{"id":1018067,"date":"2024-12-27T12:37:30","date_gmt":"2024-12-27T04:37:30","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1018067.html"},"modified":"2024-12-27T12:37:34","modified_gmt":"2024-12-27T04:37:34","slug":"python%e5%a6%82%e4%bd%95%e4%b8%ad%e6%96%87%e7%89%88","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1018067.html","title":{"rendered":"python\u5982\u4f55\u4e2d\u6587\u7248"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25160812\/cb89ec71-510f-481d-9bd5-922533cbd6bc.webp\" alt=\"python\u5982\u4f55\u4e2d\u6587\u7248\" \/><\/p>\n<p><p> Python\u7684\u4e2d\u6587\u7248\u662f\u6307Python\u7f16\u7a0b\u8bed\u8a00\u5728\u4e2d\u6587\u73af\u5883\u4e0b\u7684\u5e94\u7528\u548c\u5b66\u4e60\u3002<strong>Python\u4e2d\u6587\u7248\u7684\u5b66\u4e60\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u4e2d\u6587\u7684Python\u6559\u6750\u3001\u6559\u7a0b\u3001\u5728\u7ebf\u8bfe\u7a0b\u3001\u4e2d\u6587\u793e\u533a\u8bba\u575b\u3001\u4e2d\u6587\u5f00\u53d1\u5de5\u5177\u7b49<\/strong>\u3002\u901a\u8fc7\u8fd9\u4e9b\u8d44\u6e90\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u66f4\u5bb9\u6613\u5730\u7406\u89e3Python\u7684\u6982\u5ff5\u548c\u5e94\u7528\u3002<strong>Python\u4e2d\u6587\u7248\u7684\u4f7f\u7528\u8fd8\u5305\u62ec\u5728\u7f16\u7a0b\u4e2d\u5904\u7406\u4e2d\u6587\u5b57\u7b26\u548c\u6570\u636e<\/strong>\u3002\u4ee5\u4e0b\u5c06\u8be6\u7ec6\u63a2\u8ba8Python\u4e2d\u6587\u7248\u7684\u5b66\u4e60\u8d44\u6e90\u3001\u4e2d\u6587\u5904\u7406\u3001\u5f00\u53d1\u5de5\u5177\u548c\u793e\u533a\u652f\u6301\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u5b66\u4e60\u8d44\u6e90<\/p>\n<\/p>\n<p><p>Python\u5728\u4e2d\u6587\u73af\u5883\u4e0b\u7684\u5b66\u4e60\u8d44\u6e90\u975e\u5e38\u4e30\u5bcc\uff0c\u8fd9\u5bf9\u4e8e\u521d\u5b66\u8005\u6765\u8bf4\u662f\u975e\u5e38\u6709\u5e2e\u52a9\u7684\u3002<\/p>\n<\/p>\n<ol>\n<li>\u4e2d\u6587\u6559\u6750\u548c\u4e66\u7c4d<\/li>\n<\/ol>\n<p><p>\u5e02\u9762\u4e0a\u6709\u8bb8\u591a\u5173\u4e8ePython\u7684\u4e2d\u6587\u6559\u6750\u548c\u4e66\u7c4d\uff0c\u8fd9\u4e9b\u4e66\u7c4d\u9002\u5408\u4e0d\u540c\u7a0b\u5ea6\u7684\u5b66\u4e60\u8005\u3002\u4ece\u5165\u95e8\u5230\u9ad8\u7ea7\uff0c\u65e0\u8bba\u662f\u57fa\u7840\u7f16\u7a0b\u8fd8\u662f\u6570\u636e\u79d1\u5b66\u3001<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u7b49\u9886\u57df\uff0c\u90fd\u6709\u76f8\u5e94\u7684\u4e2d\u6587\u4e66\u7c4d\u3002\u4f8b\u5982\u300aPython\u7f16\u7a0b\uff1a\u4ece\u5165\u95e8\u5230\u5b9e\u8df5\u300b\u3001\u300a\u6d41\u7545\u7684Python\u300b\u7b49\u90fd\u662f\u5e7f\u53d7\u6b22\u8fce\u7684\u4e2d\u6587\u4e66\u7c4d\u3002\u8fd9\u4e9b\u4e66\u7c4d\u901a\u5e38\u4f1a\u6db5\u76d6Python\u7