{"id":926432,"date":"2024-12-26T15:51:16","date_gmt":"2024-12-26T07:51:16","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/926432.html"},"modified":"2024-12-26T15:51:18","modified_gmt":"2024-12-26T07:51:18","slug":"%e5%a6%82%e4%bd%95%e6%95%99%e4%ba%bapython","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/926432.html","title":{"rendered":"\u5982\u4f55\u6559\u4ebaPython"},"content":{"rendered":"

\"\u5982\u4f55\u6559\u4ebaPython\"<\/p>\n

\u6559\u4ebaPython\u7684\u6838\u5fc3\u8981\u70b9\u5305\u62ec\uff1a\u660e\u786e\u5b66\u4e60\u76ee\u6807\u3001\u5229\u7528\u4e92\u52a8\u5f0f\u6559\u5b66\u3001\u63d0\u4f9b\u5b9e\u7528\u7684\u7ec3\u4e60\u3001\u9f13\u52b1\u72ec\u7acb\u601d\u8003\u3001\u63d0\u4f9b\u4e30\u5bcc\u7684\u8d44\u6e90\u3002<\/strong>\u660e\u786e\u5b66\u4e60\u76ee\u6807\u662f\u6559\u80b2\u4e2d\u6700\u91cd\u8981\u7684\u4e00\u6b65\u3002\u4e86\u89e3\u5b66\u4e60\u8005\u7684\u76ee\u6807\u548c\u9700\u6c42\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u6307\u5bfc\u4ed6\u4eec\u5b66\u4e60Python\u7684\u5404\u4e2a\u65b9\u9762\u3002\u662f\u5426\u662f\u4e3a\u4e86\u6570\u636e\u5206\u6790\u3001Web\u5f00\u53d1\u8fd8\u662f\u5176\u4ed6\u5e94\u7528\uff0c\u90fd\u4f1a\u5f71\u54cd\u6559\u5b66\u5185\u5bb9\u7684\u4fa7\u91cd\u70b9\u3002\u4e3a\u4e86\u8ba9\u5b66\u4e60\u8005\u66f4\u52a0\u6295\u5165\uff0c\u6559\u5b66\u4e2d\u5e94\u91c7\u7528\u4e92\u52a8\u5f0f\u65b9\u6cd5\uff0c\u5982\u5b9e\u65f6\u7f16\u5199\u4ee3\u7801\u3001\u53c2\u4e0e\u8ba8\u8bba\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<\/p>\n

\u5728\u63d0\u4f9b\u5b9e\u7528\u7ec3\u4e60\u65b9\u9762\uff0c\u786e\u4fdd\u7ec3\u4e60\u4e0e\u73b0\u5b9e\u5e94\u7528\u76f8\u5173\uff0c\u80fd\u591f\u5e2e\u52a9\u5b66\u4e60\u8005\u7406\u89e3Python\u5728\u5b9e\u9645\u95ee\u9898\u4e2d\u7684\u5e94\u7528\u3002\u8fd9\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u5b66\u4e60\u7684\u6548\u7387\uff0c\u4e5f\u589e\u52a0\u4e86\u5b66\u4e60\u7684\u8da3\u5473\u6027\u3002\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\uff0c\u9f13\u52b1\u5b66\u4e60\u8005\u72ec\u7acb\u601d\u8003\u548c\u89e3\u51b3\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u7b54\u6848\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u63d0\u9ad8\u4ed6\u4eec\u7684\u5206\u6790\u80fd\u529b\u548c\u81ea\u4fe1\u5fc3\uff0c\u4ece\u800c\u66f4\u597d\u5730\u638c\u63e1Python\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u660e\u786e\u5b66\u4e60\u76ee\u6807<\/p>\n<\/p>\n

\u5728\u6559\u6388Python\u65f6\uff0c\u9996\u5148\u8981\u4e86\u89e3\u5b66\u4e60\u8005\u7684\u76ee\u6807\u662f\u4ec0\u4e48\u3002\u8fd9\u53ef\u80fd\u5305\u62ec\uff1a<\/p>\n<\/p>\n

