{"id":991044,"date":"2024-12-27T08:25:21","date_gmt":"2024-12-27T00:25:21","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/991044.html"},"modified":"2024-12-27T08:25:24","modified_gmt":"2024-12-27T00:25:24","slug":"python%e5%b0%b1%e4%b8%9a%e7%8e%87%e5%a6%82%e4%bd%95","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/991044.html","title":{"rendered":"python\u5c31\u4e1a\u7387\u5982\u4f55"},"content":{"rendered":"

\"python\u5c31\u4e1a\u7387\u5982\u4f55\"<\/p>\n

\u5f00\u5934\u6bb5\u843d:
Python\u7684\u5c31\u4e1a\u7387\u5728\u8fd1\u5e74\u6765\u6301\u7eed\u589e\u957f\u3001\u5176\u5e7f\u6cdb\u5e94\u7528\u4e8e\u591a\u4e2a\u884c\u4e1a\u4ee5\u53caPython\u5f00\u53d1\u4eba\u5458\u7684\u9ad8\u9700\u6c42\u9a71\u52a8\u4e86\u8fd9\u4e00\u8d8b\u52bf<\/strong>\u3002Python\u7684\u5c31\u4e1a\u673a\u4f1a\u4e4b\u6240\u4ee5\u5982\u6b64\u4e30\u5bcc\uff0c\u4e3b\u8981\u662f\u56e0\u4e3a\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\uff0c\u4f7f\u5176\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u3001\u673a\u5668\u5b66\u4e60<\/a>\u3001Web\u5f00\u53d1\u7b49\u9886\u57df\u7684\u9996\u9009\u8bed\u8a00\u3002\u7279\u522b\u662f\u5728\u6570\u636e\u79d1\u5b66\u9886\u57df\uff0cPython\u51e0\u4e4e\u662f\u4e0d\u53ef\u66ff\u4ee3\u7684\uff0c\u56e0\u4e3a\u5b83\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5de5\u5177\uff0c\u5982Pandas\u3001NumPy\u548cSciPy\u7b49\u3002\u6b64\u5916\uff0cPython\u7684\u793e\u533a\u6d3b\u8dc3\u5ea6\u4e5f\u4e3a\u5176\u5c31\u4e1a\u5e02\u573a\u63d0\u4f9b\u4e86\u826f\u597d\u7684\u652f\u6301\uff0c\u4f7f\u5f97\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u5feb\u901f\u89e3\u51b3\u95ee\u9898\u5e76\u638c\u63e1\u65b0\u6280\u80fd\u3002<\/p>\n<\/p>\n

\u4e00\u3001PYTHON\u7684\u5e94\u7528\u9886\u57df<\/p>\n<\/p>\n

Python\u56e0\u5176\u7075\u6d3b\u6027\u548c\u6613\u4e8e\u5b66\u4e60\u7684\u7279\u70b9\uff0c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u591a\u4e2a\u9886\u57df\u3002\u4e86\u89e3\u8fd9\u4e9b\u9886\u57df\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3Python\u7684\u5c31\u4e1a\u5e02\u573a\u3002<\/p>\n<\/p>\n

    \n
  1. \u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60<\/li>\n<\/ol>\n

    Python\u5728\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u5e94\u7528\u51e0\u4e4e\u5df2\u7ecf\u6210\u4e3a\u884c\u4e1a\u6807\u51c6\u3002\u5176\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5e93\uff0c\u5982Pandas\u3001NumPy\u3001SciPy\u4ee5\u53ca\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5e93\u5982Scikit-learn\u548cTensorFlow\uff0c\u4f7f\u5f97Python\u5728\u5904\u7406\u5927\u6570\u636e\u548c\u6784\u5efa\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u65b9\u9762\u5177\u6709\u663e\u8457\u4f18\u52bf\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u4f01\u4e1a\u4f9d\u8d56Python\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u5546\u4e1a\u667a\u80fd\uff0c\u8fd9\u4e5f\u63a8\u52a8\u4e86\u5bf9Python\u5f00\u53d1\u4eba\u5458\u7684\u9700\u6c42\u3002<\/p>\n<\/p>\n

