{"id":955303,"date":"2024-12-27T02:14:34","date_gmt":"2024-12-26T18:14:34","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/955303.html"},"modified":"2024-12-27T02:14:37","modified_gmt":"2024-12-26T18:14:37","slug":"%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8python%e6%89%be%e5%af%b9%e8%b1%a1","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/955303.html","title":{"rendered":"\u5982\u4f55\u5229\u7528python\u627e\u5bf9\u8c61"},"content":{"rendered":"

\"\u5982\u4f55\u5229\u7528python\u627e\u5bf9\u8c61\"<\/p>\n

\u5229\u7528Python\u627e\u5bf9\u8c61\u7684\u65b9\u5f0f\u4e3b\u8981\u5305\u62ec\uff1a\u6570\u636e\u5206\u6790\u4e0e\u5339\u914d\u3001\u81ea\u52a8\u5316\u7ea6\u4f1a\u5e94\u7528\u7a0b\u5e8f\u3001\u673a\u5668\u5b66\u4e60<\/a>\u7b97\u6cd5\u3001\u793e\u4ea4\u5a92\u4f53\u5206\u6790\u3001\u5174\u8da3\u7231\u597d\u5206\u6790\u3002\u901a\u8fc7\u6570\u636e\u5206\u6790\u4e0e\u5339\u914d\uff0c\u53ef\u4ee5\u4ece\u5927\u91cf\u7684\u4e2a\u4eba\u8d44\u6599\u4e2d\u7b5b\u9009\u51fa\u6700\u5339\u914d\u7684\u5bf9\u8c61\uff1b\u81ea\u52a8\u5316\u7ea6\u4f1a\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u81ea\u52a8\u7ba1\u7406\u548c\u5b89\u6392\u7ea6\u4f1a\uff1b\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u53ef\u4ee5\u63d0\u9ad8\u5339\u914d\u7684\u51c6\u786e\u6027\uff1b\u793e\u4ea4\u5a92\u4f53\u5206\u6790\u5219\u53ef\u4ee5\u5e2e\u52a9\u4e86\u89e3\u6f5c\u5728\u5bf9\u8c61\u7684\u793e\u4ea4\u884c\u4e3a\u548c\u5174\u8da3\uff1b\u5174\u8da3\u7231\u597d\u5206\u6790\u80fd\u591f\u5e2e\u52a9\u8bc6\u522b\u4e0e\u7528\u6237\u6709\u5171\u540c\u5174\u8da3\u7684\u4eba\u7fa4\u3002<\/strong>\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u65b9\u6cd5\u4ee5\u53ca\u5982\u4f55\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u4f7f\u7528Python\u6765\u63d0\u9ad8\u627e\u5bf9\u8c61\u7684\u6548\u7387\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u6570\u636e\u5206\u6790\u4e0e\u5339\u914d<\/p>\n<\/p>\n

\u6570\u636e\u5206\u6790\u5728\u627e\u5bf9\u8c61\u8fc7\u7a0b\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u901a\u8fc7\u5206\u6790\u7528\u6237\u7684\u4e2a\u4eba\u8d44\u6599\u4fe1\u606f\u3001\u5174\u8da3\u7231\u597d\u3001\u751f\u6d3b\u4e60\u60ef\u7b49\uff0c\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u6700\u5339\u914d\u7684\u5bf9\u8c61\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u6570\u636e\u6536\u96c6\u4e0e\u6e05\u6d17<\/strong>
    \u9996\u5148\uff0c\u9700\u8981\u4ece\u5404\u79cd\u793e\u4ea4\u7f51\u7ad9\u3001\u7ea6\u4f1a\u5e94\u7528\u7a0b\u5e8f\u6216\u516c\u5f00\u6570\u636e\u5e93\u6536\u96c6\u7528\u6237\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u901a\u5e38\u5305\u62ec\u59d3\u540d\u3001\u5e74\u9f84\u3001\u6027\u522b\u3001\u5730\u7406\u4f4d\u7f6e\u3001\u5174\u8da3\u7231\u597d\u7b49\u57fa\u672c\u4fe1\u606f\u3002\u6536\u96c6\u5230\u7684\u6570\u636e\u5f80\u5f80\u662f\u6742\u4e71\u65e0\u7ae0\u7684\uff0c\u56e0\u6b64\u9700\u8981\u8fdb\u884c\u6570\u636e\u6e05\u6d17\uff0c\u53bb\u9664\u91cd\u590d\u6570\u636e\u3001\u5904\u7406\u7f3a\u5931\u503c\uff0c\u5e76\u5c06\u6570\u636e\u6807\u51c6\u5316\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/strong>
    \u5229\u7528Python\u7684pandas\u548cmatplotlib\u7b49\u5e93\uff0c\u53ef\u4ee5\u5bf9\u6e05\u6d17\u540e\u7684\u6570\u636e\u8fdb\u884c\u6df1\u5165\u5206\u6790\u3002\u901a\u8fc7\u7edf\u8ba1\u5206\u6790\uff0c\u4e86\u89e3\u6570\u636e\u4e2d\u4e0d\u540c\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u4f8b\u5982\u5e74\u9f84\u4e0e\u5174\u8da3\u7231\u597d\u4e4b\u95f4\u7684\u5173\u8054\u3002\u4f7f\u7528\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u53ef\u4ee5\u66f4\u76f4\u89c2\u5730\u5c55\u793a\u5206\u6790\u7ed3\u679c\uff0c\u5e2e\u52a9\u8bc6\u522b\u6f5c\u5728\u5bf9\u8c61\u3002<\/p>\n<\/p>\n<\/li>\n

