{"id":544,"date":"2024-01-19T19:43:45","date_gmt":"2023-05-02T15:13:46","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/index.php\/2023\/11\/30\/python%e4%b8%ad%e7%9a%84%e5%90%91%e9%87%8f-%e4%b8%80%e4%b8%aa%e5%bf%ab%e9%80%9f%e4%bb%8b%e7%bb%8d%ef%bc%81\/"},"modified":"2025-08-02T17:18:18","modified_gmt":"2025-08-02T09:18:18","slug":"python%e4%b8%ad%e7%9a%84%e5%90%91%e9%87%8f-%e4%b8%80%e4%b8%aa%e5%bf%ab%e9%80%9f%e4%bb%8b%e7%bb%8d%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/python%e4%b8%ad%e7%9a%84%e5%90%91%e9%87%8f-%e4%b8%80%e4%b8%aa%e5%bf%ab%e9%80%9f%e4%bb%8b%e7%bb%8d%ef%bc%81\/","title":{"rendered":"Python\u5411\u91cf\u64cd\u4f5c\u5b8c\u5168\u6307\u5357\uff1a\u4ece\u57fa\u7840\u5230\u9ad8\u7ea7\u5e94\u7528"},"content":{"rendered":"

\u5927\u5bb6\u597d\uff01\u4eca\u5929\u6211\u4eec\u5c06\u5b66\u4e60\u4e00\u4e2a\u5728Python\u4e2d\u88ab\u5ffd\u7565\u7684\u8bdd\u9898\uff0c\u5373Python\u4e2d\u7684\u5411\u91cf\u3002\u8ba9\u6211\u4eec\u5f00\u59cb\u5427\uff01<\/p>\n

\n

\u9996\u5148\uff0c\u4ec0\u4e48\u662f\u5411\u91cf\uff1f<\/h2>\n

\u4e00\u4e2a\u5411\u91cf\u53ef\u4ee5\u7b80\u5355\u5730\u88ab\u89c6\u4e3a\u5355\u7ef4\u6570\u7ec4\u3002\u5728Python\u4e2d\uff0c\u5411\u91cf\u662f\u4e00\u4e2a\u7531\u5217\u8868\u7ec4\u6210\u7684\u4e00\u7ef4\u6570\u7ec4\u3002\u5b83\u4e0ePython\u5217\u8868\u7c7b\u4f3c\u5730\u5360\u636e\u5143\u7d20\u7684\u4f4d\u7f6e\u3002<\/p>\n

\u8ba9\u6211\u4eec\u73b0\u5728\u6765\u4e86\u89e3Python\u4e2d\u5411\u91cf\u7684\u521b\u5efa\u8fc7\u7a0b\u3002<\/p>\n

\n

\u5728Python\u4e2d\u521b\u5efa\u4e00\u4e2a\u5411\u91cf<\/h2>\n

Python NumPy\u6a21\u5757\u7528\u4e8e\u521b\u5efa\u5411\u91cf\u3002\u6211\u4eec\u4f7f\u7528numpy.array()\u65b9\u6cd5\u521b\u5efa\u4e00\u7ef4\u6570\u7ec4\uff0c\u5373\u5411\u91cf\u3002<\/p>\n

numpy.<\/span>array(<\/span>list<\/span>)<\/span>\r\n<\/code><\/pre>\n
\u4f8b\u5b501\uff1a\u6c34\u5e73\u5411\u91cf<\/h3>\n
import<\/span> numpy as<\/span> np \r\n\r\nlst =<\/span> [<\/span>10<\/span>,<\/span>20<\/span>,<\/span>30<\/span>,<\/span>40<\/span>,<\/span>50<\/span>]<\/span> \r\n\r\nvctr =<\/span> np.<\/span>array(<\/span>lst)<\/span> \r\n\r\nprint<\/span>(<\/span>\"\u4ece\u5217\u8868\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr)<\/span> \r\n<\/code><\/pre>\n
\u8f93\u51fa\uff1a<\/p>\n
\u4ece\u5217\u8868\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>10<\/span> 20<\/span> 30<\/span> 40<\/span> 50<\/span>]<\/span>\r\n<\/code><\/pre>\n
\u4f8b\u5b502\uff1a\u5782\u76f4\u5411\u91cf<\/h3>\n
import<\/span> numpy as<\/span> np \r\n\r\nlst =<\/span> [<\/span>[<\/span>2<\/span>]<\/span>,<\/span> \r\n        [<\/span>4<\/span>]<\/span>,<\/span> \r\n        [<\/span>6<\/span>]<\/span>,<\/span>\r\n          [<\/span>10<\/span>]<\/span>]<\/span>  \r\n\r\nvctr =<\/span> np.<\/span>array(<\/span>lst)<\/span> \r\n\r\nprint<\/span>(<\/span>\"\u4ece\u5217\u8868\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr)<\/span> \r\n<\/code><\/pre>\n
