f16\u7a0b\u8bed\u8a00\u76f8\u6bd4\uff0cPython\u4e0d\u9700\u8981\u4f7f\u7528\u5927\u62ec\u53f7\uff0c\u800c\u662f\u901a\u8fc7\u7f29\u8fdb\u6765\u5b9a\u4e49\u4ee3\u7801\u5757\uff0c\u8fd9\u4e0d\u4ec5\u51cf\u5c11\u4e86\u4ee3\u7801\u91cf\uff0c\u4e5f\u63d0\u9ad8\u4e86\u4ee3\u7801\u7684\u6574\u6d01\u6027\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u5feb\u901f\u5f00\u53d1\u548c\u8c03\u8bd5<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684\u7b80\u6d01\u6027\u4f7f\u5f97\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u66f4\u5feb\u5730\u7f16\u5199\u548c\u8c03\u8bd5\u4ee3\u7801\u3002\u7531\u4e8e\u4ee3\u7801\u91cf\u8f83\u5c11\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u66f4\u5bb9\u6613\u5730\u7406\u89e3\u548c\u4fee\u6539\u4ee3\u7801\u3002\u8fd9\u5728\u5f00\u53d1\u5927\u578b\u9879\u76ee\u65f6\u5c24\u4e3a\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u5f00\u53d1\u65f6\u95f4\u548c\u6210\u672c\u3002\u6b64\u5916\uff0cPython\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u8c03\u8bd5\u5de5\u5177\uff0c\u5982PDB\uff08Python Debugger\uff09\uff0c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5feb\u901f\u5b9a\u4f4d\u548c\u4fee\u590d\u9519\u8bef\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001PYTHON\u7684\u5e7f\u6cdb\u5e94\u7528\u8303\u56f4<\/h3>\n<\/p>\n<p><p>Python\u7684\u5e94\u7528\u8303\u56f4\u975e\u5e38\u5e7f\u6cdb\uff0c\u4eceWeb\u5f00\u53d1\u5230\u6570\u636e\u79d1\u5b66\uff0c\u518d\u5230\u4eba\u5de5\u667a\u80fd\u548c\u81ea\u52a8\u5316\u811a\u672c\uff0cPython\u65e0\u5904\u4e0d\u5728\u3002\u5176\u591a\u529f\u80fd\u6027\u4f7f\u5f97\u5b83\u5728\u591a\u4e2a\u9886\u57df\u4e2d\u5360\u636e\u4e86\u91cd\u8981\u5730\u4f4d\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>Web\u5f00\u53d1<\/strong><\/li>\n<\/ol>\n<p><p>Python\u5728Web\u5f00\u53d1\u9886\u57df\u8868\u73b0\u51fa\u8272\uff0c\u7279\u522b\u662f\u501f\u52a9Django\u548cFlask\u7b49\u6d41\u884c\u7684Web\u6846\u67b6\u3002\u8fd9\u4e9b\u6846\u67b6\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u548c\u5de5\u5177\uff0c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5feb\u901f\u6784\u5efa\u9ad8\u6548\u3001\u5b89\u5168\u7684Web\u5e94\u7528\u3002Django\u662f\u4e00\u4e2a\u529f\u80fd\u5168\u9762\u7684\u6846\u67b6\uff0c\u9002\u5408\u5f00\u53d1\u590d\u6742\u7684\u5927\u578b\u5e94\u7528\uff0c\u800cFlask\u5219\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u6846\u67b6\uff0c\u66f4\u9002\u5408\u5c0f\u578b\u5e94\u7528\u6216\u539f\u578b\u5f00\u53d1\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u6570\u636e\u79d1\u5b66\u4e0e<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a><\/strong><\/li>\n<\/ol>\n<p><p>Python\u5728\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u5e94\u7528\u5df2\u7ecf\u6210\u4e3a\u884c\u4e1a\u6807\u51c6\u3002\u5f97\u76ca\u4e8eNumPy\u3001Pandas\u3001Scikit-learn\u3001TensorFlow\u7b49\u5f3a\u5927\u7684\u5e93\uff0cPython\u53ef\u4ee5\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u3002\u8fd9\u4e9b\u5de5\u5177\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u3001\u4e30\u5bcc\u7684\u7b97\u6cd5\u5b9e\u73b0\u548c\u6613\u4e8e\u4f7f\u7528\u7684\u63a5\u53e3\uff0c\u4f7f\u5f97Python\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u7684\u9996\u9009\u8bed\u8a00\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001PYTHON\u7684\u793e\u533a\u652f\u6301\u548c\u751f\u6001\u7cfb\u7edf<\/h3>\n<\/p>\n<p><p>Python\u62e5\u6709\u4e00\u4e2a\u5e9e\u5927\u800c\u6d3b\u8dc3\u7684\u793e\u533a\uff0c\u8fd9\u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u6781\u5927\u7684\u652f\u6301\u548c\u8d44\u6e90\u3002\u5f3a\u5927\u7684\u793e\u533a\u652f\u6301\u662fPython\u5feb\u901f\u53d1\u5c55\u7684\u91cd\u8981\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u4e30\u5bcc\u7684\u5e93\u548c\u6a21\u5757<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684\u793e\u533a\u8d21\u732e\u4e86\u5927\u91cf\u7684\u5f00\u6e90\u5e93\u548c\u6a21\u5757\uff0c\u8986\u76d6\u4e86\u5404\u4e2a\u9886\u57df\u7684\u5e94\u7528\u9700\u6c42\u3002\u65e0\u8bba\u662f\u79d1\u5b66\u8ba1\u7b97\u3001Web\u5f00\u53d1\u3001\u7f51\u7edc\u722c\u866b\u8fd8\u662f\u56fe\u50cf\u5904\u7406\uff0cPython\u90fd