{"id":355,"date":"2025-01-12T08:01:10","date_gmt":"2025-01-12T00:01:10","guid":{"rendered":"http:\/\/sqtcw.cn\/?p=355"},"modified":"2025-01-12T08:01:10","modified_gmt":"2025-01-12T00:01:10","slug":"%e5%ae%89%e8%a3%85python-3-7%e5%92%8c3-8%e6%97%b6%e5%a6%82%e4%bd%95%e9%80%89%e6%8b%a9%e5%90%88%e9%80%82%e7%9a%84%e7%ac%ac%e4%b8%89%e6%96%b9%e5%ba%93%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/www.cnitw.com\/?p=355","title":{"rendered":"\u5b89\u88c5Python 3.7\u548c3.8\u65f6\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u7b2c\u4e09\u65b9\u5e93\uff1f"},"content":{"rendered":"\n<p>\u5728\u5b89\u88c5 Python 3.7 \u548c 3.8 \u65f6\u9009\u62e9\u5408\u9002\u7684\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n<p><strong>\u4e00\u3001\u9879\u76ee\u9700\u6c42<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u660e\u786e\u9879\u76ee\u529f\u80fd\uff1a\u786e\u5b9a\u4f60\u7684\u9879\u76ee\u5177\u4f53\u9700\u8981\u5b9e\u73b0\u54ea\u4e9b\u529f\u80fd\u3002\u4f8b\u5982\uff0c\u5982\u679c\u662f\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u53ef\u80fd\u9700\u8981 <code>pandas<\/code>\u3001<code>numpy<\/code> \u548c <code>matplotlib<\/code> \u7b49\u5e93\uff1b\u5982\u679c\u662f\u8fdb\u884c Web \u5f00\u53d1\uff0c\u53ef\u80fd\u9700\u8981 <code>Django<\/code>\u3001<code>Flask<\/code> \u6216 <code>FastAPI<\/code> \u7b49\u3002<\/li>\n\n\n\n<li>\u68c0\u67e5\u5e93\u7684\u517c\u5bb9\u6027\uff1a\u5728\u9009\u62e9\u7b2c\u4e09\u65b9\u5e93\u65f6\uff0c\u8981\u786e\u4fdd\u5b83\u4eec\u4e0e\u4f60\u9009\u62e9\u7684 Python \u7248\u672c\u517c\u5bb9\u3002\u53ef\u4ee5\u67e5\u770b\u5e93\u7684\u6587\u6863\u6216\u5728 PyPI\uff08Python Package Index\uff09\u4e0a\u67e5\u627e\u5173\u4e8e\u7248\u672c\u517c\u5bb9\u6027\u7684\u4fe1\u606f\u3002\u4e00\u4e9b\u5e93\u53ef\u80fd\u53ea\u652f\u6301\u7279\u5b9a\u7684 Python \u7248\u672c\uff0c\u6216\u8005\u5728\u4e0d\u540c\u7248\u672c\u4e0a\u6709\u4e0d\u540c\u7684\u884c\u4e3a\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u4e8c\u3001\u7a33\u5b9a\u6027\u548c\u6210\u719f\u5ea6<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9009\u62e9\u6210\u719f\u7684\u5e93\uff1a\u4f18\u5148\u9009\u62e9\u90a3\u4e9b\u7ecf\u8fc7\u5e7f\u6cdb\u4f7f\u7528\u548c\u6d4b\u8bd5\u7684\u6210\u719f\u5e93\u3002\u8fd9\u4e9b\u5e93\u901a\u5e38\u5177\u6709\u66f4\u597d\u7684\u7a33\u5b9a\u6027\u3001\u6027\u80fd\u548c\u6587\u6863\u652f\u6301\u3002\u53ef\u4ee5\u67e5\u770b\u5e93\u7684\u53d1\u5e03\u5386\u53f2\u3001\u7528\u6237\u8bc4\u4ef7\u548c\u793e\u533a\u6d3b\u8dc3\u5ea6\u6765\u8bc4\u4f30\u5176\u6210\u719f\u5ea6\u3002<\/li>\n\n\n\n<li>\u907f\u514d\u8fc7\u5ea6\u4f9d\u8d56\u65b0\u5e93\uff1a\u867d\u7136\u65b0\u7684\u5e93\u53ef\u80fd\u63d0\u4f9b\u4e00\u4e9b\u65b0\u9896\u7684\u529f\u80fd\uff0c\u4f46\u5b83\u4eec\u53ef\u80fd\u8fd8\u4e0d\u591f\u7a33\u5b9a\u6216\u5b58\u5728\u4e00\u4e9b\u672a\u88ab\u53d1\u73b0\u7684\u95ee\u9898\u3002\u5728\u9009\u62e9\u65b0\u5e93\u65f6\u8981\u8c28\u614e\uff0c\u5e76\u8fdb\u884c\u5145\u5206\u7684\u6d4b\u8bd5\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u4e09\u3001\u529f\u80fd\u548c\u6027\u80fd<