    \n
  1. \n

    \u4e86\u89e3Python\u7684\u57fa\u672c\u8bed\u6cd5\u548c\u7ed3\u6784<\/strong>\uff1a\u5bf9\u4e8e\u521d\u5b66\u8005\uff0c\u9996\u5148\u9700\u8981\u638c\u63e1Python\u7684\u57fa\u672c\u8bed\u6cd5\u3002\u8fd9\u5305\u62ec\u53d8\u91cf\u3001\u6570\u636e\u7c7b\u578b\u3001\u63a7\u5236\u7ed3\u6784\uff08\u5982if\u8bed\u53e5\u3001for\u5faa\u73af\u548cwhile\u5faa\u73af\uff09\u3001\u51fd\u6570\u5b9a\u4e49\u548c\u8c03\u7528\u7b49\u3002\u638c\u63e1\u8fd9\u4e9b\u57fa\u672c\u8bed\u6cd5\u662f\u5b66\u4e60Python\u7684\u57fa\u7840\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u6570\u636e\u5206\u6790\u548c\u79d1\u5b66\u8ba1\u7b97<\/strong>\uff1a\u5f88\u591a\u4eba\u5b66\u4e60Python\u662f\u4e3a\u4e86\u5904\u7406\u6570\u636e\u548c\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u3002Python\u6709\u5f88\u591a\u5f3a\u5927\u7684\u5e93\uff0c\u5982Pandas\u3001NumPy\u548cSciPy\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5b66\u4e60\u8005\u8fdb\u884c\u6570\u636e\u64cd\u4f5c\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002<\/p>\n<\/p>\n<\/li>\n

  3. \n

    Web\u5f00\u53d1<\/strong>\uff1aPython\u5728Web\u5f00\u53d1\u4e2d\u4e5f\u975e\u5e38\u53d7\u6b22\u8fce\uff0c\u7279\u522b\u662f\u4f7f\u7528\u6846\u67b6\u5982Django\u548cFlask\u3002\u56e0\u6b64\uff0c\u5982\u679c\u5b66\u4e60\u8005\u7684\u76ee\u6807\u662f\u5f00\u53d1Web\u5e94\u7528\u7a0b\u5e8f\uff0c\u90a3\u4e48\u9700\u8981\u4e13\u6ce8\u4e8e\u8fd9\u4e9b\u6846\u67b6\u7684\u5b66\u4e60\u3002<\/p>\n<\/p>\n<\/li>\n

  4. \n

    \u673a\u5668\u5b66\u4e60<\/a>\u548c\u4eba\u5de5\u667a\u80fd<\/a><\/strong>\uff1aPython\u662f\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u9996\u9009\u8bed\u8a00\u4e4b\u4e00\u3002\u5b66\u4e60\u8005\u53ef\u80fd\u9700\u8981\u638c\u63e1\u5e93\u5982TensorFlow\u3001Keras\u548cscikit-learn\uff0c\u4ee5\u4fbf\u5728\u8fd9\u4e9b\u9886\u57df\u8fdb\u884c\u5f00\u53d1\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u5229\u7528\u4e92\u52a8\u5f0f\u6559\u5b66<\/p>\n<\/p>\n

    \u4e92\u52a8\u5f0f\u6559\u5b66\u80fd\u591f\u66f4\u597d\u5730\u5438\u5f15\u5b66\u4e60\u8005\u7684\u6ce8\u610f\u529b\uff0c\u5e76\u8ba9\u4ed6\u4eec\u66f4\u597d\u5730\u638c\u63e1Python\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n

      \n
    1. \n

      \u5b9e\u65f6\u7f16\u5199\u4ee3\u7801<\/strong>\uff1a\u5728\u6559\u5b66\u8fc7\u7a0b\u4e2d\uff0c\u6559\u5e08\u53ef\u4ee5\u4e0e\u5b66\u4e60\u8005\u4e00\u8d77\u7f16\u5199\u4ee3\u7801\u3002\u8fd9\u4e0d\u4ec5\u80fd\u591f\u8ba9\u5b66\u4e60\u8005\u66f4\u597d\u5730\u7406\u89e3\u4ee3\u7801\u7684\u7ed3\u6784\u548c\u903b\u8f91\uff0c\u8fd8\u80fd\u591f\u5e2e\u52a9\u4ed6\u4eec\u5c3d\u5feb\u8bc6\u522b\u548c\u7ea0\u6b63\u9519\u8bef\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      \u5c0f\u7ec4\u8ba8\u8bba<\/strong>\uff1a\u901a\u8fc7\u5c0f\u7ec4\u8ba8\u8bba\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u5206\u4eab\u81ea\u5df1\u7684\u89c2\u70b9\u548c\u7ecf\u9a8c\uff0c\u4ece\u800c\u52a0\u6df1\u5bf9Python\u7684\u7406\u89e3\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u5b66\u4e60\u8005\u7684\u6c9f\u901a\u80fd\u529b\u548c\u56e2\u961f\u5408\u4f5c\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n

