{"id":46241,"date":"2023-11-08T17:12:41","date_gmt":"2023-11-02T04:31:09","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46241-2\/"},"modified":"2024-05-04T08:08:26","modified_gmt":"2024-05-04T00:08:26","slug":"46241-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46241-2\/","title":{"rendered":""},"content":{"rendered":"

Pystan\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08anaconda\u74b0\u5883\uff09
\n\u306eAnacond\u306e\u4eee\u60f3\u74b0\u5883\u4f5c\u6210\u90e8\u5206\u3060\u3051\u3092\u72ec\u7acb\u3055\u305b\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n

\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u74b0\u5883<\/h3>\n

Win10 pro 64 bit
\nAnaconda\u74b0\u5883 (conda4.7)<\/p>\n

\u30ea\u30dd\u30b8\u30c8\u30eaconda-forge\u306e\u8ffd\u52a0<\/h3>\n

anaconda\u3067\u306f\u3001conda \u3068pip\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u6df7\u5728\u3059\u308b\u3068\u74b0\u5883\u304c\u58ca\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002
\nconda\u3068pip\uff1a\u6df7\u305c\u308b\u306a\u5371\u967a
\nJupyter Notebook\u304c\u8d77\u52d5\u3057\u306a\u3044\u3068\u601d\u3063\u305f\u3089Anaconda\u74b0\u5883\u304c\u58ca\u308c\u3066\u3044\u305f
\n\u3067\u3059\u306e\u3067\u3001\u3067\u304d\u308b\u3060\u3051conda\u3060\u3051\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u307b\u3046\u304c\u826f\u3044\u3067\u3059\u3002
\nconda-forge\u306f\u3001github\u4e0a\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u4f53\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u3001\u305f\u304f\u3055\u3093\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u516c\u958b\u3057\u3066\u304a\u308a\u3001conda\u306edefaults\u3067\u306f\u898b\u3064\u304b\u3089\u306a\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002
\nconda\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u53c2\u7167\u30ea\u30dd\u30b8\u30c8\u30ea\u306bconda-forge\u3092\u30ea\u30dd\u30b8\u30c8\u30ea\u5148\u306b\u52a0\u3048\u308b\u3053\u3068\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002
\nconda\u304c\u63a2\u3059\u30ea\u30dd\u30b8\u30c8\u30ea\u5148\u3092\u5909\u66f4\u3059\u308b\u65b9\u6cd5(conda-forge\u306e\u8ffd\u52a0)
\n\u4ee5\u4e0b\u53c2\u7167\u8a18\u4e8b\u306e\u30b3\u30d4\u30fc<\/p>\n

\n

conda\u304c\u63a2\u3059\u30ea\u30dd\u30b8\u30c8\u30ea\u5148\u3092\u78ba\u8a8d\u3057\u307e\u3059<\/p>\n