684\u57fa\u672c\u8bed\u6cd5\u3001\u6570\u636e\u7ed3\u6784\u3001\u51fd\u6570\u3001\u6a21\u5757\u3001\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\u7b49\u57fa\u7840\u77e5\u8bc6\uff0c\u5e76\u6df1\u5165\u5230Python\u5728\u5404\u4e2a\u9886\u57df\u7684\u5b9e\u9645\u5e94\u7528\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u4e2d\u6587\u5728\u7ebf\u8bfe\u7a0b\u548c\u6559\u7a0b<\/li>\n<\/ol>\n<p><p>\u968f\u7740\u4e92\u8054\u7f51\u7684\u53d1\u5c55\uff0c\u8bb8\u591a\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u63d0\u4f9b\u4e86Python\u7684\u4e2d\u6587\u8bfe\u7a0b\u3002\u8fd9\u4e9b\u8bfe\u7a0b\u901a\u5e38\u4f1a\u901a\u8fc7\u89c6\u9891\u3001\u6587\u5b57\u3001\u4e92\u52a8\u7ec3\u4e60\u7b49\u5f62\u5f0f\u8fdb\u884c\u6559\u5b66\u3002\u4f8b\u5982\uff0c\u7f51\u6613\u4e91\u8bfe\u5802\u3001\u6155\u8bfe\u7f51\u3001\u6781\u5ba2\u65f6\u95f4\u7b49\u5e73\u53f0\u90fd\u6709\u4e13\u4e1a\u7684Python\u4e2d\u6587\u8bfe\u7a0b\u3002\u8fd9\u4e9b\u8bfe\u7a0b\u901a\u5e38\u4f1a\u7531\u4e13\u4e1a\u7684\u8bb2\u5e08\u8fdb\u884c\u8bb2\u89e3\uff0c\u80fd\u591f\u5e2e\u52a9\u5b66\u4e60\u8005\u66f4\u76f4\u89c2\u5730\u7406\u89e3Python\u7684\u6982\u5ff5\u548c\u5b9e\u9645\u5e94\u7528\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u4e2d\u6587\u535a\u5ba2\u548c\u6587\u7ae0<\/li>\n<\/ol>\n<p><p>\u8bb8\u591a\u7a0b\u5e8f\u5458\u548c\u6280\u672f\u7231\u597d\u8005\u5728\u7f51\u4e0a\u5206\u4eab\u4ed6\u4eec\u7684Python\u5b66\u4e60\u7ecf\u9a8c\u548c\u5fc3\u5f97\u3002\u4ed6\u4eec\u4f1a\u5728\u4e2a\u4eba\u535a\u5ba2\u3001\u5fae\u4fe1\u516c\u4f17\u53f7\u3001\u77e5\u4e4e\u7b49\u5e73\u53f0\u4e0a\u53d1\u5e03\u5173\u4e8ePython\u7684\u4e2d\u6587\u6587\u7ae0\u3002\u8fd9\u4e9b\u6587\u7ae0\u901a\u5e38\u4f1a\u7ed3\u5408\u5b9e\u9645\u9879\u76ee\u6216\u6848\u4f8b\u5206\u6790\uff0c\u5e2e\u52a9\u8bfb\u8005\u66f4\u597d\u5730\u7406\u89e3Python\u7684\u5e94\u7528\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u4e2d\u6587\u5904\u7406<\/p>\n<\/p>\n<p><p>\u5728Python\u7f16\u7a0b\u4e2d\uff0c\u5904\u7406\u4e2d\u6587\u5b57\u7b26\u548c\u6570\u636e\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u9700\u6c42\u3002Python\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u6cd5\u548c\u5e93\u6765\u652f\u6301\u4e2d\u6587\u5904\u7406\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5b57\u7b26\u7f16\u7801<\/li>\n<\/ol>\n<p><p>Python\u652f\u6301\u591a\u79cd\u5b57\u7b26\u7f16\u7801\uff0c\u5176\u4e2dUTF-8\u662f\u6700\u5e38\u7528\u7684\u7f16\u7801\u65b9\u5f0f\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u517c\u5bb9\u591a\u79cd\u8bed\u8a00\uff0c\u5305\u62ec\u4e2d\u6587\u3002\u5728Python\u7a0b\u5e8f\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u7f16\u7801\u683c\u5f0f\u6765\u786e\u4fdd\u4e2d\u6587\u5b57\u7b26\u7684\u6b63\u786e\u663e\u793a\u548c\u5904\u7406\u3002\u4f8b\u5982\uff0c\u5728\u6587\u4ef6\u7684\u5f00\u5934\u6dfb\u52a0<code># -*- coding: utf-8 -*-<\/code>\u53ef\u4ee5\u6307\u5b9aPython\u7a0b\u5e8f\u4f7f\u7528UTF-8\u7f16\u7801\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u4e2d\u6587\u6587\u672c\u5904\u7406\u5e93<\/li>\n<\/ol>\n<p><p>Python\u6709\u8bb8\u591a\u5e93\u53ef\u4ee5\u5e2e\u52a9\u5904\u7406\u4e2d\u6587\u6587\u672c\u3002\u4f8b\u5982\uff0c<code>jieba<\/code>\u5e93\u662f\u4e00\u4e2a\u4e2d\u6587\u5206\u8bcd\u5e93\uff0c\u53ef\u4ee5\u5c06\u4e2d\u6587\u53e5\u5b50\u62c6\u5206\u4e3a\u5355\u72ec\u7684\u8bcd\u8bed\uff0c\u4fbf\u4e8e\u540e\u7eed\u7684\u6587\u672c\u5206\u6790\u3002<code>pandas<\/code>\u5e93\u53ef\u4ee5\u7528\u4e8e\u5904\u7406\u4e2d\u6587\u6570\u636e\u8868\u683c\uff0c\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u6b64\u5916\uff0c<code>NLTK<\/code>\u548c<code>spaCy<\/code>\u7b49\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\u4e5f\u652f\u6301\u4e2d\u6587\u6587\u672c\u5904\u7406\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u4e2d\u6587\u6570\u636e\u7684\u8f93\u5165\u8f93\u51fa<\/li>\n<\/ol>\n<p><p>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528<code>open<\/code>\u51fd\u6570\u6253\u5f00\u6587\u4ef6\u8fdb\u884c\u8bfb\u5199\u64cd\u4f5c\u3002\u5f53\u5904\u7406\u5305\u542b\u4e2d\u6587\u5b57\u7b26\u7684\u6587\u4ef6\u65f6\uff0c\u9700\u8981\u6ce8\u610f\u6307\u5b9a\u6b63\u786e\u7684\u7f16\u7801\u683c\u5f0f\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528<code>open(filename, &#39;r&#39;, encoding=&#39;utf-8&#39;)<\/code>\u8bfb\u53d6\u4e2d\u6587\u6587\u4ef6\uff0c\u786e\u4fdd\u4e2d\u6587\u5b57\u7b26\u88ab\u6b63\u786e\u89e3\u6790\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u5f00\u53d1\u5de5\u5177<\/p>\n<\/p>\n<p><p>\u4f7f\u7528\u5408\u9002\u7684\u5f00\u53d1\u5de5\u5177\u53ef\u4ee5\u63d0\u9ad8Python\u7f16\u7a0b\u7684\u6548\u7387\u548c\u4f53\u9a8c\uff0c\u5c24\u5176\u662f\u5728\u4e2d\u6587\u73af\u5883\u4e0b\u3002<\/p>\n<\/p>\n<ol>\n<li>\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09<\/li>\n<\/ol>\n<p><p>Python\u7684\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u80fd\u591f\u63d0\u4f9b\u4ee3\u7801\u7f16\u8f91\u3001\u8c03\u8bd5\u3001\u6d4b\u8bd5\u7b49\u529f\u80fd\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u9ad8\u6548\u5730\u7f16\u5199\u548c\u7ba1\u7406\u4ee3\u7801\u3002\u5bf9\u4e8e\u4e2d\u6587\u7528\u6237\uff0cPyCharm\u662f\u4e00\u4e2a\u975e\u5e38\u53d7\u6b22\u8fce\u7684IDE\u3002PyCharm\u652f\u6301\u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u4e14\u754c\u9762\u53cb\u597d\uff0c\u652f\u6301\u4e2d\u6587\u5b57\u7b26\u7684\u8f93\u5165\u548c\u663e\u793a\u3002\u6b64\u5916\uff0cVS