\u6709\u76f8\u5e94\u7684\u5f00\u6e90\u5e93\u53ef\u4ee5\u4f7f\u7528\u3002\u8fd9\u4e9b\u5e93\u5927\u5927\u7b80\u5316\u4e86\u5f00\u53d1\u8fc7\u7a0b\uff0c\u4f7f\u5f97\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u903b\u8f91\u800c\u4e0d\u662f\u5e95\u5c42\u5b9e\u73b0\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u6d3b\u8dc3\u7684\u5f00\u53d1\u8005\u793e\u533a<\/strong><\/li>\n<\/ol>\n<p><p>Python\u7684\u5f00\u53d1\u8005\u793e\u533a\u975e\u5e38\u6d3b\u8dc3\uff0c\u5168\u7403\u6709\u6570\u767e\u4e07\u7684\u5f00\u53d1\u8005\u5728\u4f7f\u7528Python\u3002\u8fd9\u4e9b\u5f00\u53d1\u8005\u901a\u8fc7\u8bba\u575b\u3001\u535a\u5ba2\u3001\u793e\u4ea4\u5a92\u4f53\u7b49\u6e20\u9053\u5206\u4eab\u7ecf\u9a8c\u3001\u53d1\u5e03\u6559\u7a0b\u3001\u89e3\u7b54\u95ee\u9898\uff0c\u4e3a\u65b0\u624b\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5b66\u4e60\u8d44\u6e90\u3002\u6b64\u5916\uff0cPython\u7684\u5b98\u65b9\u6587\u6863\u8be6\u7ec6\u4e14\u6613\u4e8e\u7406\u89e3\uff0c\u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u6743\u5a01\u7684\u53c2\u8003\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001PYTHON\u7684\u5e93\u548c\u6846\u67b6<\/h3>\n<\/p>\n<p><p>Python\u62e5\u6709\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\uff0c\u8fd9\u4f7f\u5f97\u5b83\u5728\u591a\u4e2a\u9886\u57df\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u901a\u8fc7\u8fd9\u4e9b\u5e93\u548c\u6846\u67b6\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5feb\u901f\u5b9e\u73b0\u590d\u6742\u7684\u529f\u80fd\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790<\/strong><\/li>\n<\/ol>\n<p><p>Python\u5728\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u9886\u57df\u7684\u5e94\u7528\u975e\u5e38\u5e7f\u6cdb\u3002NumPy\u548cPandas\u662f\u4e24\u4e2a\u6700\u5e38\u7528\u7684\u5e93\uff0c\u524d\u8005\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u7ec4\u548c\u77e9\u9635\u5904\u7406\u80fd\u529b\uff0c\u800c\u540e\u8005\u5219\u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5de5\u5177\u3002\u6b64\u5916\uff0cSciPy\u548cMatplotlib\u7b49\u5e93\u4e3a\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u53ef\u89c6\u5316\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u9009\u62e9\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60<\/strong><\/li>\n<\/ol>\n<p><p>Python\u5728\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7684\u4f18\u52bf\u975e\u5e38\u660e\u663e\u3002Scikit-learn\u662f\u4e00\u4e2a\u529f\u80fd\u5168\u9762\u7684\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u652f\u6301\u591a\u79cd\u7b97\u6cd5\u548c\u6a21\u578b\u9009\u62e9\u3002TensorFlow\u548cPyTorch\u662f\u4e24\u5927\u4e3b\u6d41\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u524d\u8005\u7531Google\u5f00\u53d1\uff0c\u540e\u8005\u7531Facebook\u652f\u6301\u3002\u4e24\u8005\u90fd\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u548c\u63a5\u53e3\uff0c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u6784\u5efa\u548c\u8bad\u7ec3\u590d\u6742\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001PYTHON\u7684\u8de8\u5e73\u53f0\u517c\u5bb9\u6027<\/h3>\n<\/p>\n<p><p>Python\u4f5c\u4e3a\u4e00\u79cd\u89e3\u91ca\u578b\u8bed\u8a00\uff0c\u5177\u6709\u826f\u597d\u7684\u8de8\u5e73\u53f0\u517c\u5bb9\u6027\u3002\u8fd9\u610f\u5473\u7740Python\u4ee3\u7801\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fd0\u884c\uff0c\u800c\u65e0\u9700\u8fdb\u884c\u4fee\u6539\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u591a\u5e73\u53f0\u652f\u6301<\/strong><\/li>\n<\/ol>\n<p><p>Python\u652f\u6301Windows\u3001macOS\u548cLinux\u7b49\u4e3b\u6d41\u64cd\u4f5c\u7cfb\u7edf\uff0c\u8fd9\u4f7f\u5f97\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u8fdb\u884c\u5f00\u53d1\u548c\u6d4b\u8bd5\u3002\u6b64\u5916\uff0cPython\u8fd8\u652f\u6301\u591a\u79cd\u5d4c\u5165\u5f0f\u5e73\u53f0\u548c\u79fb\u52a8\u5e73\u53f0\uff0c\u5982Raspberry Pi\u548ciOS\/Android\u3002\u8fd9\u79cd\u591a\u5e73\u53f0\u652f\u6301\u4f7f\u5f97Python\u5728\u7269\u8054\u7f51\u548c\u79fb\u52a8\u5e94\u7528\u5f00\u53d1\u4e2d\u4e5f\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002<\/p>\n<\/p>\n<ol 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