      \n
    1. Web\u5f00\u53d1<\/li>\n<\/ol>\n

      Python\u5728Web\u5f00\u53d1\u4e2d\u7684\u5e94\u7528\u4e5f\u975e\u5e38\u5e7f\u6cdb\u3002Django\u548cFlask\u662f\u4e24\u4e2a\u6d41\u884c\u7684Python Web\u6846\u67b6\uff0c\u5b83\u4eec\u7b80\u5316\u4e86Web\u5e94\u7528\u7a0b\u5e8f\u7684\u5f00\u53d1\u8fc7\u7a0b\uff0c\u4f7f\u5f97Python\u6210\u4e3a\u5feb\u901f\u5f00\u53d1\u548c\u90e8\u7f72Web\u5e94\u7528\u7684\u7406\u60f3\u9009\u62e9\u3002\u8bb8\u591a\u521d\u521b\u516c\u53f8\u548c\u5927\u578b\u4f01\u4e1a\u90fd\u5728\u4f7f\u7528Python\u6765\u6784\u5efa\u5176Web\u670d\u52a1\uff0c\u8fd9\u4f7f\u5f97\u719f\u6089Python Web\u5f00\u53d1\u7684\u7a0b\u5e8f\u5458\u5728\u5c31\u4e1a\u5e02\u573a\u4e0a\u975e\u5e38\u62a2\u624b\u3002<\/p>\n<\/p>\n

      \u4e8c\u3001PYTHON\u7684\u4f18\u52bf<\/p>\n<\/p>\n

      Python\u4e4b\u6240\u4ee5\u5728\u5c31\u4e1a\u5e02\u573a\u4e0a\u62e5\u6709\u5982\u6b64\u9ad8\u7684\u9700\u6c42\uff0c\u4e0e\u5176\u81ea\u8eab\u7684\u591a\u91cd\u4f18\u52bf\u5bc6\u4e0d\u53ef\u5206\u3002<\/p>\n<\/p>\n

        \n
      1. \u7b80\u6d01\u6613\u5b66<\/li>\n<\/ol>\n

        Python\u4ee5\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u6613\u4e8e\u5b66\u4e60\u7684\u7279\u6027\u8457\u79f0\uff0c\u8fd9\u4f7f\u5f97\u521d\u5b66\u8005\u80fd\u591f\u5feb\u901f\u4e0a\u624b\u3002\u540c\u65f6\uff0cPython\u7684\u4ee3\u7801\u53ef\u8bfb\u6027\u5f3a\uff0c\u4f7f\u5f97\u56e2\u961f\u534f\u4f5c\u548c\u4ee3\u7801\u7ef4\u62a4\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5728\u5bfb\u627e\u5f00\u53d1\u4eba\u5458\u65f6\uff0cPython\u5f00\u53d1\u8005\u5f80\u5f80\u66f4\u53d7\u6b22\u8fce\u3002<\/p>\n<\/p>\n

          \n
        1. \u5f3a\u5927\u7684\u793e\u533a\u652f\u6301<\/li>\n<\/ol>\n

          Python\u62e5\u6709\u4e00\u4e2a\u6d3b\u8dc3\u4e14\u5e9e\u5927\u7684\u5f00\u53d1\u8005\u793e\u533a\uff0c\u8fd9\u610f\u5473\u7740\u65e0\u8bba\u9047\u5230\u4ec0\u4e48\u95ee\u9898\uff0c\u51e0\u4e4e\u603b\u80fd\u627e\u5230\u89e3\u51b3\u65b9\u6848\u3002\u6b64\u5916\uff0c\u793e\u533a\u7684\u6d3b\u8dc3\u5ea6\u4e5f\u4fc3\u4f7f\u4e86\u5927\u91cf\u7b2c\u4e09\u65b9\u5e93\u548c\u5de5\u5177\u7684\u5f00\u53d1\uff0c\u8fd9\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86Python\u7684\u529f\u80fd\u548c\u5e94\u7528\u9886\u57df\u3002\u4f01\u4e1a\u5728\u9009\u62e9\u6280\u672f\u6808\u65f6\uff0c\u5f80\u5f80\u4f1a\u8003\u8651\u793e\u533a\u652f\u6301\u7684\u5f3a\u5f31\uff0c\u8fd9\u4e5f\u662fPython\u53d7\u6b22\u8fce\u7684\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n<\/p>\n

          \u4e09\u3001PYTHON\u5728\u4e0d\u540c\u884c\u4e1a\u7684\u9700\u6c42<\/p>\n<\/p>\n

          Python\u5728\u4e0d\u540c\u884c\u4e1a\u4e2d\u7684\u9700\u6c42\u5dee\u5f02\u663e\u8457\uff0c\u8fd9\u4e5f\u5f71\u54cd\u4e86\u5176\u5728\u5c31\u4e1a\u5e02\u573a\u4e0a\u7684\u8868\u73b0\u3002<\/p>\n<\/p>\n