Code\u4e5f\u662f\u4e00\u4e2a\u5e7f\u6cdb\u4f7f\u7528\u7684\u4ee3\u7801\u7f16\u8f91\u5668\uff0c\u5b83\u7684\u6269\u5c55\u529f\u80fd\u975e\u5e38\u5f3a\u5927\uff0c\u652f\u6301Python\u7684\u5f00\u53d1\u548c\u4e2d\u6587\u5904\u7406\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>Jupyter Notebook<\/li>\n<\/ol>\n<p><p>Jupyter Notebook\u662f\u4e00\u79cd\u4ea4\u4e92\u5f0f\u5f00\u53d1\u5de5\u5177\uff0c\u975e\u5e38\u9002\u5408\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u79d1\u5b66\u8ba1\u7b97\u3002\u7528\u6237\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u4e2d\u7f16\u5199\u548c\u8fd0\u884cPython\u4ee3\u7801\uff0c\u5e76\u76f4\u63a5\u67e5\u770b\u8f93\u51fa\u7ed3\u679c\u3002Jupyter Notebook\u652f\u6301Markdown\u8bed\u6cd5\uff0c\u5141\u8bb8\u7528\u6237\u5728\u4ee3\u7801\u4e2d\u63d2\u5165\u4e2d\u6587\u6ce8\u91ca\u548c\u8bf4\u660e\uff0c\u4fbf\u4e8e\u8bb0\u5f55\u548c\u5206\u4eab\u5206\u6790\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u7248\u672c\u7ba1\u7406\u5de5\u5177<\/li>\n<\/ol>\n<p><p>\u5728\u56e2\u961f\u5408\u4f5c\u6216\u9879\u76ee\u5f00\u53d1\u4e2d\uff0c\u4f7f\u7528\u7248\u672c\u7ba1\u7406\u5de5\u5177\u53ef\u4ee5\u65b9\u4fbf\u5730\u7ba1\u7406\u4ee3\u7801\u7684\u7248\u672c\u548c\u53d8\u66f4\u3002Git\u662f\u4e00\u4e2a\u5e38\u7528\u7684\u7248\u672c\u63a7\u5236\u7cfb\u7edf\uff0c\u7ed3\u5408GitHub\u6216GitLab\u5e73\u53f0\uff0c\u53ef\u4ee5\u5b9e\u73b0\u591a\u4eba\u534f\u4f5c\u548c\u4ee3\u7801\u5206\u4eab\u3002\u5728\u4f7f\u7528Git\u8fdb\u884c\u7248\u672c\u63a7\u5236\u65f6\uff0c\u53ef\u4ee5\u5728\u63d0\u4ea4\u4fe1\u606f\u4e2d\u4f7f\u7528\u4e2d\u6587\uff0c\u65b9\u4fbf\u56e2\u961f\u6210\u5458\u7406\u89e3\u4fee\u6539\u5185\u5bb9\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u793e\u533a\u652f\u6301<\/p>\n<\/p>\n<p><p>Python\u7684\u4e2d\u6587\u793e\u533a\u975e\u5e38\u6d3b\u8dc3\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u901a\u8fc7\u53c2\u4e0e\u793e\u533a\u6d3b\u52a8\u83b7\u5f97\u66f4\u591a\u7684\u652f\u6301\u548c\u5e2e\u52a9\u3002<\/p>\n<\/p>\n<ol>\n<li>\u4e2d\u6587\u8bba\u575b\u548c\u8ba8\u8bba\u7ec4<\/li>\n<\/ol>\n<p><p>\u5728\u4e2d\u6587\u7684\u7a0b\u5e8f\u5458\u793e\u533a\u4e2d\uff0c\u6709\u8bb8\u591a\u5173\u4e8ePython\u7684\u8ba8\u8bba\u7ec4\u548c\u8bba\u575b\u3002V2EX\u3001CSDN\u3001SegmentFault\u7b49\u90fd\u662f\u6280\u672f\u4ea4\u6d41\u7684\u70ed\u95e8\u5e73\u53f0\u3002\u5728\u8fd9\u4e9b\u5e73\u53f0\u4e0a\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u63d0\u51fa\u95ee\u9898\uff0c\u5206\u4eab\u7ecf\u9a8c\uff0c\u4e0e\u5176\u4ed6\u7a0