{"id":175170,"date":"2024-05-08T18:46:18","date_gmt":"2024-05-08T10:46:18","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/175170.html"},"modified":"2024-05-08T18:46:26","modified_gmt":"2024-05-08T10:46:26","slug":"%e5%9c%a8python%e4%b8%ad%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e9%94%a4%e5%ad%90%e6%89%8b%e6%9c%ba%e7%9a%84%e5%a4%a7%e7%88%86%e7%82%b8%e5%8a%9f%e8%83%bd","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/175170.html","title":{"rendered":"\u5728python\u4e2d\u5982\u4f55\u5b9e\u73b0\u9524\u5b50\u624b\u673a\u7684\u5927\u7206\u70b8\u529f\u80fd"},"content":{"rendered":"

\"\u5728python\u4e2d\u5982\u4f55\u5b9e\u73b0\u9524\u5b50\u624b\u673a\u7684\u5927\u7206\u70b8\u529f\u80fd\"<\/p>\n

\u5728Python\u4e2d\u5b9e\u73b0\u9524\u5b50\u624b\u673a\u7684\u5927\u7206\u70b8\u529f\u80fd\uff0c\u53ef\u4ee5\u901a\u8fc7\u6784\u5efa\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u6587\u672c\u89e3\u6790\u4e0e\u6267\u884c\u7cfb\u7edf\u3001\u5229\u7528Python\u7684\u7b2c\u4e09\u65b9\u5e93\u63d0\u9ad8\u5f00\u53d1\u6548\u7387<\/strong>\u7b49\u65b9\u6cd5\u3002\u8fd9\u7c7b\u529f\u80fd\u4e3b\u8981\u6d89\u53ca\u5230\u6587\u672c\u8bc6\u522b\u3001\u5173\u952e\u8bcd\u63d0\u53d6\u3001\u529f\u80fd\u6620\u5c04\u3001\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\u7b49\u6b65\u9aa4\u3002\u7279\u522b\u662f\u6784\u5efa\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u6587\u672c\u89e3\u6790\u4e0e\u6267\u884c\u7cfb\u7edf<\/strong>\uff0c\u8fd9\u662f\u5b9e\u73b0\u5927\u7206\u70b8\u529f\u80fd\u7684\u6838\u5fc3\u3002\u901a\u8fc7\u8bbe\u8ba1\u4e00\u5957\u89e3\u6790\u89c4\u5219\uff0c\u53ef\u4ee5\u9488\u5bf9\u7528\u6237\u8f93\u5165\u7684\u6587\u672c\u8fdb\u884c\u5206\u6790\uff0c\u8bc6\u522b\u51fa\u5173\u952e\u8bcd\u6216\u8005\u6307\u4ee4\uff0c\u7136\u540e\u6620\u5c04\u5230\u9884\u5b9a\u4e49\u7684\u64cd\u4f5c\u6216\u641c\u7d22\u67e5\u8be2\u4e0a\uff0c\u4ece\u800c\u5b9e\u73b0\u7c7b\u4f3c\u9524\u5b50\u624b\u673a\u5927\u7206\u70b8\u7684\u6548\u679c\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u6784\u5efa\u6587\u672c\u89e3\u6790\u4e0e\u6267\u884c\u7cfb\u7edf<\/h3>\n<\/p>\n

\u8981\u5728Python\u4e2d\u5b9e\u73b0\u5927\u7206\u70b8\u529f\u80fd\uff0c\u9996\u5148\u9700\u8981\u6784\u5efa\u4e00\u4e2a\u5f3a\u5927\u7684\u6587\u672c\u89e3\u6790\u4e0e\u6267\u884c\u7cfb\u7edf\u3002\u8fd9\u4e2a\u7cfb\u7edf\u7684\u6838\u5fc3\u5728\u4e8e\u80fd\u591f\u8bc6\u522b\u7528\u6237\u8f93\u5165\u7684\u6587\u672c\u610f\u56fe\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u547d\u4ee4\u6216\u67e5\u8be2\u8bf7\u6c42\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u901a\u5e38\u6d89\u53ca\u5230\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u6280\u672f\uff0c\u5982\u8bcd\u6027\u6807\u6ce8\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\uff08NER\uff09\u7b49\uff0c\u7528\u4ee5\u63d0\u53d6\u51fa\u5173\u952e\u4fe1\u606f\u3002<\/p>\n<\/p>\n