            \n
          1. \u91d1\u878d\u884c\u4e1a<\/li>\n<\/ol>\n

            \u5728\u91d1\u878d\u884c\u4e1a\uff0cPython\u88ab\u5e7f\u6cdb\u7528\u4e8e\u7b97\u6cd5\u4ea4\u6613\u3001\u98ce\u9669\u7ba1\u7406\u548c\u91d1\u878d\u6570\u636e\u5206\u6790\u3002\u5176\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u548c\u4e30\u5bcc\u7684\u91d1\u878d\u8ba1\u7b97\u5e93\u4f7f\u5f97Python\u6210\u4e3a\u91d1\u878d\u4ece\u4e1a\u8005\u7684\u9996\u9009\u8bed\u8a00\u3002\u968f\u7740\u91d1\u878d\u79d1\u6280\uff08FinTech\uff09\u7684\u5174\u8d77\uff0c\u5bf9Python\u5f00\u53d1\u4eba\u5458\u7684\u9700\u6c42\u4e5f\u5728\u4e0d\u65ad\u589e\u957f\u3002<\/p>\n<\/p>\n

              \n
            1. \u533b\u7597\u884c\u4e1a<\/li>\n<\/ol>\n

              Python\u5728\u533b\u7597\u884c\u4e1a\u7684\u5e94\u7528\u4e3b\u8981\u4f53\u73b0\u5728\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u6784\u5efa\u4e0a\u3002\u533b\u7597\u6570\u636e\u7684\u590d\u6742\u6027\u548c\u591a\u6837\u6027\u9700\u8981\u5f3a\u5927\u7684\u5de5\u5177\u6765\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0cPython\u5728\u8fd9\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002\u8bb8\u591a\u533b\u7597\u673a\u6784\u548c\u7814\u7a76\u7ec4\u7ec7\u6b63\u5728\u4f7f\u7528Python\u6765\u4f18\u5316\u533b\u7597\u6570\u636e\u7684\u7ba1\u7406\u548c\u5206\u6790\uff0c\u8fd9\u4e5f\u63a8\u52a8\u4e86Python\u5728\u8be5\u9886\u57df\u7684\u5c31\u4e1a\u673a\u4f1a\u3002<\/p>\n<\/p>\n

              \u56db\u3001\u5982\u4f55\u63d0\u5347PYTHON\u7684\u5c31\u4e1a\u7ade\u4e89\u529b<\/p>\n<\/p>\n

              \u5c3d\u7ba1Python\u7684\u5c31\u4e1a\u5e02\u573a\u5e7f\u9614\uff0c\u4f46\u6c42\u804c\u8005\u4ecd\u9700\u5177\u5907\u4e00\u5b9a\u7684\u7ade\u4e89\u529b\u624d\u80fd\u8131\u9896\u800c\u51fa\u3002<\/p>\n<\/p>\n

                \n
              1. \u638c\u63e1\u591a\u4e2aPython\u5e93<\/li>\n<\/ol>\n

                \u719f\u7ec3\u638c\u63e1Python\u7684\u591a\u4e2a\u5e93\u662f\u63d0\u5347\u5c31\u4e1a\u7ade\u4e89\u529b\u7684\u5173\u952e\u3002\u9664\u4e86\u57fa\u672c\u7684Pandas\u3001NumPy\u5916\uff0c\u6c42\u804c\u8005\u8fd8\u5e94\u719f\u6089TensorFlow\u3001Keras\u7b49\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u4ee5\u53caDjango\u3001Flask\u7b49Web\u5f00\u53d1\u6846\u67b6\u3002\u8fd9\u4e9b\u6280\u80fd\u5c06\u4f7f\u4f60\u5728\u6c42\u804c\u65f6\u5177\u5907\u66f4\u5927\u7684\u4f18\u52bf\u3002<\/p>\n<\/p>\n

                  \n
                1. \u5b9e\u8df5\u4e0e\u9879\u76ee\u7ecf\u9a8c<\/li>\n<\/ol>\n

                  \u62e5\u6709\u5b9e\u9645\u7684\u9879\u76ee\u7ecf\u9a8c\u662f\u6c42\u804c\u65f6\u7684\u5de8\u5927\u4f18\u52bf\u3002\u901a\u8fc7\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u6216\u5728GitHub\u4e0a\u53d1\u5e03\u81ea\u5df1\u7684\u9879\u76ee\uff0c\u53ef\u4ee5\u5c55\u793a\u4f60\u7684\u5b9e\u9645\u80fd\u529b\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u3002\u6b64\u5916\uff0c\u53c2\u52a0\u7f16\u7a0b\u7ade\u8d5b\u6216\u6280\u672f\u4ea4\u6d41\u6d3b\u52a8\u4e5f\u80fd\u63d0\u5347\u4f60\u7684\u77e5\u540d\u5ea6\u548c\u5f71\u54cd\u529b\u3002<\/p>\n<\/p>\n

                  \u4e94\u3001PYTHON\u7684\u672a\u6765\u53d1\u5c55\u8d8b\u52bf<\/p>\n<\/p>\n

                    \n
                  1. \u4eba\u5de5\u667a\u80fd<\/a>\u4e0e\u81ea\u52a8\u5316<\/li>\n<\/ol>\n

