{"id":70611,"date":"2024-01-31T16:12:46","date_gmt":"2024-01-31T08:12:46","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=70611"},"modified":"2024-01-31T16:12:46","modified_gmt":"2024-01-31T08:12:46","slug":"python-%e7%bc%96%e7%a8%8b%e5%9c%a8%e5%93%aa%e4%ba%9b%e9%a2%86%e5%9f%9f%e4%b8%ad%e8%a2%ab%e5%b9%bf%e6%b3%9b%e5%ba%94%e7%94%a8","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/70611.html","title":{"rendered":"Python \u7f16\u7a0b\u5728\u54ea\u4e9b\u9886\u57df\u4e2d\u88ab\u5e7f\u6cdb\u5e94\u7528"},"content":{"rendered":"<p>\u6807\u9898\uff1aPython \u7f16\u7a0b\u5728\u54ea\u4e9b\u9886\u57df\u4e2d\u88ab\u5e7f\u6cdb\u5e94\u7528<\/p>\n<p>Python 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target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u30014\u3001\u81ea\u52a8\u5316\u53ca\u811a\u672c\u7f16\u5199\u30015\u3001\u91d1\u878d\u548c\u4ea4\u6613\u30016\u3001\u6e38\u620f\u5f00\u53d1\u30017\u3001\u6559\u80b2\u548c\u79d1\u7814\u30018\u3001\u7cfb\u7edf\u8fd0\u7ef4\u548c\u7f51\u7edc\u5b89\u5168<\/strong>\u3002\u8be5\u8bed\u8a00\u7279\u522b\u5728\u6570\u636e\u79d1\u5b66\u9886\u57df\u5c55\u73b0\u51fa\u529b\u91cf\uff0c\u63d0\u4f9b\u4e86\u5982NumPy\u3001Pandas\u3001Matplotlib\u7b49\u5de5\u5177\uff0c\u4f7f\u5f97\u5bf9\u5927\u578b\u6570\u636e\u96c6\u8fdb\u884c\u5904\u7406\u3001\u5206\u6790\u53d8\u5f97\u9ad8\u6548\u3001\u7b80\u4fbf\u3002<\/p>\n<p>\u6587\u7ae0\u5185\u5bb9<\/p>\n<h2><strong>\u4e00\u3001\u7f51\u7edc\u5f00\u53d1<\/strong><\/h2>\n<p>Python 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<strong>TensorFlow\u3001Keras<\/strong> \u548c <strong>Scikit-learn<\/strong> 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\u548c <strong>PyAlgoTrade<\/strong> \u8fd9\u4e9b\u4e13\u4e1a\u5e93\u4f7f\u5f97\u91d1\u878d\u5206\u6790\u548c\u7b56\u7565\u5f00\u53d1\u66f4\u52a0\u9ad8\u6548\u3002Python\u7684\u7b80\u6d01\u6027\u4e5f\u65b9\u4fbf\u4e86\u5bf9\u91d1\u878d\u6a21\u578b\u53ca\u5927\u89c4\u6a21\u8ba1\u7b97\u7684\u5feb\u901f\u539f\u578b\u8bbe\u8ba1\u3002<\/p>\n<h2><strong>\u516d\u3001\u6e38\u620f\u5f00\u53d1<\/strong><\/h2>\n<p>\u867d\u7136Python\u5728\u6e38\u620f\u5f00\u53d1\u65b9\u9762\u4e0d\u5982C++\u6216C#\u90a3\u6837\u6d41\u884c\uff0c\u4f46\u5b83\u4f9d\u65e7\u5728\u67d0\u4e9b\u7c7b\u578b\u7684\u6e38\u620f\u5f00\u53d1\u4e2d\u4f7f\u7528\u3002pygame\u5e93\u662f\u4e00\u4e2a\u6d41\u884c\u7684\u9009\u62e9\uff0c\u5b83\u63d0\u4f9b\u4e86\u521b\u5efa\u6e38\u620f\u6240\u9700\u7684\u529f\u80fd\u548c\u63a5\u53e3\uff0c\u5e76\u9002\u7528\u4e8e\u539f\u578b\u5f00\u53d1\u548c\u6559\u80b2\u3002<\/p>\n<h2><strong>\u4e03\u3001\u6559\u80b2\u548c\u79d1\u7814<\/strong><\/h2>\n<p>\u7531\u4e8ePython\u7684\u8bed\u6cd5\u7b80\u5355\uff0c\u6613\u4e8e\u5b66\u4e60\uff0c\u5b83\u6210\u4e3a\u521d\u5b66\u8005\u5b66\u4e60\u7f16\u7a0b\u7684\u9996\u9009\u8bed\u8a00\uff0c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5b66\u672f\u754c\u548c\u6559\u80b2\u9886\u57df\u3002\u540c\u65f6\uff0c\u5b83\u5728\u79d1\u7814\u4e2d\u7684\u5e94\u7528\uff0c\u5c24\u5176\u662f\u5728\u7269\u7406\u3001\u751f\u7269\u548c\u5fc3\u7406\u5b66\u5b9e\u9a8c\u8bbe\