1. \u8bbe\u8ba1\u89e3\u6790\u89c4\u5219<\/h4>\n<\/p>\n

\u8bbe\u8ba1\u89e3\u6790\u89c4\u5219\u662f\u5b9e\u73b0\u6587\u672c\u89e3\u6790\u7684\u7b2c\u4e00\u6b65\u3002\u9700\u8981\u5b9a\u4e49\u4e00\u5957\u89c4\u5219\u6765\u6307\u5bfc\u7a0b\u5e8f\u5982\u4f55\u8bc6\u522b\u5173\u952e\u8bcd\u548c\u7528\u6237\u610f\u56fe\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u5b8c\u6210\uff0c\u4e5f\u53ef\u4ee5\u501f\u52a9NLP\u5e93\uff0c\u5982NLTK\u6216spaCy\uff0c\u6765\u8f85\u52a9\u5b9e\u73b0\u590d\u6742\u7684\u6587\u672c\u5206\u6790\u4efb\u52a1\u3002<\/p>\n<\/p>\n

2. \u5b9e\u73b0\u529f\u80fd\u6620\u5c04<\/h4>\n<\/p>\n

\u8bc6\u522b\u51fa\u6587\u672c\u4e2d\u7684\u5173\u952e\u8bcd\u6216\u6307\u4ee4\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u5c06\u8fd9\u4e9b\u89e3\u6790\u7ed3\u679c\u6620\u5c04\u5230\u5177\u4f53\u7684\u64cd\u4f5c\u4e0a\u3002\u8fd9\u901a\u5e38\u9700\u8981\u5efa\u7acb\u4e00\u4e2a\u6307\u4ee4\u5e93\u6216\u5173\u952e\u8bcd\u4e0e\u64cd\u4f5c\u4e4b\u95f4\u7684\u6620\u5c04\u8868\u3002\u4f8b\u5982\uff0c\u5982\u679c\u89e3\u6790\u7ed3\u679c\u662f\u201c\u5929\u6c14\u201d\uff0c\u90a3\u4e48\u7cfb\u7edf\u5c31\u9700\u8981\u8c03\u7528\u5929\u6c14\u67e5\u8be2\u7684\u63a5\u53e3\uff1b\u5982\u679c\u662f\u201c\u8ba1\u7b97\u5668\u201d\uff0c\u5219\u6267\u884c\u76f8\u5e94\u7684\u8ba1\u7b97\u64cd\u4f5c\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u5229\u7528Python\u7684\u7b2c\u4e09\u65b9\u5e93<\/h3>\n<\/p>\n

Python\u793e\u533a\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u7b2c\u4e09\u65b9\u5e93\uff0c\u8fd9\u4e9b\u5e93\u5927\u5927\u7b80\u5316\u4e86\u4efb\u52a1\u7684\u5b9e\u73b0\u8fc7\u7a0b\u3002\u5bf9\u4e8e\u5927\u7206\u70b8\u529f\u80fd\uff0c\u53ef\u4ee5\u5229\u7528\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u7684\u5e93\u6765\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<\/p>\n

1. \u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93<\/h4>\n<\/p>\n

\u5229\u7528\u5982NLTK\u3001spaCy\u7b49\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u8fdb\u884c\u6587\u672c\u7684\u8bcd\u6027\u6807\u6ce8\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7b49\uff0c\u4ee5\u8bc6\u522b\u7528\u6237\u8f93\u5165\u7684\u5173\u952e\u4fe1\u606f\u3002\u8fd9\u4e9b\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u51c6\u786e\u3001\u9ad8\u6548\u5730\u5904\u7406\u548c\u5206\u6790\u6587\u672c\u6570\u636e\u3002<\/p>\n<\/p>\n

2. \u7f51\u7edc\u8bf7\u6c42\u5e93<\/h4>\n<\/p>\n

\u5b9e\u73b0\u5927\u7206\u70b8\u529f\u80fd\u5f80\u5f80\u9700\u8981\u8c03\u7528\u5916\u90e8\u7684API\u6216\u6267\u884c\u7f51\u7edc\u8bf7\u6c42\uff0c\u6bd4\u5982\u67e5\u8be2\u5929\u6c14\u3001\u641c\u7d22\u4fe1\u606f\u7b49\u64cd\u4f5c\u3002\u8fd9\u65f6\u5019\uff0c\u53ef\u4ee5\u5229\u7528requests\u5e93\u6765\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u6240\u9700\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u8bbe\u8ba1\u7528\u6237\u4ea4\u4e92\u754c\u9762<\/h3>\n<\/p>\n