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6bd4\u8f83\u4e0d\u540c\u5e93\u7684\u529f\u80fd\uff1a\u5bf9\u4e8e\u540c\u4e00\u7c7b\u529f\u80fd\uff0c\u53ef\u80fd\u6709\u591a\u4e2a\u7b2c\u4e09\u65b9\u5e93\u53ef\u4f9b\u9009\u62e9\u3002\u6bd4\u8f83\u5b83\u4eec\u7684\u529f\u80fd\u7279\u70b9\u3001\u6613\u7528\u6027\u548c\u6027\u80fd\u8868\u73b0\uff0c\u9009\u62e9\u6700\u9002\u5408\u4f60\u9879\u76ee\u9700\u6c42\u7684\u5e93\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u6570\u636e\u53ef\u89c6\u5316\uff0c<code>matplotlib<\/code>\u3001<code>seaborn<\/code> \u548c <code>plotly<\/code> \u90fd\u6709\u5404\u81ea\u7684\u4f18\u52bf\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u8fdb\u884c\u9009\u62e9\u3002<\/li>\n\n\n\n<li>\u8003\u8651\u6027\u80fd\u9700\u6c42\uff1a\u5982\u679c\u9879\u76ee\u5bf9\u6027\u80fd\u6709\u8f83\u9ad8\u8981\u6c42\uff0c\u53ef\u4ee5\u9009\u62e9\u90a3\u4e9b\u7ecf\u8fc7\u4f18\u5316\u7684\u5e93\u3002\u4e00\u4e9b\u5e93\u53ef\u80fd\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u6216\u590d\u6742\u8ba1\u7b97\u65f6\u8868\u73b0\u66f4\u597d\u3002\u53ef\u4ee5\u67e5\u770b\u5e93\u7684\u6027\u80fd\u6d4b\u8bd5\u62a5\u544a\u6216\u7528\u6237\u53cd\u9988\u6765\u4e86\u89e3\u5176\u6027\u80fd\u60c5\u51b5\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u56db\u3001\u793e\u533a\u652f\u6301\u548c\u6587\u6863<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6d3b\u8dc3\u7684\u793e\u533a\uff1a\u9009\u62e9\u6709\u6d3b\u8dc3\u793e\u533a\u652f\u6301\u7684\u5e93\uff0c\u8fd9\u6837\u5728\u9047\u5230\u95ee\u9898\u65f6\u53ef\u4ee5\u66f4\u5bb9\u6613\u5730\u83b7\u5f97\u5e2e\u52a9\u3002\u53ef\u4ee5\u67e5\u770b\u5e93\u7684 GitHub \u4ed3\u5e93\u3001\u90ae\u4ef6\u5217\u8868\u3001\u8bba\u575b\u7b49\u6e20\u9053\uff0c\u4e86\u89e3\u793e\u533a\u7684\u6d3b\u8dc3\u5ea6\u548c\u54cd\u5e94\u901f\u5ea6\u3002<\/li>\n\n\n\n<li>\u826f\u597d\u7684\u6587\u6863\uff1a\u4e00\u4e2a\u597d\u7684\u7b2c\u4e09\u65b9\u5e93\u5e94\u8be5\u6709\u8be6\u7ec6\u7684\u6587\u6863\uff0c\u5305\u62ec\u5b89\u88c5\u8bf4\u660e\u3001\u4f7f\u7528\u793a\u4f8b\u548c API \u53c2\u8003\u7b49\u3002\u6587\u6863\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u5feb\u5730\u4e86\u89e3\u5e93\u7684\u529f\u80fd\u548c\u4f7f\u7528\u65b9\u6cd5\uff0c\u51cf\u5c11\u5b66\u4e60\u6210\u672c\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u4e94\u3001\u8bb8\u53ef\u8bc1\u548c\u5b89\u5168\u6027<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bb8\u53ef\u8bc1\u5408\u89c4\uff1a\u786e\u4fdd\u9009\u62e9\u7684\u7b2c\u4e09\u65b9\u5e93\u7684\u8bb8\u53ef\u8bc1\u4e0e\u4f60\u7684\u9879\u76ee\u9700\u6c42\u517c\u5bb9\u3002\u4e0d\u540c\u7684\u8bb8\u53ef\u8bc1\u53ef\u80fd\u5bf9\u5546\u4e1a\u4f7f\u7528\u3001\u4fee\u6539\u548c\u5206\u53d1\u6709\u4e0d\u540c\u7684\u9650\u5236\u3002\u5728\u9009\u62e9\u5e93\u65f6\uff0c\u8981\u4e86\u89e3\u5176\u8bb8\u53ef\u8bc1\u6761\u6b3e\uff0c\u907f\u514d\u6f5c\u5728\u7684\u6cd5\u5f8b\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u5b89\u5168\u6027\u8003\u8651\uff1a\u4e00\u4e9b\u7b2c\u4e09\u65b9\u5e93\u53ef\u80fd\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5f71\u54cd\u4f