conda config --get channels\r\n--add channels 'defaults'   # lowest priority\r\n<\/code><\/pre>\n
defaults\u3092\u63a2\u3057\u306b\u3044\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002
\n\u305d\u3053\u3067\u3001\u63a2\u3059\u5148\u306bconda-forge\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n
$conda config --append channels conda-forge\r\n<\/code><\/pre>\n
conda-forge\u304c\u8ffd\u52a0\u3055\u308c\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n
$conda config --get channels\r\n--add channels 'conda-forge'   # lowest priority\r\n--add channels 'defaults'   # highest priority\r\n<\/code><\/pre>\n
\n
conda\u4eee\u60f3\u74b0\u5883\u3078\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n
anaconda prompt\u307e\u305f\u306f\u3001Windows\u3067\u3057\u305f\u3089Powershell\u3092\u958b\u3044\u3066<\/p>\n
conda create -n \u4eee\u60f3\u74b0\u5883\u540d python=\u30d0\u30fc\u30b8\u30e7\u30f3 \uff08\u5fc5\u8981\u306a\u3089\u3070\u305d\u306e\u4ed6\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\uff09
\n\u4f8b\u3048\u3070<\/p>\n
conda create -n stan python=3.6\u3000jupyter pandas\r\n<\/code><\/pre>\n
\u3068\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n
-\uff4e\u3000\u306e\u5f8c\u306f\u81ea\u7531\u306b\u540d\u524d\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4eca\u56de\u306fstan\u3068\u3057\u3066\u3044\u307e\u3059\u3002
\n\u4eca\u56de\u306fpython\u306f3.6\u3068\u3057\u3066\u3044\u307e\u3059\u3002
\n\u3053\u308c\u3067python=3.6\u304c\u5165\u3063\u305f\u4eee\u60f3\u74b0\u5883\u304c\u3067\u304d\u307e\u3059\u3002
\n\u540c\u6642\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u3082\u4f75\u8a18\u3059\u308b\u3068\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n
conda activate stan\r\n<\/code><\/pre>\n
\u3068\u5165\u529b\u3057stan\u306e\u4eee\u60f3\u74b0\u5883\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n
\u305d\u3046\u3059\u308b\u3068\r\n(base)C:\\Users\\username>\u3000\u3060\u3063\u305f\u3082\u306e\u304c\r\n(stan)C:\\Users\\username> \u306b\u5909\u308f\u308a\u307e\u3059\u3002\r\n<\/code><\/pre>\n
\u3053\u3053\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
conda install Cython Numpy pystan\r\n<\/code><\/pre>\n
jupyter notebook\u3067\u306e\u4eee\u60f3\u74b0\u5883\u306e\u5207\u308a\u66ff\u3048<\/h3>\n
Conda\u3067\u4f5c\u3063\u3066\u308b\u4eee\u60f3\u74b0\u5883\u306e\u5207\u308a\u66ff\u3048\u3092Jupyter\u4e0a\u3067\u7c21\u5358\u306b\u884c\u3046\u65b9\u6cd5
\nAnaconda\u306e\u4eee\u60f3\u74b0\u5883\u3092Jupyter notebook\u306b\u53cd\u6620\u3055\u305b\u308b\u65b9\u6cd5<\/p>\n
jupyter notebook\u304b\u3089conda\u3067\u4f5c\u6210\u3057\u305f\u4eee\u60f3\u74b0\u5883\u3092\u7c21\u5358\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002
\n\u307e\u305a\u4eee\u60f3\u74b0\u5883\u306estan\u304b\u3089\u629c\u3051\u307e\u3059<\/p>\n
conda deactivate \r\n(base)C:\\Users\\username>\u3000\u306b\u306a\u308a\u307e\u3059\u3002\r\n<\/code><\/pre>\n
\u305d\u3053\u3067\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u307e\u3059\u3002\uff08\u4ee5\u4e0b\u3001\u4e0a\u8a18\u53c2\u7167\u306e\u30b3\u30d4\u30fc\uff09<\/p>\n
pip install environment_kernels\r\njupyter notebook --generate-config\r\n<\/code><\/pre>\n
~\/.jupyter\/jupyter_notebook_config.py
\n\u3068\u3044\u3046\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u304c\u751f\u6210\u3055\u308c\u3066\u3044\u308b\u3068\u601d\u3044\u307e\u3059\u3002
\n\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u30fc\u306a\u3069\u3067\u958b\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u8a2d\u5b9a\u3092\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002<\/p>\n
c.NotebookApp.kernel_spec_manager_class='environment_kernels.EnvironmentKernelSpecManager'\r\nc.EnvironmentKernelSpecManager.env_dirs=['\u4eee\u60f3\u74b0\u5883\u304c\u751f\u6210\u3055\u308c\u3066\u3044\u308b\u30d1\u30b9']\r\n<\/code><\/pre>\n
\u79c1\u306e\u5834\u5408\uff1a\u3000’\u4eee\u60f3\u74b0\u5883\u304c\u751f\u6210\u3055\u308c\u3066\u3044\u308b\u30d1\u30b9’=\u3000’C:\\Users\\Username\\Anaconda3\\envs’
\n\u3053\u308c\u3067Jupyter\u3067Pystan\u304c\u4f7f\u3048\u308b\u74b0\u5883\u304c\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n
\u4f7f\u3044\u65b9<\/h3>\n
Powershell\u307e\u305f\u306f\u3001Anaconda prompt\u3092\u958b\u3044\u3066<\/p>\n
(base) PS C:\\Users\\username> cd C:\\Users\\username\\stan\r\n\uff08\u958b\u304d\u305f\u3044Directry\u3053\u3053\u3067\u306f\u4f8b\u3068\u3057\u3066stan\u3068\u3057\u3066\u304a\u304d\u307e\u3059\u3002)\r\n\r\n(base) PS C:\\Users\\username\\stan> jupyter notebook\r\n<\/code><\/pre>\n
Jupyter\u304c\u7acb\u3061\u4e0a\u304c\u308ajupyter\u30d5\u30a1\u30a4\u30eb\u3092\u6307\u5b9a\uff08\u307e\u305f\u306f\u65b0\u3057\u304f\u4f5c\u6210\uff09\u3057\u307e\u3059\u3002<\/p>\n
\"jupyter<\/div>\n","protected":false},"excerpt":{"rendered":"
Pystan\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08anaconda\u74b0\u5883\uff09 \u306eAnacond\u306e\u4eee\u60f3\u74b0\u5883\u4f5c\u6210\u90e8\u5206\u3060\u3051\u3092\u72ec\u7acb\u3055\u305b\u305f\u3082\u306e\u3067\u3059 […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46241","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- Blog - Silicon Cloud<\/title>\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\/46241-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"Pystan\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08anaconda\u74b0\u5883\uff09 \u306eAnacond\u306e\u4eee\u60f3\u74b0\u5883\u4f5c\u6210\u90e8\u5206\u3060\u3051\u3092\u72ec\u7acb\u3055\u305b\u305f\u3082\u306e\u3067\u3059 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46241-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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