b\u5e8f\u5458\u4ea4\u6d41\u5b66\u4e60\u5fc3\u5f97\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u5f00\u6e90\u9879\u76ee\u548c\u8d21\u732e<\/li>\n<\/ol>\n<p><p>\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u662f\u63d0\u9ad8\u7f16\u7a0b\u80fd\u529b\u7684\u4e00\u4e2a\u597d\u65b9\u6cd5\u3002\u5728GitHub\u4e0a\uff0c\u6709\u8bb8\u591a\u9762\u5411\u4e2d\u6587\u7528\u6237\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u901a\u8fc7\u53c2\u4e0e\u8fd9\u4e9b\u9879\u76ee\u6765\u5b9e\u8df5\u6240\u5b66\u77e5\u8bc6\uff0c\u5e76\u4e3a\u5f00\u6e90\u793e\u533a\u505a\u51fa\u8d21\u732e\u3002\u901a\u8fc7\u4e0e\u5176\u4ed6\u5f00\u53d1\u8005\u7684\u534f\u4f5c\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u66f4\u6df1\u5165\u5730\u7406\u89e3Python\u7684\u5e94\u7528\u573a\u666f\u548c\u6280\u672f\u7ec6\u8282\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u6280\u672f\u4f1a\u8bae\u548c\u6d3b\u52a8<\/li>\n<\/ol>\n<p><p>\u6bcf\u5e74\u90fd\u6709\u8bb8\u591a\u9762\u5411Python\u5f00\u53d1\u8005\u7684\u6280\u672f\u4f1a\u8bae\u548c\u6d3b\u52a8\u3002\u8fd9\u4e9b\u6d3b\u52a8\u901a\u5e38\u4f1a\u9080\u8bf7\u884c\u4e1a\u4e13\u5bb6\u5206\u4eab\u4ed6\u4eec\u7684\u7ecf\u9a8c\u548c\u89c1\u89e3\uff0c\u4e3a\u53c2\u4e0e\u8005\u63d0\u4f9b\u5b66\u4e60\u548c\u4ea4\u6d41\u7684\u5e73\u53f0\u3002\u4f8b\u5982\uff0cPyCon China\u662f\u4e00\u4e2a\u4e13\u6ce8\u4e8ePython\u6280\u672f\u7684\u5e74\u5ea6\u4f1a\u8bae\uff0c\u5438\u5f15\u4e86\u4f17\u591aPython\u7231\u597d\u8005\u548c\u4ece\u4e1a\u8005\u53c2\u52a0\u3002\u5728\u8fd9\u4e9b\u6d3b\u52a8\u4e2d\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u4e86\u89e3\u5230Python\u7684\u6700\u65b0\u53d1\u5c55\u8d8b\u52bf\u548c\u5e94\u7528\u6848\u4f8b\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001Python\u4e2d\u6587\u7248\u5728\u5404\u4e2a\u9886\u57df\u7684\u5e94\u7528<\/p>\n<\/p>\n<p><p>Python\u56e0\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u529f\u80fd\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u591a\u4e2a\u9886\u57df\u3002\u5728\u4e2d\u6587\u73af\u5883\u4e0b\uff0cPython\u540c\u6837\u5c55\u793a\u51fa\u4e86\u5176\u5f3a\u5927\u7684\u5e94\u7528\u80fd\u529b\u3002<\/p>\n<\/p>\n<ol>\n<li>\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/li>\n<\/ol>\n<p><p>Python\u5728\u6570\u636e\u5206\u6790\u9886\u57df\u5360\u636e\u4e86\u91cd\u8981\u5730\u4f4d\u3002\u901a\u8fc7\u4f7f\u7528<code>pandas<\/code>\u3001<code>NumPy<\/code>\u3001<code>matplotlib<\/code>\u3001<code>seaborn<\/code>\u7b49\u5e93\uff0c\u6570\u636e\u5206\u6790\u5e08\u53ef\u4ee5\u8f7b\u677e\u5730\u5904\u7406\u548c\u5206\u6790\u5927\u91cf\u6570\u636e\uff0c\u5e76\u751f\u6210\u76f4\u89c2\u7684\u56fe\u8868