{"id":45948,"date":"2023-12-07T16:31:23","date_gmt":"2023-09-21T00:24:18","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45948-2\/"},"modified":"2024-05-04T12:32:15","modified_gmt":"2024-05-04T04:32:15","slug":"45948-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45948-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u306f\u3058\u3081\u306b<\/h1>\n<p>Jupyter Notebook\u306f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u3001\u30bf\u30a4\u30d7\u3057\u3066\u3082\u5019\u88dc\u304c\u51fa\u306a\u3044\uff08\u81ea\u52d5\u88dc\u5b8c\u3057\u306a\u3044\uff09\u70ba\u3001\u30a8\u30c7\u30a3\u30bf\u30fc\u3068\u3057\u3066\u306f\u4f7f\u3044\u306b\u304f\u3044\u5370\u8c61\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u3053\u3053\u3067\u306f\u3001Jupyter Notebook\u306b\u81ea\u52d5\u88dc\u5b8c\uff08\u5165\u529b\u5019\u88dc\uff09\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308b\u70ba\u306b\u3001Anaconda\u3092\u524d\u63d0\u3068\u3057\u3066\u3001\u3088\u304f\u4f7f\u308f\u308c\u308bnbextensions\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p>Anaconda\u306e\u5834\u5408\u3001\u300c\u300epip\u306f\u4f7f\u3046\u306a\u300f\u3068\u66f8\u3044\u3066\u3042\u308b\u3001\u3067\u3082\u3001\u300epip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u8a18\u4e8b\u3057\u304b\u306a\u3044\u300f\u300d\u3001\u3053\u3068\u304c\u591a\u304f\u3001\u672a\u77e5\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u6016\u3044\u3001\u3068\u3044\u3046\u306e\u304c\u6b63\u76f4\u306a\u6240\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u6b63\u78ba\u3092\u671f\u3059\u305f\u3081\u3001\u82f1\u8a9e\u306enbextenstions\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u898b\u306a\u304c\u3089\u3001\u5b9f\u969b\u306b\u3084\u3063\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n\u5f53\u8a72\u30da\u30fc\u30b8\u306e\u65e5\u672c\u8a9e\u8a33\u3082\u3001\u7b46\u8005\u304c\u884c\u3044\u307e\u3057\u305f\u306e\u3067\u3001\u53c2\u8003\u307e\u3067\u306b\u8f09\u305b\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<p>\u3010nbextenstions(\u82f1\u8a9e)\u3011<br \/>\nhttps:\/\/jupyter-contrib-nbextensions.readthedocs.io\/en\/latest\/install.html<\/p>\n<h1>\u524d\u63d0\u6761\u4ef6<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Anaconda\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Anaconda\u304b\u3089Jupyter Notebook\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u308b<\/ul>\n<p>\u5c1a\u3001\u7b46\u8005\u306e\u5834\u5408\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u306fPython3.7.6\u3000\/ Anaconda 4.10.1 \/ jupyter-notebook 6.3.0 \u3067\u3001Windows10\u3067\u3059\u3002<\/p>\n<p>\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u30a2\u30ca\u30b3\u30f3\u30c0\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u3067 \u305d\u308c\u305e\u308c<br \/>\npython &#8211;version\u3001conda -V\u3001jupyter-notebook &#8211;version<br \/>\n\u3068\u30bf\u30a4\u30d7\u3057\u3066\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<h1>\u5185\u5bb9<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">1. Anaconda\u306f\u539f\u5247conda\u3092\u4f7f\u3046\u3002pip\u306f\u53ef\u80fd\u306a\u9650\u308a\u4f7f\u308f\u306a\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>2. nbextensions\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5<\/p>\n<p>2.1 conda-forge\u304b\u3089 jupyter_contrib_nbextensions \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<p>2.2 Javascript\u3068css\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<p>2.3 nbextensions\u306e\u6709\u52b9\u5316<\/p>\n<p>3. nbextensions\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u306e\u6284\u8a33<\/p>\n<p>4. \u53c2\u8003\u30da\u30fc\u30b8<\/p>\n<p>5. \u5909\u66f4\u5c65\u6b74<\/p>\n<h1>1. Anaconda\u306f\u539f\u5247conda\u3092\u4f7f\u3046\u3002pip\u306f\u53ef\u80fd\u306a\u9650\u308a\u4f7f\u308f\u306a\u3044\u3002<\/h1>\n<p>\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5834\u5408\u3001\u3088\u304f\u898b\u308b\u30b3\u30de\u30f3\u30c9\u304c pip install \u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3088\u304f\u8a00\u308f\u308c\u308b\u3088\u3046\u306b\u3001Anaconda\u74b0\u5883\u3067\u306f\u3001\u53ef\u80fd\u306a\u9650\u308apip install\u306f\u907f\u3051\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n<p>\u8a73\u3057\u304f\u306f\u3001\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\uff08\u203bPython\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff09<\/p>\n<blockquote><p>https:\/\/www.python.jp\/install\/anaconda\/pip_and_conda.html<br \/>\n\u3067\u3059\u304b\u3089\u3001Anaconda\u74b0\u5883\u3067\u306f\u3001pip \u3067\u306f\u306a\u304f\u3001conda \u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3046\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p><\/blockquote>\n<p>\u3010\u6ce8\u610f: \u30ea\u30f3\u30af\u5148\u904b\u55b6\u8005\u306e\u30b3\u30e1\u30f3\u30c8\u3011<\/p>\n<blockquote><p>Python\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u306f\u306a\u304f\u3001Python\u3092\u958b\u767a\u3059\u308b Python Software Foundation \u3068\u3082\u7121\u95a2\u4fc2\u3067\u3059\u3002<br \/>\n\uff08\u4e2d\u7565\uff09<br \/>\n\u5f53\u30b5\u30a4\u30c8\u306f\u3001\u3082\u3068\u3082\u3068 Python\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ffb\u8a33\u30d7\u30ed\u30b8\u30a7\u30af\u30c8 \u304c\u7ffb\u8a33\u3057\u305f\u65e5\u672c\u8a9e\u7248Python\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u516c\u958b\u3059\u308b\u305f\u3081\u306b\u904b\u7528\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u7ffb\u8a33\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c python.org \u672c\u5bb6\u3067\u516c\u958b\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u73fe\u5728\u306f\u516c\u958b\u3057\u3066\u304a\u308a\u307e\u305b\u3093\u3002<\/p><\/blockquote>\n<h1>2. nbextensions\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5<\/h1>\n<p>\u3053\u306e\u5148\u3001Anaconda\u74b0\u5883\uff08\u3064\u307e\u308a\u3001\u30b3\u30de\u30f3\u30c9\u306fconda\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002pip\u306f\u4f7f\u308f\u306a\u3044\u3002\uff09\u70b9\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>2.1 conda-forge\u304b\u3089jupyter_contrib_nbextensions\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>Anaconda Prompt(\u30a2\u30ca\u30b3\u30f3\u30c0\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3067\u4ee5\u4e0b\u3092\u5165\u529b\u3057\u3001Enter\u3002<\/p>\n<pre class=\"post-pre\"><code>conda install -c conda-forge jupyter_contrib_nbextensions\r\n<\/code><\/pre>\n<p>\u6700\u5f8c\u306b[y\/n]\u3068\u304d\u3044\u3066\u304f\u308b\u306e\u3067\u3001y\u3092\u5165\u529b\u3057Enter\u3002\u5b8c\u4e86\u3059\u308b\u3068\u3001done\u3068\u8868\u793a\u3055\u308c\u308b\u3002<br \/>\n\uff08&#8221;conda-forge&#8221;\u306f\u3001conda\u306edefaults\u306b\u306f\u306a\u3044\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u96c6\u7a4d\u3055\u308c\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u3059\u3002)<\/p>\n<hr \/>\n<p>\u6ce8\u610f\uff1a<br \/>\nDOS\u306e\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Anaconda\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\u3001DOS\u3068\u4f3c\u305f\u3088\u3046\u306a\u30a2\u30a4\u30b3\u30f3\u306eAnaconda Prompt\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002Anaconda Prompt\u3092\u8d77\u52d5\u3059\u308b\u3068\u3001(base)\u3068\u5404\u884c\u306e\u306f\u3058\u3081\u306b\u8868\u793a\u3055\u308c\u308b\u306f\u305a\u3067\u3059\u3002(base)\u3068\u51fa\u3066\u3044\u306a\u3051\u308c\u3070\u3001DOS\u3092\u958b\u3051\u3066\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<hr \/>\n<p>jupyter-nbextensions-configurator\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u5fc5\u8981\u304b\uff1f<br \/>\n\u81ea\u5206\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u308c\u306f\u3001\u5f8c\u3067\u65e5\u672c\u8a9e\u8a33\u306e\u4e2d\u306b\u3042\u308b\u3088\u3046\u306b\u3001jupyter-contrib-nbextensions\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308c\u3070\u3001\u81ea\u52d5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002\u4eee\u306b\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092conda