60\u7684\u9879\u76ee\u7684\u5b89\u5168\u6027\u3002\u9009\u62e9\u6765\u81ea\u53ef\u9760\u6765\u6e90\u7684\u5e93\uff0c\u5e76\u5173\u6ce8\u5b89\u5168\u516c\u544a\u548c\u66f4\u65b0\uff0c\u53ca\u65f6\u4fee\u590d\u6f5c\u5728\u7684\u5b89\u5168\u95ee\u9898\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u7b2c\u4e09\u65b9\u5e93\u63a8\u8350\uff1a<\/p>\n\n\n\n<p><strong>\u6570\u636e\u5904\u7406\u548c\u5206\u6790<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>pandas<\/code>\uff1a\u7528\u4e8e\u6570\u636e\u5904\u7406\u548c\u5206\u6790\uff0c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u7ed3\u6784\u548c\u6570\u636e\u5206\u6790\u5de5\u5177\u3002<\/li>\n\n\n\n<li><code>numpy<\/code>\uff1a\u7528\u4e8e\u6570\u503c\u8ba1\u7b97\uff0c\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u591a\u7ef4\u6570\u7ec4\u548c\u6570\u5b66\u51fd\u6570\u3002<\/li>\n\n\n\n<li><code>matplotlib<\/code>\uff1a\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\uff0c\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u7ed8\u56fe\u5e93\u3002<\/li>\n\n\n\n<li><code>seaborn<\/code>\uff1a\u57fa\u4e8e <code>matplotlib<\/code> \u7684\u9ad8\u7ea7\u6570\u636e\u53ef\u89c6\u5316\u5e93\uff0c\u63d0\u4f9b\u4e86\u66f4\u7f8e\u89c2\u7684\u56fe\u5f62\u548c\u7edf\u8ba1\u5206\u6790\u529f\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>Web \u5f00\u53d1<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>Django<\/code>\uff1a\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u5168\u6808 Web \u6846\u67b6\uff0c\u9002\u7528\u4e8e\u5927\u578b\u9879\u76ee\u3002<\/li>\n\n\n\n<li><code>Flask<\/code>\uff1a\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684 Web \u6846\u67b6\uff0c\u7075\u6d3b\u6027\u9ad8\uff0c\u9002\u5408\u5c0f\u578b\u9879\u76ee\u548c\u5feb\u901f\u5f00\u53d1\u3002<\/li>\n\n\n\n<li><code>FastAPI<\/code>\uff1a\u4e00\u4e2a\u57fa\u4e8e Python 3.6+ \u7684\u9ad8\u6027\u80fd Web \u6846\u67b6\uff0c\u652f\u6301\u5f02\u6b65\u7f16\u7a0b\u548c\u81ea\u52a8\u751f\u6210 API \u6587\u6863\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>scikit-learn<\/code>\uff1a\u7528\u4e8e\u673a\u5668\u5b66\u4e60\uff0c\u63d0\u4f9b\u4e86\u5404\u79cd\u7b97\u6cd5\u548c\u5de5\u5177\uff0c\u5982\u5206\u7c7b\u3001\u56de\u5f52\u3001\u805a\u7c7b\u7b49\u3002<\/li>\n\n\n\n<li><code>tensorflow<\/code>\uff1a\u4e00\u4e2a\u6d41\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u652f\u6301\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u548c\u5206\u5e03\u5f0f\u8bad\u7ec3\u3002<\/li>\n\n\n\n<li><code>pytorch<\/code>\uff1a\u53e6\u4e00\u4e2a\u5e7f\u6cdb\u4f7f\u7528\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u5177\u6709\u52a8\u6001\u8ba1\u7b97\u56fe\u548c\u6613\u4e8e\u4f7f\u7528\u7684 API\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u6570\u636e\u5e93\u64cd\u4f5c<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>SQLAlchemy<\/code>\uff1a\u4e00\u4e2a\u5f3a\u5927\u7684 SQL \u5de5\u5177\u5305\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u5e93\u5f15\u64ce\uff0c\u5e76\u63d0\u4f9b\u4e86\u9ad8\u7ea7\u7684 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