    3. \n

      \u89e3\u51b3\u5b9e\u9645\u95ee\u9898<\/strong>\uff1a\u901a\u8fc7\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u66f4\u597d\u5730\u7406\u89e3Python\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\u7684\u5e94\u7528\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u4ed6\u4eec\u7684\u5206\u6790\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u63d0\u4f9b\u5b9e\u7528\u7684\u7ec3\u4e60<\/p>\n<\/p>\n

      \u63d0\u4f9b\u5b9e\u7528\u7684\u7ec3\u4e60\u53ef\u4ee5\u5e2e\u52a9\u5b66\u4e60\u8005\u5c06\u7406\u8bba\u77e5\u8bc6\u5e94\u7528\u5230\u5b9e\u8df5\u4e2d\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\uff1a<\/p>\n<\/p>\n

        \n
      1. \n

        \u9879\u76ee\u9a71\u52a8\u5b66\u4e60<\/strong>\uff1a\u8ba9\u5b66\u4e60\u8005\u53c2\u4e0e\u5b9e\u9645\u9879\u76ee\uff0c\u4ece\u800c\u66f4\u597d\u5730\u7406\u89e3Python\u7684\u5e94\u7528\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u8ba9\u5b66\u4e60\u8005\u5f00\u53d1\u4e00\u4e2a\u7b80\u5355\u7684Web\u5e94\u7528\u7a0b\u5e8f\uff0c\u6216\u8005\u8fdb\u884c\u4e00\u4e2a\u6570\u636e\u5206\u6790\u9879\u76ee\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u4ee3\u7801\u6311\u6218<\/strong>\uff1a\u901a\u8fc7\u4ee3\u7801\u6311\u6218\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u63d0\u9ad8\u81ea\u5df1\u7684\u7f16\u7a0b\u6280\u5de7\u548c\u95ee\u9898\u89e3\u51b3\u80fd\u529b\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u4ed6\u4eec\u7684\u7ade\u4e89\u610f\u8bc6\u548c\u6210\u5c31\u611f\u3002<\/p>\n<\/p>\n<\/li>\n

      3. \n

        \u5b9a\u671f\u6d4b\u8bd5<\/strong>\uff1a\u901a\u8fc7\u5b9a\u671f\u6d4b\u8bd5\uff0c\u6559\u5e08\u53ef\u4ee5\u8bc4\u4f30\u5b66\u4e60\u8005\u7684\u8fdb\u6b65\uff0c\u5e76\u6839\u636e\u4ed6\u4eec\u7684\u8868\u73b0\u8c03\u6574\u6559\u5b66\u8ba1\u5212\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u5b66\u4e60\u8005\u7684\u5b66\u4e60\u52a8\u673a\u548c\u81ea\u4fe1\u5fc3\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u56db\u3001\u9f13\u52b1\u72ec\u7acb\u601d\u8003<\/p>\n<\/p>\n

        \u72ec\u7acb\u601d\u8003\u662f\u5b66\u4e60Python\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\uff1a<\/p>\n<\/p>\n

          \n
        1. \n

          \u5f15\u5bfc\u800c\u975e\u89e3\u7b54<\/strong>\uff1a\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\uff0c\u9f13\u52b1\u5b66\u4e60\u8005\u81ea\u5df1\u53bb\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u544a\u8bc9\u4ed6\u4eec\u7b54\u6848\u3002\u8fd9\u79cd\u65b9\u6cd5\u80fd\u591f\u63d0\u9ad8\u4ed6\u4eec\u7684\u5206\u6790\u80fd\u529b\u548c\u81ea\u4fe1\u5fc3\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          \u57f9\u517b\u6279\u5224\u6027\u601d\u7ef4<\/strong>\uff1a\u901a\u8fc7\u57f9\u517b\u6279\u5224\u6027\u601d\u7ef4\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u66f4\u597d\u5730\u5206\u6790\u548c\u89e3\u51b3\u95ee\u9898\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u4ed6\u4eec\u7684\u521b\u9020\u529b\u548c\u521b\u65b0\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n

