{"id":46249,"date":"2023-03-28T21:39:17","date_gmt":"2024-01-29T01:31:21","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46249-2\/"},"modified":"2024-04-29T20:54:44","modified_gmt":"2024-04-29T12:54:44","slug":"46249-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46249-2\/","title":{"rendered":""},"content":{"rendered":"

\u306f\u3058\u3081\u306b<\/h1>\n

Azure Machine Learning\u4e0a\u306eJupyter notebooks\u3092\u4f7f\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3092\u307e\u3068\u3081\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n

Azure Machine Learning Studio\u3068Jupyter notebooks\u306e\u8d77\u52d5\u304c\u884c\u3048\u308b\u72b6\u614b\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059\u3002
\n\u4eee\u60f3\u74b0\u5883\u306e\u69cb\u7bc9\u3084\u5207\u308a\u66ff\u3048\u306b\u306fAnaconda\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n

Anaconda\u3068\u306f<\/h2>\n

\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5411\u3051\u306ePython\u30d1\u30c3\u30b1\u30fc\u30b8\u96c6\u5408\u4f53
\n– 1,500\u4ee5\u4e0a\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u5bfe\u5fdc
\n– GUI\u3068\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc
\n– conda\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3063\u3066\u64cd\u4f5c\u3067\u304d\u308b<\/p>\n

Anaconda\u3092\u4f7f\u3046\u3053\u3068\u3067\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u7b49\u306b\u6642\u9593\u3092\u53d6\u3089\u308c\u308b\u3053\u3068\u306a\u304f\u7c21\u5358\u306b\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9\u3084\u5207\u308a\u66ff\u3048\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

\u53c2\u8003\uff1ahttps:\/\/www.creativevillage.ne.jp\/72837<\/p>\n

\u624b\u9806<\/h1>\n

1. jupyter notebooks\u4e0a\u3067Terminal\u3092\u8d77\u52d5<\/h2>\n
\"image.png\"<\/div>\n

2. Anaconda\u4eee\u60f3\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3068Jupyter\u9023\u643a<\/h2>\n

\u4ee5\u4e0b\u624b\u9806\u306fJupyter\u4e0a\u306eTerminal\u306b\u5165\u529b\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n

