{"id":1152885,"date":"2025-01-13T17:31:24","date_gmt":"2025-01-13T09:31:24","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1152885.html"},"modified":"2025-01-13T17:31:26","modified_gmt":"2025-01-13T09:31:26","slug":"python%e5%a6%82%e4%bd%95%e5%ae%89%e8%a3%85scipy%e5%ba%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1152885.html","title":{"rendered":"python\u5982\u4f55\u5b89\u88c5scipy\u5e93"},"content":{"rendered":"

\"python\u5982\u4f55\u5b89\u88c5scipy\u5e93\"<\/p>\n

Python\u5b89\u88c5Scipy\u5e93\u7684\u65b9\u6cd5\u5305\u62ec\uff1a\u4f7f\u7528pip\u5b89\u88c5\u3001\u4f7f\u7528conda\u5b89\u88c5\u3001\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5\u3002<\/strong> <\/p>\n<\/p>\n

\u5176\u4e2d\uff0c\u4f7f\u7528pip\u5b89\u88c5<\/strong>\u662f\u6700\u5e38\u7528\u4e14\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n

    \n
  1. \n

    \u786e\u4fdd\u5df2\u5b89\u88c5Python\u548cpip<\/strong>\uff1a\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165python --version<\/code>\u548cpip --version<\/code>\uff0c\u68c0\u67e5\u662f\u5426\u5df2\u5b89\u88c5Python\u548cpip\u3002\u5982\u679c\u6ca1\u6709\u5b89\u88c5\uff0c\u8bf7\u5148\u5b89\u88c5Python\uff08\u53ef\u4ee5\u4ecePython\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\uff09\uff0cpip\u901a\u5e38\u4f1a\u968fPython\u4e00\u540c\u5b89\u88c5\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u4f7f\u7528pip\u5b89\u88c5Scipy<\/strong>\uff1a\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n