  3. \n

    \u5339\u914d\u7b97\u6cd5\u8bbe\u8ba1<\/strong>
    \u57fa\u4e8e\u5206\u6790\u7ed3\u679c\uff0c\u8bbe\u8ba1\u5339\u914d\u7b97\u6cd5\u3002\u6700\u7b80\u5355\u7684\u5339\u914d\u7b97\u6cd5\u662f\u57fa\u4e8e\u5171\u540c\u5174\u8da3\u7231\u597d\u8fdb\u884c\u5339\u914d\uff0c\u4f46\u4e5f\u53ef\u4ee5\u8bbe\u8ba1\u66f4\u590d\u6742\u7684\u7b97\u6cd5\uff0c\u4f8b\u5982\u8003\u8651\u6027\u683c\u7279\u5f81\u3001\u751f\u6d3b\u65b9\u5f0f\u7b49\u56e0\u7d20\u3002Python\u4e2d\u7684scipy\u5e93\u63d0\u4f9b\u4e86\u591a\u79cd\u8ddd\u79bb\u8ba1\u7b97\u65b9\u6cd5\uff0c\u53ef\u4ee5\u7528\u4e8e\u8861\u91cf\u7528\u6237\u4e4b\u95f4\u7684\u76f8\u4f3c\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u81ea\u52a8\u5316\u7ea6\u4f1a\u5e94\u7528\u7a0b\u5e8f<\/p>\n<\/p>\n

    \u5f00\u53d1\u4e00\u4e2a\u81ea\u52a8\u5316\u7ea6\u4f1a\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u6781\u5927\u5730\u63d0\u9ad8\u627e\u5bf9\u8c61\u7684\u6548\u7387\u3002\u8fd9\u6837\u7684\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u81ea\u52a8\u7ba1\u7406\u548c\u5b89\u6392\u7ea6\u4f1a\u3002<\/p>\n<\/p>\n

      \n
    1. \n

      \u5e94\u7528\u7a0b\u5e8f\u6846\u67b6\u9009\u62e9<\/strong>
      \u4f7f\u7528Python\u5f00\u53d1\u7ea6\u4f1a\u5e94\u7528\u7a0b\u5e8f\uff0c\u5e38\u7528\u7684\u6846\u67b6\u5305\u62ecDjango\u548cFlask\u3002Django\u9002\u5408\u5f00\u53d1\u5927\u578b\u3001\u590d\u6742\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u800cFlask\u5219\u9002\u5408\u5f00\u53d1\u5c0f\u578b\u3001\u8f7b\u91cf\u7ea7\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      \u7528\u6237\u754c\u9762\u8bbe\u8ba1<\/strong>
      \u7528\u6237\u754c\u9762\u8bbe\u8ba1\u5bf9\u4e8e\u7ea6\u4f1a\u5e94\u7528\u7a0b\u5e8f\u7684\u6210\u529f\u81f3\u5173\u91cd\u8981\u3002\u754c\u9762\u9700\u8981\u7b80\u6d01\u3001\u76f4\u89c2\uff0c\u4fbf\u4e8e\u7528\u6237\u6d4f\u89c8\u548c\u7ba1\u7406\u7ea6\u4f1a\u4fe1\u606f\u3002\u53ef\u4ee5\u4f7f\u7528HTML\u3001CSS\u548cJavaScript\u8fdb\u884c\u524d\u7aef\u5f00\u53d1\uff0c\u5229\u7528Python\u8fdb\u884c\u540e\u7aef\u903b\u8f91\u5904\u7406\u3002<\/p>\n<\/p>\n<\/li>\n