        3. \n

          \u63d0\u4f9b\u53cd\u9988<\/strong>\uff1a\u901a\u8fc7\u63d0\u4f9b\u53cd\u9988\uff0c\u6559\u5e08\u53ef\u4ee5\u5e2e\u52a9\u5b66\u4e60\u8005\u4e86\u89e3\u81ea\u5df1\u7684\u4f18\u70b9\u548c\u4e0d\u8db3\uff0c\u5e76\u6307\u5bfc\u4ed6\u4eec\u5982\u4f55\u6539\u8fdb\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u5b66\u4e60\u8005\u7684\u5b66\u4e60\u52a8\u673a\u548c\u81ea\u4fe1\u5fc3\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

          \u4e94\u3001\u63d0\u4f9b\u4e30\u5bcc\u7684\u8d44\u6e90<\/p>\n<\/p>\n

          \u63d0\u4f9b\u4e30\u5bcc\u7684\u8d44\u6e90\u53ef\u4ee5\u5e2e\u52a9\u5b66\u4e60\u8005\u66f4\u597d\u5730\u5b66\u4e60Python\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\uff1a<\/p>\n<\/p>\n

            \n
          1. \n

            \u63a8\u8350\u4e66\u7c4d\u548c\u5728\u7ebf\u8bfe\u7a0b<\/strong>\uff1a\u901a\u8fc7\u63a8\u8350\u4e66\u7c4d\u548c\u5728\u7ebf\u8bfe\u7a0b\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u66f4\u597d\u5730\u7406\u89e3Python\u7684\u7406\u8bba\u77e5\u8bc6\u548c\u5b9e\u9645\u5e94\u7528\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u4ed6\u4eec\u7684\u5b66\u4e60\u6548\u7387\u548c\u5174\u8da3\u3002<\/p>\n<\/p>\n<\/li>\n

          2. \n

            \u63d0\u4f9b\u5b66\u4e60\u5de5\u5177\u548c\u5e73\u53f0<\/strong>\uff1a\u901a\u8fc7\u63d0\u4f9b\u5b66\u4e60\u5de5\u5177\u548c\u5e73\u53f0\uff0c\u5982Jupyter Notebook\u548cGoogle Colab\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u8fdb\u884c\u7f16\u7a0b\u548c\u5b9e\u9a8c\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u4ed6\u4eec\u7684\u7f16\u7a0b\u6280\u5de7\u548c\u95ee\u9898\u89e3\u51b3\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n

          3. \n

            \u521b\u5efa\u5b66\u4e60\u793e\u533a<\/strong>\uff1a\u901a\u8fc7\u521b\u5efa\u5b66\u4e60\u793e\u533a\uff0c\u5b66\u4e60\u8005\u53ef\u4ee5\u4e0e\u5176\u4ed6\u5b66\u4e60\u8005\u5206\u4eab\u7ecf\u9a8c\u548c\u89c2\u70b9\uff0c\u4ece\u800c\u66f4\u597d\u5730\u7406\u89e3Python\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u80fd\u591f\u63d0\u9ad8\u4ed6\u4eec\u7684\u6c9f\u901a\u80fd\u529b\u548c\u56e2\u961f\u5408\u4f5c\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

            \u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u6559\u5e08\u53ef\u4ee5\u66f4\u597d\u5730\u6559\u6388Python\uff0c\u5e76\u5e2e\u52a9\u5b66\u4e60\u8005\u638c\u63e1\u8fd9\u95e8\u7f16\u7a0b\u8bed\u8a00\u3002\u65e0\u8bba\u662f\u521d\u5b66\u8005\u8fd8\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u7a0b\u5e8f\u5458\uff0c\u901a\u8fc7\u8fd9\u79cd\u7ed3\u6784\u5316\u548c\u4e92\u52a8\u5f0f\u7684\u5b66\u4e60\u65b9\u6cd5\uff0c\u90fd\u53ef\u4ee5\u63d0\u9ad8\u4ed6\u4eec\u7684\u7f16\u7a0b\u6280\u5de7\u548c\u95ee\u9898\u89e3\u51b3\u80fd\u529b\u3002<\/p>\n<\/p>\n

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