    pip install scipy<\/p>\n
    <\/code><\/pre>\n<\/p>\n
     \u8fd9\u5c06\u81ea\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5Scipy\u5e93\u53ca\u5176\u4f9d\u8d56\u9879\u3002\u5982\u679c\u4f60\u662f\u4f7f\u7528\u865a\u62df\u73af\u5883\uff0c\u53ef\u4ee5\u786e\u4fdd\u5e93\u5b89\u88c5\u5728\u865a\u62df\u73af\u5883\u4e2d\uff0c\u800c\u4e0d\u5f71\u54cd\u7cfb\u7edf\u7684\u5176\u4ed6Python\u9879\u76ee\u3002<\/p>\n<\/p>\n<\/li>\n
  3. \n
    \u9a8c\u8bc1\u5b89\u88c5<\/strong>\uff1a\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\uff1a<\/p>\n<\/p>\n
    import scipy<\/p>\n
    print(scipy.__version__)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
     \u5982\u679c\u6ca1\u6709\u62a5\u9519\u5e76\u663e\u793aScipy\u7684\u7248\u672c\u53f7\uff0c\u5219\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
    \u4e00\u3001PIP\u5b89\u88c5<\/h3>\n<\/p>\n
    1. \u786e\u4fdd\u5df2\u5b89\u88c5Python\u548cpip<\/strong><\/p>\n<\/p>\n
    \u5728Windows\u3001macOS\u6216Linux\u4e2d\u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u6765\u68c0\u67e5Python\u548cpip\u7684\u5b89\u88c5\u60c5\u51b5\uff1a<\/p>\n<\/p>\n
    python --version<\/p>\n
    pip --version<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5982\u679c\u6ca1\u6709\u5b89\u88c5Python\uff0c\u53ef\u4ee5\u4ecePython\u5b98\u65b9\u7f51\u7ad9<\/a>\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002\u5b89\u88c5Python\u65f6\uff0c\u8bb0\u5f97\u52fe\u9009\u201cAdd Python to PATH\u201d\u9009\u9879\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0cpip\u901a\u5e38\u4f1a\u81ea\u52a8\u5b89\u88c5\u5e76\u914d\u7f6e\u597d\u3002<\/p>\n<\/p>\n
    2. \u4f7f\u7528pip\u5b89\u88c5Scipy<\/strong><\/p>\n<\/p>\n
    \u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5Scipy\uff1a<\/p>\n<\/p>\n
    pip install scipy<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    pip\u4f1a\u81ea\u52a8\u5904\u7406\u4f9d\u8d56\u9879\u5e76\u5b89\u88c5Scipy\u3002\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662f\u865a\u62df\u73af\u5883\uff0c\u786e\u4fdd\u5728\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u540e\u8fd0\u884c\u6b64\u547d\u4ee4\u3002<\/p>\n<\/p>\n
    3. \u9a8c\u8bc1\u5b89\u88c5<\/strong><\/p>\n<\/p>\n
    \u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0bPython\u4ee3\u7801\u9a8c\u8bc1Scipy\u662f\u5426\u5b89\u88c5\u6210\u529f\uff1a<\/p>\n<\/p>\n
    import scipy<\/p>\n
    print(scipy.__version__)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5982\u679c\u6ca1\u6709\u62a5\u9519\u5e76\u663e\u793aScipy\u7684\u7248\u672c\u53f7\uff0c\u5219\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n
    \u4e8c\u3001CONDA\u5b89\u88c5<\/h3>\n<\/p>\n
    \u5982\u679c\u4f60\u4f7f\u7528\u7684\u662fAnaconda\u6216Miniconda\uff0c\u53ef\u4ee5\u4f7f\u7528conda\u6765\u5b89\u88c5Scipy\u3002conda\u662f\u4e00\u4e2a\u5305\u7ba1\u7406\u7cfb\u7edf\u548c\u73af\u5883\u7ba1\u7406\u7cfb\u7edf\uff0c\u7279\u522b\u9002\u5408\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u3002<\/p>\n<\/p>\n
    1. \u786e\u4fdd\u5df2\u5b89\u88c5Anaconda\u6216Miniconda<\/strong><\/p>\n<\/p>\n
    \u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u6765\u68c0\u67e5conda\u7684\u5b89\u88c5\u60c5\u51b5\uff1a<\/p>\n<\/p>\n
    conda --version<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5982\u679c\u6ca1\u6709\u5b89\u88c5Anaconda\u6216Miniconda\uff0c\u53ef\u4ee5\u4eceAnaconda\u5b98\u65b9\u7f51\u7ad9<\/a>\u6216Miniconda\u5b98\u65b9\u7f51\u7ad9<\/a>\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002<\/p>\n<\/p>\n
    2. \u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff08\u53ef\u9009\uff09<\/strong><\/p>\n<\/p>\n
    \u4e3a\u4e86\u907f\u514d\u5305\u51b2\u7a81\uff0c\u5efa\u8bae\u521b\u5efa\u5e76\u6fc0\u6d3b\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n