    3. \n

      \u529f\u80fd\u5b9e\u73b0<\/strong>
      \u5e94\u7528\u7a0b\u5e8f\u7684\u6838\u5fc3\u529f\u80fd\u5305\u62ec\u7528\u6237\u6ce8\u518c\u4e0e\u767b\u5f55\u3001\u4e2a\u4eba\u8d44\u6599\u7ba1\u7406\u3001\u7ea6\u4f1a\u5339\u914d\u4e0e\u63a8\u8350\u3001\u6d88\u606f\u901a\u77e5\u7b49\u3002\u5229\u7528Python\uff0c\u53ef\u4ee5\u5b9e\u73b0\u8fd9\u4e9b\u529f\u80fd\uff0c\u5e76\u901a\u8fc7API\u4e0e\u5176\u4ed6\u793e\u4ea4\u5e73\u53f0\u8fdb\u884c\u6570\u636e\u4ea4\u4e92\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u673a\u5668\u5b66\u4e60\u7b97\u6cd5<\/p>\n<\/p>\n

      \u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u63d0\u9ad8\u7ea6\u4f1a\u5339\u914d\u7684\u51c6\u786e\u6027\u3002\u901a\u8fc7\u8bad\u7ec3\u6a21\u578b\uff0c\u53ef\u4ee5\u8bc6\u522b\u51fa\u6700\u6709\u53ef\u80fd\u6210\u529f\u7684\u5339\u914d\u5bf9\u8c61\u3002<\/p>\n<\/p>\n

        \n
      1. \n

        \u6a21\u578b\u9009\u62e9\u4e0e\u8bad\u7ec3<\/strong>
        \u5e38\u7528\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5305\u62ec\u903b\u8f91\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001\u968f\u673a\u68ee\u6797\u3001\u652f\u6301\u5411\u91cf\u673a\u7b49\u3002\u9009\u62e9\u5408\u9002\u7684\u7b97\u6cd5\u53d6\u51b3\u4e8e\u6570\u636e\u7684\u7279\u70b9\u548c\u5e94\u7528\u573a\u666f\u3002\u4f7f\u7528Python\u7684scikit-learn\u5e93\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u4e0e\u8bc4\u4f30\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u7279\u5f81\u5de5\u7a0b<\/strong>
        \u7279\u5f81\u5de5\u7a0b\u662f\u63d0\u9ad8\u6a21\u578b\u6027\u80fd\u7684\u91cd\u8981\u6b65\u9aa4\u3002\u901a\u8fc7\u521b\u5efa\u65b0\u7279\u5f81\u3001\u9009\u62e9\u91cd\u8981\u7279\u5f81\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u9884\u6d4b\u51c6\u786e\u6027\u3002\u7279\u5f81\u53ef\u4ee5\u5305\u62ec\u7528\u6237\u7684\u5174\u8da3\u7231\u597d\u3001\u793e\u4ea4\u7f51\u7edc\u7279\u5f81\u3001\u5386\u53f2\u7ea6\u4f1a\u8bb0\u5f55\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n

      3. \n

        \u6a21\u578b\u8bc4\u4f30\u4e0e\u4f18\u5316<\/strong>
        \u8bad\u7ec3\u597d\u7684\u6a21\u578b\u9700\u8981\u8fdb\u884c\u8bc4\u4f30\u548c\u4f18\u5316\u3002\u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u3001\u7f51\u683c\u641c\u7d22\u7b49\u65b9\u6cd5\uff0c\u53ef\u4ee5\u9009\u62e9\u6700\u4f73\u53c2\u6570\u7ec4\u5408\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\u8bc4\u4f30\u6307\u6807\u53ef\u4ee5\u5305\u62ec\u51c6\u786e\u7387\u3001\u53ec\u56de\u7387\u3001F1\u5206\u6570\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u56db\u3001\u793e\u4ea4\u5a92\u4f53\u5206\u6790<\/p>\n<\/p>\n

        \u793e\u4ea4\u5a92\u4f53\u662f\u83b7\u53d6\u6f5c\u5728\u5bf9\u8c61\u4fe1\u606f\u7684\u91cd\u8981\u6765\u6e90\u3002\u901a\u8fc7\u5206\u6790\u793e\u4ea4\u5a92\u4f53\u6570\u636e\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u4e86\u89e3\u6f5c\u5728\u5bf9\u8c61\u7684\u793e\u4ea4\u884c\u4e3a\u548c\u5174\u8da3\u3002<\/p>\n<\/p>\n