\u548c\u62a5\u544a\u3002\u8fd9\u4e9b\u5de5\u5177\u652f\u6301\u4e2d\u6587\u6570\u636e\u7684\u5904\u7406\u548c\u53ef\u89c6\u5316\uff0c\u80fd\u591f\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u7406\u89e3\u548c\u5c55\u793a\u6570\u636e\u7684\u542b\u4e49\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u4e0e\u4eba\u5de5\u667a\u80fd<\/li>\n<\/ol>\n<p><p>Python\u662f\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u9996\u9009\u8bed\u8a00\u4e4b\u4e00\u3002<code>scikit-learn<\/code>\u3001<code>TensorFlow<\/code>\u3001<code>Keras<\/code>\u3001<code>PyTorch<\/code>\u7b49\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u652f\u6301\u4ece\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u5230\u590d\u6742\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u6784\u5efa\u548c\u8bad\u7ec3\u3002\u5728\u4e2d\u6587\u73af\u5883\u4e2d\uff0c\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u88ab\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u63a8\u8350\u7cfb\u7edf\u7b49\u591a\u79cd\u5e94\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>Web\u5f00\u53d1<\/li>\n<\/ol>\n<p><p>Python\u5728Web\u5f00\u53d1\u4e2d\u4e5f\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c<code>Django<\/code>\u548c<code>Flask<\/code>\u662f\u4e24\u4e2a\u6d41\u884c\u7684Python Web\u6846\u67b6\u3002Django\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u548c\u9ad8\u6548\u7684\u5f00\u53d1\u5de5\u5177\uff0c\u975e\u5e38\u9002\u5408\u5f00\u53d1\u5927\u578bWeb\u5e94\u7528\uff0c\u800cFlask\u5219\u4ee5\u5176\u7b80\u6d01\u548c\u7075\u6d3b\u6027\u53d7\u5230\u5c0f\u578b\u9879\u76ee\u5f00\u53d1\u8005\u7684\u559c\u7231\u3002\u5728\u4e2d\u6587\u73af\u5883\u4e0b\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u6846\u67b6\u6784\u5efa\u652f\u6301\u4e2d\u6587\u7684Web\u5e94\u7528\u3002<\/p>\n<\/p>\n<ol start=\"4\">\n<li>\u81ea\u52a8\u5316\u8fd0\u7ef4<\/li>\n<\/ol>\n<p><p>\u5728\u8fd0\u7ef4\u9886\u57df\uff0cPython\u56e0\u5176\u81ea\u52a8\u5316\u80fd\u529b\u5f3a\u3001\u6613\u4e8e\u7f16\u5199\u811a\u672c\u800c\u88ab\u5e7f\u6cdb\u5e94\u7528\u3002\u8fd0\u7ef4\u5de5\u7a0b\u5e08\u53ef\u4ee5\u901a\u8fc7Python\u7f16\u5199\u81ea\u52a8\u5316\u811a\u672c\uff0c\u5b9e\u73b0\u670d\u52a1\u5668\u7684\u76d1\u63a7\u3001\u65e5\u5fd7\u5206\u6790\u3001\u6279\u91cf\u64cd\u4f5c\u7b49\u529f\u80fd\u3002\u5728\u4e2d\u6587\u73af\u5883\u4e2d\uff0c\u8fd9\u4e9b\u811a\u672c\u53ef\u4ee5\u5904\u7406\u5305\u542b\u4e2d\u6587\u4fe1\u606f\u7684\u65e5\u5fd7\u548c\u914d\u7f6e\u6587\u4ef6\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8fd0\u7ef4\u5de5\u4f5c\u7684\u6548\u7387\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001Python\u4e2d\u6587