    conda create --name myenv python=3.9<\/p>\n
    conda activate myenv<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5c06myenv<\/code>\u66ff\u6362\u4e3a\u4f60\u5e0c\u671b\u7684\u73af\u5883\u540d\u79f0\uff0c3.9<\/code>\u66ff\u6362\u4e3a\u4f60\u5e0c\u671b\u7684Python\u7248\u672c\u3002<\/p>\n<\/p>\n
    3. \u4f7f\u7528conda\u5b89\u88c5Scipy<\/strong><\/p>\n<\/p>\n
    \u5728\u6fc0\u6d3b\u7684\u865a\u62df\u73af\u5883\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5Scipy\uff1a<\/p>\n<\/p>\n
    conda install scipy<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    conda\u4f1a\u81ea\u52a8\u5904\u7406\u4f9d\u8d56\u9879\u5e76\u5b89\u88c5Scipy\u3002<\/p>\n<\/p>\n
    4. \u9a8c\u8bc1\u5b89\u88c5<\/strong><\/p>\n<\/p>\n
    \u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0bPython\u4ee3\u7801\u9a8c\u8bc1Scipy\u662f\u5426\u5b89\u88c5\u6210\u529f\uff1a<\/p>\n<\/p>\n
    import scipy<\/p>\n
    print(scipy.__version__)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5982\u679c\u6ca1\u6709\u62a5\u9519\u5e76\u663e\u793aScipy\u7684\u7248\u672c\u53f7\uff0c\u5219\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n
    \u4e09\u3001\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5<\/h3>\n<\/p>\n
    \u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5Scipy\uff0c\u4f8b\u5982\u9700\u8981\u7279\u5b9a\u7248\u672c\u6216\u4fee\u6539\u6e90\u7801\u3002\u4ee5\u4e0b\u662f\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5Scipy\u7684\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n
    1. \u5b89\u88c5\u7f16\u8bd1\u5de5\u5177\u548c\u4f9d\u8d56\u9879<\/strong><\/p>\n<\/p>\n
    \u5728Windows\u4e0a\uff0c\u4f60\u9700\u8981\u5b89\u88c5Microsoft Visual C++ Build Tools\u3002\u5728macOS\u548cLinux\u4e0a\uff0c\u4f60\u9700\u8981\u5b89\u88c5\u7f16\u8bd1\u5668\u548c\u5176\u4ed6\u4f9d\u8d56\u9879\u3002\u4f8b\u5982\uff0c\u5728Ubuntu\u4e0a\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u4f9d\u8d56\u9879\uff1a<\/p>\n<\/p>\n
    sudo apt-get install build-essential python3-dev<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    2. \u4e0b\u8f7dScipy\u6e90\u4ee3\u7801<\/strong><\/p>\n<\/p>\n
    \u4f60\u53ef\u4ee5\u4eceScipy GitHub\u4ed3\u5e93<\/a>\u514b\u9686\u6e90\u4ee3\u7801\uff0c\u6216\u4eceScipy\u5b98\u65b9\u7f51\u7ad9<\/a>\u4e0b\u8f7d\u538b\u7f29\u5305\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528git\u514b\u9686\u4ed3\u5e93\u7684\u547d\u4ee4\uff1a<\/p>\n<\/p>\n
    git clone https:\/\/github.com\/scipy\/scipy.git<\/p>\n
    cd scipy<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    3. \u5b89\u88c5Scipy<\/strong><\/p>\n<\/p>\n
    \u5728\u4e0b\u8f7d\u5e76\u89e3\u538b\u6e90\u4ee3\u7801\u540e\uff0c\u8fdb\u5165Scipy\u76ee\u5f55\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5Scipy\uff1a<\/p>\n<\/p>\n
    pip install .<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u8fd9\u5c06\u4ece\u6e90\u7801\u7f16\u8bd1\u5e76\u5b89\u88c5Scipy\u3002<\/p>\n<\/p>\n
    4. \u9a8c\u8bc1\u5b89\u88c5<\/strong><\/p>\n<\/p>\n
    \u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0bPython\u4ee3\u7801\u9a8c\u8bc1Scipy\u662f\u5426\u5b89\u88c5\u6210\u529f\uff1a<\/p>\n<\/p>\n
    import scipy<\/p>\n
    print(scipy.__version__)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5982\u679c\u6ca1\u6709\u62a5\u9519\u5e76\u663e\u793aScipy\u7684\u7248\u672c\u53f7\uff0c\u5219\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n
    \u56db\u3001\u5e38\u89c1\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6848<\/h3>\n<\/p>\n
    \u5728\u5b89\u88c5Scipy\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<\/p>\n
    1. pip\u5b89\u88c5\u5931\u8d25<\/strong><\/p>\n<\/p>\n
    \u5982\u679c\u5728\u4f7f\u7528pip\u5b89\u88c5Scipy\u65f6\u9047\u5230\u9519\u8bef\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<\/p>\n