\u8f93\u51fa\uff1a<\/p>\n
\u4ece\u5217\u8868\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>[<\/span> 2<\/span>]<\/span>\r\n [<\/span> 4<\/span>]<\/span>\r\n [<\/span> 6<\/span>]<\/span>\r\n [<\/span>10<\/span>]<\/span>]<\/span>\r\n<\/code><\/pre>\n
\n
\u5bf9Python\u5411\u91cf\u8fdb\u884c\u57fa\u672c\u64cd\u4f5c<\/h2>\n
\u521b\u5efa\u4e86\u4e00\u4e2a\u5411\u91cf\u4e4b\u540e\uff0c\u8ba9\u6211\u4eec\u73b0\u5728\u6765\u8fdb\u884c\u4e00\u4e9b\u57fa\u672c\u64cd\u4f5c\u5427\uff01<\/p>\n
\u8fd9\u662f\u4e00\u4e2a\u53ef\u4ee5\u5728\u5411\u91cf\u4e0a\u6267\u884c\u7684\u57fa\u672c\u64cd\u4f5c\u5217\u8868\uff1a<\/p>\n
    \n
  • \u52a0\u6cd5<\/li>\n
  • \u51cf\u6cd5<\/li>\n
  • \u4e58\u6cd5<\/li>\n
  • \u9664\u6cd5<\/li>\n
  • \u70b9\u79ef\u7b49<\/li>\n<\/ul>\n
    \u8ba9\u6211\u4eec\u5f00\u59cb\u5427\uff01<\/p>\n
    \n
    \u5bf9Python\u5411\u91cf\u8fdb\u884c\u52a0\u6cd5\u8fd0\u7b97<\/h3>\n
    \u8fd9\u662f\u6587\u7ae0\u300aPython\u4e2d\u7684\u5411\u91cf – \u4e00\u4e2a\u5feb\u901f\u4ecb\u7ecd\uff01\u300b\u7684\u7b2c2\u90e8\u5206\uff08\u51716\u90e8\u5206\uff09\u3002<\/p>\n
    1. \u5411\u91cf\u52a0\u6cd5\u8fd0\u7b97<\/h3>\n
    \u4e0b\u9762\uff0c\u6211\u4eec\u5bf9\u5411\u91cf\u8fdb\u884c\u77e2\u91cf\u52a0\u6cd5\u8fd0\u7b97\u3002<\/p>\n
    \u52a0\u6cd5\u64cd\u4f5c\u5c06\u4ee5\u9010\u5143\u7d20\u7684\u65b9\u5f0f\u8fdb\u884c\uff0c\u5373\u9010\u4e2a\u5143\u7d20\u8fdb\u884c\u76f8\u52a0\uff0c\u5e76\u4e14\u6700\u7ec8\u7ed3\u679c\u5411\u91cf\u7684\u957f\u5ea6\u4e0e\u4e24\u4e2a\u52a0\u6cd5\u5411\u91cf\u76f8\u540c\u3002<\/p>\n
    \u8bed\u6cd5\uff1a<\/h4>\n
    vector +<\/span> vector\r\n<\/code><\/pre>\n
    \u793a\u4f8b\u4ee3\u7801\uff1a<\/h4>\n
    import<\/span> numpy as<\/span> np \r\n\r\nlst1 =<\/span> [<\/span>10<\/span>,<\/span>20<\/span>,<\/span>30<\/span>,<\/span>40<\/span>,<\/span>50<\/span>]<\/span> \r\nlst2 =<\/span> [<\/span>1<\/span>,<\/span>2<\/span>,<\/span>3<\/span>,<\/span>4<\/span>,<\/span>5<\/span>]<\/span>\r\n\r\nvctr1 =<\/span> np.<\/span>array(<\/span>lst1)<\/span> \r\nvctr2 =<\/span> np.<\/span>array(<\/span>lst2)<\/span> \r\n\r\nprint<\/span>(<\/span>\"\u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr1)<\/span> \r\nprint<\/span>(<\/span>\"\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr2)<\/span> \r\n\r\nvctr_add =<\/span> vctr1+<\/span>vctr2\r\nprint<\/span>(<\/span>\"\u4e24\u4e2a\u5411\u91cf\u76f8\u52a0\u7684\u7ed3\u679c\uff1a\"<\/span>,<\/span>vctr_add)<\/span>\r\n<\/code><\/pre>\n
    \u8f93\u51fa\u7ed3\u679c\uff1a<\/h4>\n