          \n
        1. \n

          \u793e\u4ea4\u5a92\u4f53\u6570\u636e\u722c\u53d6<\/strong>
          \u5229\u7528Python\u7684BeautifulSoup\u548cSelenium\u7b49\u5e93\uff0c\u53ef\u4ee5\u4ece\u793e\u4ea4\u5a92\u4f53\u7f51\u7ad9\u722c\u53d6\u7528\u6237\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u53ef\u4ee5\u5305\u62ec\u7528\u6237\u53d1\u5e03\u7684\u5e16\u5b50\u3001\u8bc4\u8bba\u3001\u70b9\u8d5e\u7b49\u793e\u4ea4\u884c\u4e3a\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          \u6587\u672c\u5206\u6790\u4e0e\u60c5\u611f\u5206\u6790<\/strong>
          \u5bf9\u722c\u53d6\u5230\u7684\u793e\u4ea4\u5a92\u4f53\u6587\u672c\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u53ef\u4ee5\u8bc6\u522b\u7528\u6237\u7684\u5174\u8da3\u7231\u597d\u3001\u60c5\u611f\u72b6\u6001\u7b49\u3002\u5229\u7528Python\u7684NLTK\u548cTextBlob\u5e93\uff0c\u53ef\u4ee5\u8fdb\u884c\u60c5\u611f\u5206\u6790\uff0c\u5224\u65ad\u7528\u6237\u5bf9\u67d0\u4e00\u8bdd\u9898\u7684\u6001\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n

        3. \n

          \u793e\u4ea4\u7f51\u7edc\u5206\u6790<\/strong>
          \u5206\u6790\u7528\u6237\u7684\u793e\u4ea4\u7f51\u7edc\u5173\u7cfb\uff0c\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u4e0e\u7528\u6237\u6709\u5171\u540c\u597d\u53cb\u6216\u5171\u540c\u5174\u8da3\u7684\u5c0f\u7fa4\u4f53\u3002\u5229\u7528Python\u7684NetworkX\u5e93\uff0c\u53ef\u4ee5\u8fdb\u884c\u793e\u4ea4\u7f51\u7edc\u7684\u53ef\u89c6\u5316\u4e0e\u5206\u6790\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

          \u4e94\u3001\u5174\u8da3\u7231\u597d\u5206\u6790<\/p>\n<\/p>\n

          \u5174\u8da3\u7231\u597d\u662f\u9009\u62e9\u5bf9\u8c61\u7684\u91cd\u8981\u8003\u8651\u56e0\u7d20\u3002\u901a\u8fc7\u5206\u6790\u7528\u6237\u7684\u5174\u8da3\u7231\u597d\uff0c\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u4e0e\u7528\u6237\u6709\u5171\u540c\u5174\u8da3\u7684\u4eba\u7fa4\u3002<\/p>\n<\/p>\n

            \n
          1. \n

            \u5174\u8da3\u6807\u7b7e\u63d0\u53d6<\/strong>
            \u4ece\u7528\u6237\u7684\u4e2a\u4eba\u8d44\u6599\u3001\u793e\u4ea4\u5a92\u4f53\u53d1\u5e03\u7b49\u4e2d\u63d0\u53d6\u5174\u8da3\u6807\u7b7e\u3002\u53ef\u4ee5\u5229\u7528\u5173\u952e\u8bcd\u63d0\u53d6\u3001\u4e3b\u9898\u5efa\u6a21\u7b49\u65b9\u6cd5\uff0c\u81ea\u52a8\u8bc6\u522b\u7528\u6237\u7684\u4e3b\u8981\u5174\u8da3\u9886\u57df\u3002<\/p>\n<\/p>\n<\/li>\n

          2. \n

            \u5174\u8da3\u76f8\u4f3c\u5ea6\u8ba1\u7b97<\/strong>
            \u8ba1\u7b97\u7528\u6237\u4e4b\u95f4\u7684\u5174\u8da3\u76f8\u4f3c\u5ea6\u662f\u5339\u914d\u7b97\u6cd5\u7684\u6838\u5fc3\u3002\u53ef\u4ee5\u5229\u7528\u4f59\u5f26\u76f8\u4f3c\u5ea6\u3001\u6770\u5361\u5fb7\u76f8\u4f3c\u5ea6\u7b49\u65b9\u6cd5\uff0c\u8861\u91cf\u7528\u6237\u5174\u8da3\u6807\u7b7e\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u3002<\/p>\n<\/p>\n<\/li>\n

          3. \n

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