install\u3067\u8a66\u307f\u3066\u3082\u3001\u300c\u65e2\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u300d\u3068\u8fd4\u3057\u3066\u304f\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n<h2>2.2 Javascript\u3068css\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>\u540c\u3058\u304f\u3001Anaconda Prompt(\u30a2\u30ca\u30b3\u30f3\u30c0\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3067\u4ee5\u4e0b\u3092\u5165\u529b\u3057\u3001Enter\u3002<\/p>\n<pre class=\"post-pre\"><code>jupyter contrib nbextension install --user\r\n<\/code><\/pre>\n<h2>2.3 nbextensions\u306e\u6709\u52b9\u5316<\/h2>\n<p>Jupyter Notebook\u3092\u8d77\u52d5\u3059\u308b\u3068\u3001\u65b0\u3057\u304fNbextensions\u3068\u3044\u3046\u30bf\u30d6\u304c\u8868\u308c\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d61ed37434c4406cfea19\/32-0.png\" alt=\"Jupyter_Nbextensions_tab3b.PNG\" \/><\/div>\n<p>\u5de6\u4e0a\u306e\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u30c1\u30a7\u30c3\u30af\u3092\u5916\u3057\u307e\u3059\u3002<br \/>\n\uff08\u5168\u3066\u306e\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u304c\u30b0\u30ec\u30fc\u30a2\u30a6\u30c8\u3055\u308c\u3066\u3044\u308b\u306e\u306f\u3001\u3053\u308c\u306f\u3001\u4eca\u306e\u6642\u70b9\u3067\u306f\u3001\u5168\u3066\u304c\u7121\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002\uff09<\/p>\n<p>\u5c1a\u3001\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u82f1\u8a9e\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a00\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<hr \/>\n<p>\u82f1\u8a9e\uff1adisable configuration for nbextensions without explicit compatibility (they may break your notebook environment, but can be useful to show for nbextension development)<\/p>\n<p>\u90a6\u8a33\uff1a\u660e\u78ba\u306a\u4e92\u63db\u6027\u306e\u306a\u3044nbexntensions\u306e\uff08\u5404\u6a5f\u80fd\u306e\uff09\u8a2d\u5b9a\u3092\u7121\u52b9\u306b\u3059\u308b\u3002\uff08notebook\u306e\u74b0\u5883\u3092\u7834\u58ca\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001nbextension\u306e\u52b9\u679c\u3092\u793a\u3059\u306b\u306f\u6709\u52b9\u3067\u3042\u308b\u3002\uff09<\/p>\n<p>\u7b46\u8005\u306e\u89e3\u91c8\uff1a<br \/>\n\u6d77\u5916\u30b5\u30a4\u30c8\u3082\u8abf\u3079\u307e\u3057\u305f\u304c\u3001\u514d\u8cac\u3068\u601d\u308f\u308c\u307e\u3059\u3002\u300cnbextensions\u306e\u6a5f\u80fd\u3092\u540c\u6642\u306b\u4f7f\u3046\uff08\u8907\u6570\u30c1\u30a7\u30c3\u30af\u3059\u308b\uff09\u3068\u3001\u6a5f\u80fd\u304c\u3046\u307e\u304f\u52d5\u304b\u306a\u3044\u304b\u3082\u308c\u306a\u3044\u3057\u3001\u305d\u308c\u306fnotebook\u306e\u74b0\u5883\u3092\u304a\u304b\u3057\u304f\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3051\u308c\u3069\u3001nbextensions\u306e\u4fbf\u5229\u306a\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u308b\u3002\u300d\u3068\u3044\u3046\u3053\u3068\u3060\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u3057\u304b\u3057\u3001\u30c1\u30a7\u30c3\u30af\u3092\u5916\u3055\u306a\u3044\u9650\u308a\u3001\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u3088\u304f\u3042\u308b\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3088\u306d\u3002<\/p>\n<hr \/>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d61ed37434c4406cfea19\/40-0.png\" alt=\"Jupyter_Nbextensions_tab3.PNG\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d61ed37434c4406cfea19\/41-0.png\" alt=\"Jupyter_Nbextensions_note_after_installation2.PNG\" \/><\/div>\n<h1>3. nbextensions\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u306e\u6284\u8a33<\/h1>\n<p>\u4ee5\u4e0b\u3001\u82f1\u8a9e\u306enbextensions\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u306e\u53c2\u8003\u65e5\u672c\u8a9e\u8a33\u3067\u3059\u3002\u4e00\u90e8\u7701\u7565\u3057\u3066\u3044\u307e\u3059\u3002[*]\u30de\u30fc\u30af\u306e\u3042\u308b\u9805\u76ee\u306f\u5168\u3066\u4ee5\u4e0b\u306enbextensions\u306e\u30b5\u30a4\u30c8\u306e\u65e5\u672c\u8a9e\u8a33\u3067\u3059\u3002<\/p>\n<p>\u6ce8\u610f\uff1a\u516c\u76ca\u6027