    \u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>10<\/span> 20<\/span> 30<\/span> 40<\/span> 50<\/span>]<\/span>\r\n\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>1<\/span> 2<\/span> 3<\/span> 4<\/span> 5<\/span>]<\/span>\r\n\u4e24\u4e2a\u5411\u91cf\u76f8\u52a0\u7684\u7ed3\u679c\uff1a[<\/span>11<\/span> 22<\/span> 33<\/span> 44<\/span> 55<\/span>]<\/span>\r\n<\/code><\/pre>\n
    \n
    2. \u8fdb\u884c\u4e24\u4e2a\u5411\u91cf\u7684\u51cf\u6cd5\u8fd0\u7b97<\/h3>\n
    \u5728\u76f8\u4f3c\u7684\u65b9\u5f0f\u4e0b\uff0c\u5411\u91cf\u51cf\u6cd5\u4e5f\u662f\u6309\u7167\u9010\u4e2a\u5143\u7d20\u7684\u65b9\u5f0f\u8fdb\u884c\u7684\uff0c\u5373\u4ece\u5411\u91cf1\u7684\u5bf9\u5e94\u5143\u7d20\u4e2d\u51cf\u53bb\u5411\u91cf2\u7684\u5143\u7d20\u3002<\/p>\n
    \u8ba9\u6211\u4eec\u6765\u770b\u770b\u5b83\u7684\u5b9e\u73b0\u5427\uff01<\/p>\n
    import<\/span> numpy as<\/span> np \r\n\r\nlst1 =<\/span> [<\/span>10<\/span>,<\/span>20<\/span>,<\/span>30<\/span>,<\/span>40<\/span>,<\/span>50<\/span>]<\/span> \r\nlst2 =<\/span> [<\/span>1<\/span>,<\/span>2<\/span>,<\/span>3<\/span>,<\/span>4<\/span>,<\/span>5<\/span>]<\/span>\r\n\r\nvctr1 =<\/span> np.<\/span>array(<\/span>lst1)<\/span> \r\n\r\nvctr2=<\/span> np.<\/span>array(<\/span>lst2)<\/span> \r\n\r\nprint<\/span>(<\/span>\"\u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr1)<\/span> \r\nprint<\/span>(<\/span>\"\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr2)<\/span> \r\n\r\nvctr_sub =<\/span> vctr1-<\/span>vctr2\r\nprint<\/span>(<\/span>\"\u4e24\u4e2a\u5411\u91cf\u7684\u51cf\u6cd5\u7ed3\u679c\uff1a\"<\/span>,<\/span>vctr_sub)<\/span>\r\n<\/code><\/pre>\n
    \u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n
    \u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>10<\/span> 20<\/span> 30<\/span> 40<\/span> 50<\/span>]<\/span>\r\n\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>1<\/span> 2<\/span> 3<\/span> 4<\/span> 5<\/span>]<\/span>\r\n\u4e24\u4e2a\u5411\u91cf\u7684\u51cf\u6cd5\u7ed3\u679c\uff1a[<\/span> 9<\/span> 18<\/span> 27<\/span> 36<\/span> 45<\/span>]<\/span>\r\n<\/code><\/pre>\n
    \n
    3. \u8fdb\u884c\u4e24\u4e2a\u5411\u91cf\u7684\u4e58\u6cd5\u8fd0\u7b97<\/h3>\n
    4. \u5411\u91cf\u4e58\u6cd5\u8fd0\u7b97<\/h3>\n
    \u8fd9\u662f\u6587\u7ae0\u300aPython\u4e2d\u7684\u5411\u91cf – \u4e00\u4e2a\u5feb\u901f\u4ecb\u7ecd\uff01\u300b\u7684\u7b2c4\u90e8\u5206\uff08\u51716\u90e8\u5206\uff09\u3002<\/p>\n
    \u5728\u5411\u91cf\u4e58\u6cd5\u4e2d\uff0c\u7b2c\u4e00\u4e2a\u5411\u91cf\u7684\u5143\u7d20\u4e0e\u7b2c\u4e8c\u4e2a\u5411\u91cf\u7684\u5bf9\u5e94\u5143\u7d20\u76f8\u4e58\uff0c\u5f97\u5230\u7684\u4e58\u79ef\u5411\u91cf\u957f\u5ea6\u4e0e\u539f\u59cb\u5411\u91cf\u76f8\u540c\u3002<\/p>\n
    \u8ba9\u6211\u4eec\u5c1d\u8bd5\u5c06\u4e58\u6cd5\u8fd0\u7b97\u53ef\u89c6\u5316\uff1a<\/p>\n