                    \u4eba\u5de5\u667a\u80fd\u548c\u81ea\u52a8\u5316\u662f\u672a\u6765\u6280\u672f\u53d1\u5c55\u7684\u4e24\u4e2a\u91cd\u8981\u65b9\u5411\uff0c\u800cPython\u5728\u8fd9\u4e24\u4e2a\u9886\u57df\u4e2d\u626e\u6f14\u7740\u5173\u952e\u89d2\u8272\u3002\u968f\u7740AI<\/a>\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u5bf9Python\u4e13\u4e1a\u6280\u80fd\u7684\u9700\u6c42\u5c06\u6301\u7eed\u589e\u957f\u3002\u638c\u63e1AI\u548c\u81ea\u52a8\u5316\u76f8\u5173\u7684Python\u6280\u672f\u5c06\u4e3a\u6c42\u804c\u8005\u5e26\u6765\u66f4\u591a\u7684\u673a\u4f1a\u3002<\/p>\n<\/p>\n

                      \n
                    1. \u6559\u80b2\u4e0e\u57f9\u8bad<\/li>\n<\/ol>\n

                      Python\u56e0\u5176\u6613\u4e8e\u5b66\u4e60\u7684\u7279\u70b9\uff0c\u8d8a\u6765\u8d8a\u591a\u5730\u88ab\u5e94\u7528\u4e8e\u6559\u80b2\u548c\u57f9\u8bad\u9886\u57df\u3002\u8bb8\u591a\u7f16\u7a0b\u57f9\u8bad\u673a\u6784\u548c\u5b66\u6821\u90fd\u5c06Python\u4f5c\u4e3a\u5165\u95e8\u8bfe\u7a0b\uff0c\u8fd9\u4e5f\u63a8\u52a8\u4e86\u5bf9Python\u6559\u80b2\u5de5\u4f5c\u8005\u7684\u9700\u6c42\u3002\u968f\u7740\u7f16\u7a0b\u6559\u80b2\u7684\u666e\u53ca\uff0cPython\u5728\u6559\u80b2\u9886\u57df\u7684\u5c31\u4e1a\u673a\u4f1a\u4e5f\u5c06\u4e0d\u65ad\u589e\u52a0\u3002<\/p>\n<\/p>\n

                      \u516d\u3001\u603b\u7ed3<\/p>\n<\/p>\n

                      Python\u7684\u5c31\u4e1a\u7387\u5728\u672a\u6765\u51e0\u5e74\u4ecd\u5c06\u4fdd\u6301\u4e0a\u5347\u8d8b\u52bf\uff0c\u8fd9\u662f\u7531\u5176\u5e7f\u6cdb\u7684\u5e94\u7528\u9886\u57df\u548c\u5f3a\u5927\u7684\u793e\u533a\u652f\u6301\u6240\u51b3\u5b9a\u7684\u3002\u4e3a\u4e86\u5728\u6fc0\u70c8\u7684\u5c31\u4e1a\u5e02\u573a\u4e2d\u8131\u9896\u800c\u51fa\uff0c\u6c42\u804c\u8005\u9700\u8981\u4e0d\u65ad\u63d0\u5347\u81ea\u5df1\u7684\u6280\u672f\u80fd\u529b\uff0c\u638c\u63e1\u591a\u79cdPython\u5e93\uff0c\u5e76\u79ef\u7d2f\u4e30\u5bcc\u7684\u9879\u76ee\u7ecf\u9a8c\u3002\u6b64\u5916\uff0c\u5173\u6ce8Python\u5728\u4eba\u5de5\u667a\u80fd\u3001\u81ea\u52a8\u5316\u548c\u6559\u80b2\u9886\u57df\u7684\u53d1\u5c55\u8d8b\u52bf\uff0c\u4e5f\u80fd\u4e3a\u6c42\u804c\u8005\u63d0\u4f9b\u66f4\u591a\u7684\u5c31\u4e1a\u673a\u4f1a\u3002Python\u4f5c\u4e3a\u4e00\u79cd\u901a\u7528\u7f16\u7a0b\u8bed\u8a00\uff0c\u5176\u5c31\u4e1a\u5e02\u573a\u7684\u5e7f\u9614\u6027\u548c\u591a\u6837\u6027\u65e0\u7591\u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u5e7f\u9614\u7684\u53d1\u5c55\u7a7a\u95f4\u3002<\/p>\n<\/p>\n

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                      Python\u5728\u6c42\u804c\u5e02\u573a\u4e0a\u7684\u9700\u6c42\u91cf\u5982\u4f55\uff1f<\/strong>
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