\u304c\u9ad8\u3044\u3068\u5224\u65ad\u3057\u3001\u7b46\u8005\u304c\u52dd\u624b\u306b\u7ffb\u8a33\u3057\u305f\u3082\u306e\u3067\u3001\u516c\u5f0f\u306a\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u81ea\u52d5\u7ffb\u8a33\u3082\u4e00\u5207\u4f7f\u7528\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<h2>[*] jupyter_contrib_nbextensions\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h2>\n<p>jupyter_contrib_nbextensions\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306b\u306f\u30013\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u304c\u5fc5\u8981\u3067\u3059\u3002\u307e\u305a\u3001Python pip\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002\u6b21\u306b\u3001notebook extensions\u3092Jupyter\u306e\u30c7\u30fc\u30bf\u30fb\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30b3\u30d4\u30fc\u3057\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001notebook extensions\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002\u6709\u52b9\u5316\u306f\u3001Jupyter\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3046\u304b\u3001\u3088\u308a\u4fbf\u5229\u306a\u65b9\u6cd5\u3068\u3057\u3066jupyter_nbextensions_configurator\u3092\u4f7f\u3046\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>[*] 1. pyhon\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h2>\n<h3>PIP<\/h3>\n<p>nbextensions\u306fpyhon\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u3001pip\u307e\u305f\u306fsetup.py\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3001\u901a\u5e38\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e\u3059\u3002PyPi\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5834\u5408\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306b<\/p>\n<pre class=\"post-pre\"><code>pip install jupyter_contrib_nbextensions\r\n<\/code><\/pre>\n<p>\u3068\u30bf\u30a4\u30d7\u3057\u307e\u3059\u3002\u3042\u308b\u3044\u306f\u3001\u30de\u30b9\u30bf\u30fc\u30d6\u30e9\u30f3\u30c1\u304b\u3089\u76f4\u63a5\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>pip install https:\/\/github.com\/ipython-contrib\/jupyter_contrib_nbextensions\/tarball\/master\r\n<\/code><\/pre>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u306f\u3001&#8211;upgrade flag\u3084 -e\u306a\u3069\u306epip\u306e\u901a\u5e38\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u6307\u5b9a\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>Conda<\/h3>\n<p>&#8220;notebook extensions&#8221;\u3068&#8221;jupyter_nbextensions_configurator&#8221;\u306econda\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u3001conda-forge\u304b\u3089\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u4ee5\u4e0b\u3067\u3001\u4e21\u65b9\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u203b2\u3002<\/p>\n<pre class=\"post-pre\"><code>conda install -c conda-forge jupyter_contrib_nbextensions\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001Javascript\u3068CSS\u30d5\u30a1\u30a4\u30eb\u304c\u81ea\u52d5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b\u306e\u3067(jupyter contrib nbextension install &#8211;sys-prefix\u3092\u4f7f\u3044\u307e\u3059)\u3001\u4ee5\u4e0b\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u306e\u7b2c\uff12\u30b9\u30c6\u30c3\u30d7\u306f\u7701\u7565\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u203b2 : (\u7b46\u8005\u8ffd\u8a18) &#8220;jupyter_contrib_nbextensions&#8221;\u3092\u3059\u308c\u3070\u3001&#8221;jupyter_nbextensions_configurator&#8221;\u304c\u81ea\u52d5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b\u306e\u3067\u3001\u5f8c\u8005\u3092\u81ea\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h1>[*]\u30ea\u30dd\u30b8\u30c8\u30ea\u3092Clone\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p>\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089clone\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3001\u958b\u767a\u306b\u306f\u6709\u52b9\u306a\u65b9\u6cd5\u3067\u3059\u3002\u4ee5\u4e0b\u3067clone\u3059\u308b\u4e8b\u304c\u53ef\u80fd\u3067\u3001<\/p>\n<pre class=\"post-pre\"><code>git clone