    \u5047\u8bbe x = [10,20] \u548c y = [1,2] \u662f\u4e24\u4e2a\u5411\u91cf\u3002\u90a3\u4e48\uff0c\u4e58\u79ef\u5411\u91cf\u5c06\u4e3a v[]\u3002<\/p>\n
    v[0] = x[0] * y[0]
    v[1] = x[1] * y[1]<\/p>\n
    \u4e5f\u5c31\u662f\uff1a
    v[0] = x[0] \u4e58\u4ee5 y[0]
    v[1] = x[1] \u4e58\u4ee5 y[1]<\/p>\n
    \u8bf7\u770b\u4e0b\u9762\u7684\u4ee3\u7801\u793a\u4f8b\uff1a<\/p>\n
    import<\/span> numpy as<\/span> np <\/span><\/p>
    lst1 =<\/span> [<\/span>10<\/span>,<\/span>20<\/span>,<\/span>30<\/span>,<\/span>40<\/span>,<\/span>50<\/span>]<\/span> 
    lst2 =<\/span> [<\/span>1<\/span>,<\/span>2<\/span>,<\/span>3<\/span>,<\/span>4<\/span>,<\/span>5<\/span>]<\/span><\/p>
    vctr1 =<\/span> np.<\/span>array(<\/span>lst1)<\/span> 
    vctr2=<\/span> np.<\/span>array(<\/span>lst2)<\/span><\/p>
    print<\/span>(<\/span>\"\u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> 
    print<\/span>(<\/span>vctr1)<\/span> 
    print<\/span>(<\/span>\"\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> 
    print<\/span>(<\/span>vctr2)<\/span><\/p>
    vctr_mul =<\/span> vctr1*<\/span>vctr2
    print<\/span>(<\/span>\"\u4e24\u4e2a\u5411\u91cf\u76f8\u4e58\u7684\u7ed3\u679c\uff1a \"<\/span>,<\/span>vctr_mul)<\/span><\/code><\/pre>\n
    \u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n
    \u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a
    [<\/span>10<\/span> 20<\/span> 30<\/span> 40<\/span> 50<\/span>]<\/span>
    \u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a
    [<\/span>1<\/span> 2<\/span> 3<\/span> 4<\/span> 5<\/span>]<\/span>
    \u4e24\u4e2a\u5411\u91cf\u76f8\u4e58\u7684\u7ed3\u679c\uff1a [<\/span> 10<\/span>  40<\/span>  90<\/span> 160<\/span> 250<\/span>]<\/span><\/code><\/pre>\n
    \n
    5. \u5411\u91cf\u9664\u6cd5\u8fd0\u7b97<\/h3>\n
    \u5728\u5411\u91cf\u9664\u6cd5\u4e2d\uff0c\u7ed3\u679c\u5411\u91cf\u662f\u5bf9\u4e24\u4e2a\u5411\u91cf\u8fdb\u884c\u9664\u6cd5\u8fd0\u7b97\u540e\u5f97\u5230\u7684\u5546\u503c\u3002<\/p>\n
    \u4e3a\u4e86\u66f4\u597d\u5730\u7406\u89e3\uff0c\u8003\u8651\u4ee5\u4e0b\u793a\u4f8b\u3002<\/p>\n
    x = [10, 20] \u548c y = [1, 2] \u662f\u4e24\u4e2a\u5411\u91cf\u3002\u56e0\u6b64\uff0c\u7ed3\u679c\u5411\u91cf v \u5c06\u662f\uff0c<\/p>\n
    v[0] = \u7b2c\u4e00\u4e2a\u5143\u7d20 x[0] \u9664\u4ee5\u7b2c\u4e00\u4e2a\u5143\u7d20 y[0]
    \nv[1] = \u7b2c\u4e8c\u4e2a\u5143\u7d20 x[1] \u9664\u4ee5\u7b2c\u4e8c\u4e2a\u5143\u7d20 y[1]<\/p>\n
    \u8ba9\u6211\u4eec\u73b0\u5728\u5b9e\u65bd\u4e0a\u8ff0\u7684\u6982\u5ff5\u3002<\/p>\n