\u7248\u7684\u524d\u666f<\/p>\n<\/p>\n<p><p>Python\u5728\u4e2d\u6587\u73af\u5883\u4e2d\u7684\u5e94\u7528\u524d\u666f\u5e7f\u9614\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u3001\u5927\u6570\u636e\u3001\u7269\u8054\u7f51\u7b49\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cPython\u7684\u9700\u6c42\u5c06\u4f1a\u6301\u7eed\u589e\u957f\u3002<\/p>\n<\/p>\n<ol>\n<li>\u6559\u80b2\u4e0e\u57f9\u8bad<\/li>\n<\/ol>\n<p><p>\u968f\u7740Python\u9010\u6e10\u6210\u4e3a\u5168\u7403\u6700\u6d41\u884c\u7684\u7f16\u7a0b\u8bed\u8a00\u4e4b\u4e00\uff0c\u8bb8\u591a\u5b66\u6821\u548c\u57f9\u8bad\u673a\u6784\u5f00\u59cb\u5c06Python\u7eb3\u5165\u8bfe\u7a0b\u4f53\u7cfb\u3002\u5728\u4e2d\u6587\u73af\u5883\u4e0b\uff0cPython\u7684\u6559\u80b2\u548c\u57f9\u8bad\u5e02\u573a\u5c06\u4f1a\u8fdb\u4e00\u6b65\u6269\u5927\uff0c\u4e3a\u66f4\u591a\u7684\u5b66\u4e60\u8005\u63d0\u4f9b\u5b66\u4e60\u673a\u4f1a\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u4f01\u4e1a\u5e94\u7528<\/li>\n<\/ol>\n<p><p>\u8d8a\u6765\u8d8a\u591a\u7684\u4f01\u4e1a\u5f00\u59cb\u91c7\u7528Python\u8fdb\u884c\u8f6f\u4ef6\u5f00\u53d1\u3001\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u7b49\u5de5\u4f5c\u3002\u5728\u4e2d\u6587\u73af\u5883\u4e2d\uff0c\u4f01\u4e1a\u9700\u8981\u66f4\u591a\u80fd\u591f\u719f\u7ec3\u4f7f\u7528Python\u7684\u6280\u672f\u4eba\u624d\uff0c\u4ee5\u6ee1\u8db3\u4e1a\u52a1\u53d1\u5c55\u7684\u9700\u8981\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u793e\u533a\u53d1\u5c55<\/li>\n<\/ol>\n<p><p>Python\u7684\u4e2d\u6587\u793e\u533a\u5c06\u4f1a\u7ee7\u7eed\u53d1\u5c55\u58ee\u5927\u3002\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u5f00\u53d1\u8005\u52a0\u5165\u793e\u533a\uff0c\u793e\u533a\u5c06\u4f1a\u63d0\u4f9b\u66f4\u591a\u7684\u5b66\u4e60\u8d44\u6e90\u3001\u5f00\u53d1\u5de5\u5177\u548c\u6280\u672f\u652f\u6301\uff0c\u5e2e\u52a9\u5b66\u4e60\u8005\u66f4\u597d\u5730\u638c\u63e1Python\u6280\u80fd\u3002<\/p>\n<\/p>\n<p><p>\u603b\u4e4b\uff0cPython\u4e2d\u6587\u7248\u5728\u4e2d\u6587\u73af\u5883\u4e2d\u7684\u5e94\u7528\u8d8a\u6765\u8d8a\u5e7f\u6cdb\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u83b7\u53d6\u5b66\u4e60\u8d44\u6e90\uff0c\u638c\u63e1\u4e2d\u6587\u5904\u7406\u6280\u672f\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\uff0c\u5e76\u79ef\u6781\u53c2\u4e0e\u793e\u533a\u4ea4\u6d41\uff0c\u4e3aPython\u7684\u53d1\u5c55\u505a\u51fa\u8d21\u732e\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u8bbe\u7f6e\u4e2d\u6587\u7f16\u7801\uff1f<\/strong><br \/>\u5728Python\u4e2d\u4f7f\u7528\u4e2d\u6587\u65f6\uff0c\u786e\u4fdd\u4ee3\u7801\u6587\u4ef6\u7684\u7f16\u7801\u4e3aUTF-8\u3002\u53ef\u4ee5\u901a\u8fc7\u5728\u6587\u4ef6\u5f00\u5934\u6dfb\u52a0<code># -*- coding: utf-8 -*-<\/code>\u6765\u6307\u5b9a\u7f16\u7801\u3002\u6b64\u5916\uff0c\u5728\u5904\u7406\u5b57\u7b26\u4e32\u65f6\uff0c\u4f7f\u7528<code>str.encode(&#39;utf-8&#39;)<\/code>\u548c<code>str.decode(&#39;utf-8&#39;)<\/code>\u53ef\u4ee5\u786e\u4fdd\u6b63\u786e\u7684\u4e2d\u6587\u5b57\u7b26\u5904\u7406\u3002<\/p>\n<p><strong>Python\u4e2d\u5982\u4f55\u4f7f\u7528\u4e2d\u6587\u6ce8\u91ca\u548c\u8f93\u51fa\uff1f<\/strong><br \/>\u5728Python\u4ee3\u7801\u4e2d\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u4e2d\u6587\u8fdb\u884c\u6ce8\u91ca\u548c\u8f93\u51fa\u3002\u4f7f\u7528<code>print()<\/code>\u51fd\u6570\u8f93\u51fa\u4e2d\u6587\u5b57\u7b26\u4e32\u65f6\uff0c\u786e\u4fdd\u7ec8\u7aef\u6216IDE\u652f\u6301\u4e2d\u6587\u663e\u793a\u3002\u4f8b\u5982\uff0c<code>print(&quot;\u4f60\u597d\uff0c\u4e16\u754c&quot;)<\/code>\u5c06\u6b63\u786e\u663e\u793a\u4e2d\u6587\u3002\u6ce8\u610f\u5728\u4ee3\u7801\u6587\u4ef6\u4e2d\u4f7f\u7528UTF-8\u7f16\u7801\uff0c\u4ee5\u907f\u514d\u4e71\u7801\u3002<\/p>\n<p><strong>\u5982\u4f55\u5728Python\u9879\u76ee\u4e2d\u4f7f\u7528\u4e2d\u6587\u5e93\u6216\u6a21\u5757\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7pip\u5b89\u88c5\u652f\u6301\u4e2d\u6587\u7684\u7b2c\u4e09\u65b9\u5e93\u3002\u4f8b\u5982\uff0c\u4f7f\u7528<code>pip install jieba<\/code>\u53ef\u4ee5\u5b89\u88c5\u4e2d\u6587\u5206\u8bcd\u5e93jieba\u3002\u5728\u9879\u76ee\u4e2d\u5bfc\u5165\u8be5\u5e93\u5e76\u4f7f\u7528\u76f8\u5173\u529f\u80fd\u65f6\uff0c\u786e\u4fdd\u5904\u7406\u4e2d\u6587\u5b57\u7b26\u4e32\u7684\u7f16\u7801\u683c\u5f0f\u6b63\u786e\uff0c\u4ee5\u8fbe\u5230\u6700\u4f73\u6548\u679c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u7684\u4e2d\u6587\u7248\u662f\u6307Python\u7f16\u7a0b\u8bed\u8a00\u5728\u4e2d\u6587\u73af\u5883\u4e0b\u7684\u5e94\u7528\u548c\u5b66\u4e60\u3002Python\u4e2d\u6587\u7248\u7684\u5b66\u4e60\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u4e2d\u6587 [&hellip;]","protected":false},"author":3,"featured_media":1018077,"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\/1018067"}],"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=1018067"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1018067\/revisions"}],"predecessor-version":[{"id":1018078,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1018067\/revisions\/1018078"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1018077"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1018067"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1018067"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1018067"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}