2.1 conda\u306b\u3088\u308b\u4eee\u60f3\u74b0\u5883\u306e\u69cb\u7bc9<\/h3>\n
$ <\/span>conda create --name<\/span> my_notebook_env python<\/span>=<\/span>3.7 -y<\/span>\r\n<\/code><\/pre>\n
-name my_notebook_env\uff1a\u4eee\u60f3\u74b0\u5883\u306e\u540d\u524d. \u597d\u304d\u306a\u3082\u306e\u3092\u8a2d\u5b9a\u3067\u304d\u308b
\npython=3.7\uff1a\u4eee\u60f3\u74b0\u5883\u3067\u4f7f\u7528\u3059\u308bPython\u30d0\u30fc\u30b8\u30e7\u30f3
\n-y\uff1a\u78ba\u8a8d\u9805\u76ee\u306b\u81ea\u52d5\u7684\u306byes\u3067\u5fdc\u7b54\u3059\u308b<\/p>\n
\u203bconda\u74b0\u5883\u306e\u4e00\u89a7\u3092\u8868\u793a\uff1ajupyter kernelspec list<\/p>\n
2.2 \u4eee\u60f3\u74b0\u5883\u306e\u6709\u52b9\u5316<\/h3>\n
$ <\/span>conda activate my_notebook_env\r\n<\/code><\/pre>\n
\u203b\u7121\u52b9\u5316\u3059\u308b\u306b\u306f\uff1aconda deactivate<\/p>\n
2.3 \u4eee\u60f3\u74b0\u5883\u5185\u3067\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n
Azure Machine Learning SDK for Python \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n
$ <\/span>pip install<\/span> --upgrade<\/span> azureml-sdk[explain,automl,interpret,notebooks]\r\n<\/code><\/pre>\n
\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u4e0b\u8a18\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002
\nAzure Machine Learning SDK for Python<\/p>\n
2.4 Jupyter\u3078\u306e\u4eee\u60f3\u74b0\u5883\u30ab\u30fc\u30cd\u30eb\u306e\u8ffd\u52a0<\/h3>\n
\u4eee\u60f3\u74b0\u5883\u3092\u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30c8\u3057\u305f\u72b6\u614b\u306e\u307e\u307e\u4e0b\u8a18\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n
$ <\/span>ipython kernel install<\/span> --user<\/span> --name<\/span>=<\/span>my_notebook_env --display-name<\/span>=<\/span>my_notebook_env\r\n<\/code><\/pre>\n
–user\uff1a\u73fe\u5728\u306e\u30e6\u30fc\u30b6\u30fc\u74b0\u5883\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb
\n–name\uff1a\u30ab\u30fc\u30cd\u30eb\u306e\u540d\u524d\u3092\u6307\u5b9a
\n–display-name\uff1a\u30ab\u30fc\u30cd\u30eb\u306e\u8868\u793a\u540d\u3002\u4eca\u56de\u306f\u30ab\u30fc\u30cd\u30eb\u540d\u3068\u540c\u4e00\u306b\u3057\u305f\u304c\u3001\u3053\u3053\u306b\u5206\u304b\u308a\u3084\u3059\u3044\u8868\u793a\u540d\u3092\u8a2d\u5b9a\u3067\u304d\u308b\u3002<\/p>\n
\u203bJupyter\u30ab\u30fc\u30cd\u30eb\u4e00\u89a7\u306e\u8868\u793a\uff1ajupyter kernelspec list
\n\u203b\u30ab\u30fc\u30cd\u30eb\u306e\u524a\u9664\uff1ajupyter kernelspec uninstall my_notebook_env<\/p>\n
3. Jupyter notebooks\u4e0a\u3067\u306e\u30ab\u30fc\u30cd\u30eb\u5207\u308a\u66ff\u3048<\/h2>\n
3.1 Jupyter\u306e\u30ea\u30ed\u30fc\u30c9<\/h3>\n
\u5909\u66f4\u3092\u53cd\u6620\u3055\u305b\u308b\u305f\u3081\u3001\u958b\u3044\u3066\u3044\u308b\u30ce\u30fc\u30c9\u30d6\u30c3\u30af\u304c\u3042\u308c\u3070\u3001\u30d6\u30e9\u30a6\u30b6\u306e\u30ea\u30ed\u30fc\u30c9\u3092\u884c\u3046\u7b49\u3057\u3066\u518d\u8aad\u307f\u8fbc\u307f\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n
3.2 \u30ab\u30fc\u30cd\u30eb\u306e\u5207\u308a\u66ff\u3048<\/h3>\n
\"image.png\"<\/div>\n
\"image.png\"<\/div>\n
\u307e\u3068\u3081<\/h1>\n
Anaconda\u3092\u4f7f\u3046\u3053\u3068\u3067\u7c21\u5358\u306b\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9\u3084\u5207\u308a\u66ff\u3048\u3092\u884c\u3048\u307e\u3059\u3002
\nAzure Machine Learning\u3092\u4f7f\u3046\u3053\u3068\u3067\u4f7f\u3044\u6163\u308c\u305fJupyter\u74b0\u5883\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3063\u3066\u3044\u3051\u307e\u3059\u3002<\/p>\n
\u53c2\u8003<\/h1>\n
Azure Machine Learning \u3068\u306f
\nAzure Machine Learning SDK for Python
\nAnaconda (conda)\u306e\u7c21\u5358\u306a\u4f7f\u3044\u65b9\u30e1\u30e2<\/p>\n","protected":false},"excerpt":{"rendered":"
\u306f\u3058\u3081\u306b Azure Machine Learning\u4e0a\u306eJupyter notebooks\u3092\u4f7f\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2 […]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46249","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\/46249-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b Azure Machine Learning\u4e0a\u306eJupyter notebooks\u3092\u4f7f\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46249-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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