    import<\/span> numpy as<\/span> np \r\n\r\nlst1 =<\/span> [<\/span>10<\/span>,<\/span>20<\/span>,<\/span>30<\/span>,<\/span>40<\/span>,<\/span>50<\/span>]<\/span> \r\nlst2 =<\/span> [<\/span>10<\/span>,<\/span>20<\/span>,<\/span>30<\/span>,<\/span>40<\/span>,<\/span>50<\/span>]<\/span>\r\n\r\nvctr1 =<\/span> np.<\/span>array(<\/span>lst1)<\/span> \r\n\r\nvctr2=<\/span> np.<\/span>array(<\/span>lst2)<\/span> \r\n\r\nprint<\/span>(<\/span>\"\u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr1)<\/span> \r\nprint<\/span>(<\/span>\"\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr2)<\/span> \r\n\r\nvctr_div =<\/span> vctr1\/<\/span>vctr2\r\nprint<\/span>(<\/span>\"\u4e24\u4e2a\u5411\u91cf\u7684\u9664\u6cd5\uff1a\"<\/span>,<\/span>vctr_div)<\/span>\r\n<\/code><\/pre>\n
    \u8f93\u51fa\uff1a<\/p>\n
    \u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>10<\/span> 20<\/span> 30<\/span> 40<\/span> 50<\/span>]<\/span>\r\n\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>10<\/span> 20<\/span> 30<\/span> 40<\/span> 50<\/span>]<\/span>\r\n\u4e24\u4e2a\u5411\u91cf\u7684\u9664\u6cd5\uff1a[<\/span> 1<\/span> 1<\/span> 1<\/span> 1<\/span> 1<\/span> ]<\/span>\r\n<\/code><\/pre>\n
    \n
    5. \u5411\u91cf\u70b9\u79ef<\/h3>\n
    \u5728\u5411\u91cf\u70b9\u4e58\u4e2d\uff0c\u6211\u4eec\u4ee5\u9010\u4e2a\u5143\u7d20\u7684\u65b9\u5f0f\u8fdb\u884c\u4e24\u4e2a\u5411\u91cf\u7684\u4e58\u79ef\u6c42\u548c\u3002<\/p>\n
    \u8ba9\u6211\u4eec\u6765\u770b\u770b\u4e0b\u9762\u7684\u5185\u5bb9\u3002<\/p>\n
    \u5411\u91cf c = x \u4e0e y \u7684\u70b9\u79ef = (x1 * y1 + x2 * y2)<\/p>\n
    \u4f8b\u5b50\uff1a<\/p>\n
    import<\/span> numpy as<\/span> np \r\n\r\nlst1 =<\/span> [<\/span>10<\/span>,<\/span>20<\/span>,<\/span>30<\/span>,<\/span>40<\/span>,<\/span>50<\/span>]<\/span> \r\nlst2 =<\/span> [<\/span>1<\/span>,<\/span>1<\/span>,<\/span>1<\/span>,<\/span>1<\/span>,<\/span>1<\/span>]<\/span>\r\n\r\n\r\nvctr1 =<\/span> np.<\/span>array(<\/span>lst1)<\/span> \r\n\r\nvctr2=<\/span> np.<\/span>array(<\/span>lst2)<\/span> \r\n\r\n\r\nprint<\/span>(<\/span>\"\u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr1)<\/span> \r\nprint<\/span>(<\/span>\"\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\"<\/span>)<\/span> \r\nprint<\/span>(<\/span>vctr2)<\/span> \r\n\r\nvctr_dot =<\/span> vctr1.<\/span>dot(<\/span>vctr2)<\/span>\r\nprint<\/span>(<\/span>\"\u4e24\u4e2a\u5411\u91cf\u7684\u70b9\u79ef\uff1a\"<\/span>,<\/span>vctr_dot)<\/span>\r\n<\/code><\/pre>\n
    \u8f93\u51fa\uff1a<\/p>\n
    \u4ece\u5217\u88681\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>10<\/span> 20<\/span> 30<\/span> 40<\/span> 50<\/span>]<\/span>\r\n\u4ece\u5217\u88682\u521b\u5efa\u7684\u5411\u91cf\uff1a\r\n[<\/span>1<\/span> 1<\/span> 1<\/span> 1<\/span> 1<\/span>]<\/span>\r\n\u4e24\u4e2a\u5411\u91cf\u7684\u70b9\u79ef\uff1a150<\/span>\r\n<\/code><\/pre>\n
    \n
    \u7ed3\u8bba<\/h2>\n
    \u901a\u8fc7\u672c\u7cfb\u5217\u6559\u7a0b\uff0c\u6211\u4eec\u5df2\u7ecf\u5b8c\u6210\u4e86Python\u4e2d\u5411\u91cf\u7684\u5b66\u4e60\u3002<\/p>\n