u8ba1\u4e2d\u4e0d\u53ef\u66ff\u4ee3\u3002<\/p>\n<h2><strong>\u516b\u3001\u7cfb\u7edf\u8fd0\u7ef4\u548c\u7f51\u7edc\u5b89\u5168<\/strong><\/h2>\n<p>Python\u4e5f\u662f\u7cfb\u7edf\u7ba1\u7406\u5458\u548c\u7f51\u7edc\u5b89\u5168\u4e13\u5bb6\u7684\u6709\u529b\u5de5\u5177\u3002\u5b83\u7684\u811a\u672c\u88ab\u7528\u4e8e\u670d\u52a1\u914d\u7f6e\u3001\u65e5\u5fd7\u5206\u6790\u548c\u7f51\u7edc\u6d41\u91cf\u76d1\u63a7\u3002\u5b89\u5168\u793e\u533a\u5185\uff0cPython\u7528\u4e8e\u6f0f\u6d1e\u68c0\u6d4b\u3001\u6e17\u900f\u6d4b\u8bd5\u548c\u5b89\u5168\u81ea\u52a8\u5316\uff0c\u5982\u4f7f\u7528 <strong>Scapy<\/strong> \u548c <strong>Nmap<\/strong>\u3002<\/p>\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0cPython\u7684\u591a\u529f\u80fd\u6027\u548c\u6613\u8bfb\u6027\u51b3\u5b9a\u4e86\u5b83\u5728\u5f53\u4eca\u591a\u4e2a\u884c\u4e1a\u4e2d\u7684\u91cd\u8981\u5730\u4f4d\u3002\u4e0d\u7ba1\u662f\u521d\u521b\u4f01\u4e1a\uff0c\u5927\u578b\u516c\u53f8\u6216\u662f\u5b66\u672f\u7814\u7a76\uff0cPython\u90fd\u80fd\u591f\u63d0\u4f9b\u5fc5\u8981\u7684\u5de5\u5177\uff0c\u4ee5\u5e94\u5bf9\u5404\u79cd\u6311\u6218\u3002<\/p>\n<p> <strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><strong>Python\u7f16\u7a0b\u8bed\u8a00\u5728\u54ea\u4e9b\u884c\u4e1a\u6216\u9886\u57df\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\uff1f<\/strong><\/p>\n<p>1. \u673a\u5668\u5b66\u4e60\u548c<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\uff1aPython\u5728\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5e94\u7528\u5e7f\u6cdb\uff0c\u5982TensorFlow\u3001PyTorch\u7b49\u5e93\u90fd\u63d0\u4f9b\u4e86Python\u7684\u63a5\u53e3\uff0c\u5e76\u4e14\u6709\u4e30\u5bcc\u7684\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u5e93\u3002<\/p>\n<p>2. \u7f51\u7edc\u5f00\u53d1\u548c\u540e\u7aef\u670d\u52a1\uff1aPython\u5728\u7f51\u7edc\u5f00\u53d1\u548c\u540e\u7aef\u670d\u52a1\u65b9\u9762\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\uff0c\u5982Django\u548cFlask\u7b49\u6846\u67b6\u53ef\u4ee5\u5feb\u901f\u5f00\u53d1Web\u5e94\u7528\uff0c\u800cTornado\u548cTwisted\u7b49\u6846\u67b6\u5219\u9002\u7528\u4e8e\u9ad8\u6027\u80fd\u7f51\u7edc\u670d\u52a1\u7684\u5f00\u53d1\u3002<\/p>\n<p>3. \u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\uff1a\u79d1\u5b66\u5bb6\u3001\u7814\u7a76\u4eba\u5458\u548c\u6570\u636e\u5206\u6790\u5e08\u5e7f\u6cdb\u4f7f\u7528Python\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u3002\u8bf8\u5982NumPy\u3001pandas\u548cmatplotlib\u7b49\u5e93\u90fd\u4f7f\u5f97Python\u6210\u4e3a\u4e86\u5904\u7406\u6570\u636e\u548c\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u7684\u9996\u9009\u8bed\u8a00\u3002<\/p>\n<p>4. \u81ea\u52a8\u5316\u548c\u811a\u672c\u7f16\u7a0b\uff1aPython\u5728\u81ea\u52a8\u5316\u548c\u811a\u672c\u7f16\u7a0b\u65b9\u9762\u88ab\u5e7f\u6cdb\u5e94\u7528\uff0c\u4f8b\u5982\u901a\u8fc7\u7f16\u5199Python\u811a\u672c\u6765\u8fdb\u884c\u7cfb\u7edf\u7ba1\u7406\u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u3001\u6279\u5904\u7406\u5904\u7406\u7b49\u3002<\/p>\n<p>5. 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