\u867d\u7136\u6838\u5fc3\u529f\u80fd\u5b9e\u73b0\u91cd\u8981\uff0c\u4f46\u4e00\u4e2a\u53cb\u597d\u7684\u7528\u6237\u4ea4\u4e92\u754c\u9762\u4e5f\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u3002Python\u7684Tkinter\u6216PyQt\u7b49GUI\u5e93\u53ef\u4ee5\u7528\u4e8e\u8bbe\u8ba1\u7b80\u6d01\u76f4\u89c2\u7684\u64cd\u4f5c\u754c\u9762\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8f7b\u677e\u8f93\u5165\u547d\u4ee4\u6216\u6587\u672c\uff0c\u5e76\u83b7\u53d6\u5230\u53cd\u9988\u4fe1\u606f\u3002<\/p>\n<\/p>\n

1. \u754c\u9762\u5e03\u5c40\u8bbe\u8ba1<\/h4>\n<\/p>\n

\u9996\u5148\u9700\u8981\u8bbe\u8ba1\u754c\u9762\u7684\u5e03\u5c40\uff0c\u5305\u62ec\u8f93\u5165\u6846\u3001\u6309\u94ae\u3001\u8f93\u51fa\u663e\u793a\u533a\u57df\u7b49\u5143\u7d20\u7684\u5e03\u7f6e\u3002\u5408\u7406\u7684\u5e03\u5c40\u53ef\u4ee5\u4f7f\u7528\u6237\u64cd\u4f5c\u66f4\u52a0\u4fbf\u6377\u3002<\/p>\n<\/p>\n

2. \u4ea4\u4e92\u903b\u8f91\u5b9e\u73b0<\/h4>\n<\/p>\n

\u5236\u5b9a\u754c\u9762\u4e0e\u529f\u80fd\u4e4b\u95f4\u7684\u4ea4\u4e92\u903b\u8f91\u662f\u91cd\u8981\u7684\u4e00\u6b65\u3002\u4f8b\u5982\uff0c\u7528\u6237\u5728\u8f93\u5165\u6846\u4e2d\u8f93\u5165\u6587\u672c\u540e\uff0c\u70b9\u51fb\u641c\u7d22\u6309\u94ae\uff0c\u7cfb\u7edf\u9700\u8981\u80fd\u591f\u6b63\u786e\u89e3\u6790\u8f93\u5165\u5185\u5bb9\uff0c\u5e76\u5c55\u793a\u6267\u884c\u7ed3\u679c\u3002<\/p>\n<\/p>\n

\u56db\u3001\u5b9e\u73b0\u5173\u952e\u529f\u80fd\u6269\u5c55<\/h3>\n<\/p>\n

\u9664\u4e86\u57fa\u672c\u7684\u6587\u672c\u89e3\u6790\u4e0e\u547d\u4ee4\u6267\u884c\u529f\u80fd\uff0c\u5927\u7206\u70b8\u529f\u80fd\u8fd8\u53ef\u4ee5\u6269\u5c55\u66f4\u591a\u5b9e\u7528\u7684\u7279\u6027\uff0c\u6bd4\u5982\u589e\u52a0\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u7684\u6df1\u5ea6\u3001\u652f\u6301\u66f4\u591a\u79cd\u7c7b\u7684\u5916\u90e8API\u8c03\u7528\u7b49\u3002<\/p>\n<\/p>\n

1. \u589e\u5f3a\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u80fd\u529b<\/h4>\n<\/p>\n

\u901a\u8fc7\u96c6\u6210\u66f4\u5148\u8fdb\u7684NLP\u6280\u672f\u6216\u6a21\u578b\uff0c\u6bd4\u5982\u5229\u7528\u673a\u5668\u5b66\u4e60<\/a>\u7b97\u6cd5\u8fdb\u884c\u6587\u672c\u5206\u7c7b\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u589e\u5f3a\u7cfb\u7edf\u5bf9\u7528\u6237\u8f93\u5165\u610f\u56fe\u7684\u7406\u89e3\u80fd\u529b\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<\/p>\n