    \u4e3a\u4e86\u66f4\u6df1\u5165\u5730\u7406\u89e3\u5411\u91cf\uff0c\u5efa\u8bae\u4f60\u5c1d\u8bd5\u521b\u5efa\u4e00\u4e2a\u5411\u91cf\u5e76\u8fdb\u884c\u4e0a\u8ff0\u64cd\u4f5c\uff0c\u7136\u540e\u5728\u8bc4\u8bba\u533a\u5206\u4eab\u4f60\u7684\u7406\u89e3\uff01<\/p>\n
    \u5982\u679c\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u9047\u5230\u4efb\u4f55\u95ee\u9898\uff0c\u6b22\u8fce\u5728\u4e0b\u65b9\u7559\u8a00\u3002\u60f3\u4e86\u89e3\u66f4\u591aPython\u76f8\u5173\u7684\u6559\u7a0b\uff0c\u8bf7\u6301\u7eed\u5173\u6ce8\u6211\u4eec\u7684\u66f4\u65b0\u3002<\/p>\n
    \u795d\u5b66\u4e60\u6109\u5feb\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"
    \u5927\u5bb6\u597d\uff01\u4eca\u5929\u6211\u4eec\u5c06\u5b66\u4e60\u4e00\u4e2a\u5728Python\u4e2d\u88ab\u5ffd\u7565\u7684\u8bdd\u9898\uff0c\u5373Python\u4e2d\u7684\u5411\u91cf\u3002\u8ba9\u6211\u4eec\u5f00\u59cb\u5427\uff01 \u9996\u5148\uff0c\u4ec0\u4e48\u662f\u5411 […]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[272,1597,1107,1566,811],"class_list":{"0":"post-544","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-uncategorized","7":"tag-numpy","8":"tag-python","10":"tag-1566","11":"tag-811"},"yoast_head":"\nPython\u5411\u91cf\u64cd\u4f5c\u5b8c\u5168\u6307\u5357\uff1a\u4ece\u57fa\u7840\u5230\u9ad8\u7ea7\u5e94\u7528 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5168\u9762\u4e86\u89e3Python\u4e2d\u7684\u5411\u91cf\u64cd\u4f5c\uff0c\u5305\u62ec\u521b\u5efa\u3001\u64cd\u4f5c\u548c\u5e94\u7528\u3002\u672c\u6307\u5357\u8be6\u7ec6\u4ecb\u7ecdNumPy\u5e93\u4e2d\u7684\u5411\u91cf\u8fd0\u7b97\uff0c\u9002\u5408\u521d\u5b66\u8005\u548c\u8fdb\u9636\u5f00\u53d1\u8005\u5b66\u4e60\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u7684\u57fa\u7840\u77e5\u8bc6\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/python\u4e2d\u7684\u5411\u91cf-\u4e00\u4e2a\u5feb\u901f\u4ecb\u7ecd\uff01\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\u5411\u91cf\u64cd\u4f5c\u5b8c\u5168\u6307\u5357\uff1a\u4ece\u57fa\u7840\u5230\u9ad8\u7ea7\u5e94\u7528\" \/>\n<meta property=\"og:description\" content=\"\u5168\u9762\u4e86\u89e3Python\u4e2d\u7684\u5411\u91cf\u64cd\u4f5c\uff0c\u5305\u62ec\u521b\u5efa\u3001\u64cd\u4f5c\u548c\u5e94\u7528\u3002\u672c\u6307\u5357\u8be6\u7ec6\u4ecb\u7ecdNumPy\u5e93\u4e2d\u7684\u5411\u91cf\u8fd0\u7b97\uff0c\u9002\u5408\u521d\u5b66\u8005\u548c\u8fdb\u9636\u5f00\u53d1\u8005\u5b66\u4e60\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u7684\u57fa\u7840\u77e5\u8bc6\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/python\u4e2d\u7684\u5411\u91cf-\u4e00\u4e2a\u5feb\u901f\u4ecb\u7ecd\uff01\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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