2. \u6269\u5c55\u652f\u6301\u7684API\u79cd\u7c7b<\/h4>\n<\/p>\n

\u6839\u636e\u7528\u6237\u7684\u9700\u8981\uff0c\u53ef\u4ee5\u6301\u7eed\u6269\u5c55\u7cfb\u7edf\u652f\u6301\u8c03\u7528\u7684\u5916\u90e8API\u79cd\u7c7b\u3002\u4f8b\u5982\uff0c\u52a0\u5165\u7535\u5f71\u63a8\u8350\u3001\u9910\u9986\u641c\u7d22\u3001\u5065\u5eb7\u54a8\u8be2\u7b49\u529f\u80fd\uff0c\u4f7f\u5f97\u5927\u7206\u70b8\u529f\u80fd\u66f4\u52a0\u5168\u9762\u4e30\u5bcc\u3002<\/p>\n<\/p>\n

\u901a\u8fc7\u4e0a\u8ff0\u65b9\u6cd5\uff0c\u5728Python\u4e2d\u5b9e\u73b0\u9524\u5b50\u624b\u673a\u7684\u5927\u7206\u70b8\u529f\u80fd\u4e0d\u4ec5\u662f\u53ef\u80fd\u7684\uff0c\u800c\u4e14\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u6df1\u5165\u5f00\u53d1\u548c\u5b9a\u5236\uff0c\u521b\u9020\u51fa\u66f4\u52a0\u667a\u80fd\u3001\u5b9e\u7528\u7684\u5de5\u5177\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

Q1: \u5982\u4f55\u4f7f\u7528Python\u5b9e\u73b0\u624b\u673a\u5927\u7206\u70b8\u529f\u80fd\uff1f<\/strong><\/p>\n

\u867d\u7136Python\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f46\u662f\u5b83\u65e0\u6cd5\u76f4\u63a5\u5b9e\u73b0\u786c\u4ef6\u529f\u80fd\uff0c\u5982\u9524\u5b50\u624b\u673a\u7684\u5927\u7206\u70b8\u3002Python\u4e3b\u8981\u7528\u4e8e\u8f6f\u4ef6\u5f00\u53d1\u548c\u6570\u636e\u5206\u6790\u7b49\u9886\u57df\u3002\u5982\u679c\u4f60\u60f3\u5b9e\u73b0\u624b\u673a\u5927\u7206\u70b8\u529f\u80fd\uff0c\u4f60\u9700\u8981\u4f7f\u7528\u5176\u4ed6\u786c\u4ef6\u76f8\u5173\u7684\u7f16\u7a0b\u8bed\u8a00\u6216\u8005\u76f4\u63a5\u4e0e\u786c\u4ef6\u516c\u53f8\u5408\u4f5c\u3002<\/p>\n

Q2: \u6709\u6ca1\u6709\u7c7b\u4f3c\u4e8e\u9524\u5b50\u624b\u673a\u7684\u5927\u7206\u70b8\u529f\u80fd\u7684\u8f6f\u4ef6\u5f00\u53d1\u6846\u67b6\uff1f<\/strong><\/p>\n

\u76ee\u524d\uff0c\u6211\u6ca1\u6709\u542c\u8bf4\u8fc7\u4efb\u4f55\u8f6f\u4ef6\u5f00\u53d1\u6846\u67b6\u6216\u8005\u5e73\u53f0\u80fd\u591f\u6a21\u62df\u624b\u673a\u5927\u7206\u70b8\u529f\u80fd\u3002\u8fd9\u79cd\u529f\u80fd\u8fdd\u80cc\u4e86\u5b89\u5168\u89c4\u8303\uff0c\u800c\u4e14\u4e5f\u6ca1\u6709\u5b9e\u9645\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n

Q3: \u5728Python\u4e2d\uff0c\u5982\u4f55\u4f7f\u7528\u865a\u62df\u73b0\u5b9e\u6280\u672f\u6765\u6a21\u62df\u624b\u673a\u5927\u7206\u70b8\u6548\u679c\uff1f<\/strong><\/p>\n

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