https:\/\/github.com\/ipython-contrib\/jupyter_contrib_nbextensions.git\r\n<\/code><\/pre>\n<p>\u6b21\u306b\u3001pip\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>pip install -e jupyter_contrib_nbextensions\r\n<\/code><\/pre>\n<h2>[*] 2. javascript\u3068css\u30d5\u30a1\u30a4\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h2>\n<p>\u3053\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3001nbextensions\u306ejavascript\u3068css\u30d5\u30a1\u30a4\u30eb\u3092jupyter\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30b3\u30d4\u30fc\u3057\u3001jupyter\u306econfig\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u307e\u3059\u3002\u306a\u304a\u3001jupyter\u306e\u30b5\u30d6\u30b3\u30de\u30f3\u30c9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>jupyter contrib nbextension install --user\r\n<\/code><\/pre>\n<p>\u30b3\u30de\u30f3\u30c9\u306f\u6b21\u306e2\u3064\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002nbextension\u30d5\u30a1\u30a4\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001nbconvert\u306econfig\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u307e\u3059\u3002\u6700\u521d\u306e\u90e8\u5206\u306f\u3001\u672c\u8cea\u7684\u306b\u306fnotebook\u304c\u63d0\u4f9b\u3059\u308bjupyter nbextension install\u306e\u30e9\u30c3\u30d1\u30fc\u3067\u3042\u308a\u3001\u95a2\u9023\u3059\u308bjavascript\u3068css\u30d5\u30a1\u30a4\u30eb\u3092\u9069\u5207\u306ajupyter\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30b3\u30d4\u30fc\u3057\u307e\u3059\u30022\u756a\u76ee\u306e\u90e8\u5206\u306f\u3001config\u30d5\u30a1\u30a4\u30eb\u3067\u3042\u308b\u3001jupyter_nbconvert_config.json\u3068 jupyter_notebook_config.json\u3092\u4ee5\u4e0b\u306b\u8ff0\u3079\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u7de8\u96c6\u3057\u307e\u3059\u3002\u30b3\u30de\u30f3\u30c9\u306e\u5927\u90e8\u5206\u306f\u3001jupyter\u304c\u63d0\u4f9b\u3059\u308b\u3082\u306e\u3068\u5168\u304f\u540c\u3058\u30b3\u30de\u30f3\u30c9\u3067\u3059\u3002\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u306f\u4ee5\u4e0b\u3092\u542b\u307f\u307e\u3059\u3002<\/p>\n<p>&#8211;user \u30e6\u30fc\u30b6\u30fc\u306ejupyter\u306e\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<p>\uff08\u4ed6\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u7701\u7565\uff09<\/p>\n<p>uninstall\u30b3\u30de\u30f3\u30c9\u3082\u7528\u610f\u3055\u308c\u3001\u5168\u3066\u306enbextension\u306e\u30d5\u30a1\u30a4\u30eb\u3092jupyter\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304b\u3089\u524a\u9664\u3057\u307e\u3059\u3002<\/p>\n<h1>[*] 3. \u6a5f\u80fd\u306e\u6709\u52b9\u5316\u3001\u7121\u52b9\u5316<\/h1>\n<p>nbextension\u3092\u4f7f\u3046\u70ba\u306b\u306f\u3001\u66f4\u306b\u3001\u6a5f\u80fd\u3092\u6709\u52b9\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001notebook\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u70ba\u306b\u3001Jupyter\u306e\u30b5\u30d6\u30b3\u30de\u30f3\u30c9\u304c\u4f7f\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>jupyter nbextension enable &lt;nbextension require path&gt;\r\n<\/code><\/pre>\n<p>\u4f8b\u3048\u3070\u3001<\/p>\n<pre class=\"post-pre\"><code>jupyter nbextension enable codefolding\/main\r\n<\/code><\/pre>\n<p>\u7121\u52b9\u5316\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>jupyter nbextension disable &lt;nbextension require path&gt;\r\n<\/code><\/pre>\n<p>\u4ed6\u306e\u65b9\u6cd5\u3068\u3057\u3066\u3001\u305d\u3057\u3066\u3088\u308a\u4fbf\u5229\u306a\u65b9\u6cd5\u3068\u3057\u3066\u3001&#8221;jupyter_nbextensions_configurator&#8221;\u3092\u4f7f\u3046\u4e8b\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u3053\u306e\u30ea\u30dd\u30b8\u30c8\u30ea(\u7b46\u8005\u8ffd\u8a18\uff1ajupyter_contrib_nbextensions\u306e\u3053\u3068)\u306b\u4ed8\u5c5e\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\uff08\u7b46\u8005\u8ffd\u8a18\uff1a\u30b3\u30de\u30f3\u30c9\u3067\uff09\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u8a2d\u5b9a\u3059\u308b\u306e\u3068\u540c\u3058\u3088\u3046\u306b\u3001\u500b\u3005\u306enbextensions\u306e\u6a5f\u80fd\u3092\u6709\u52b9\u5316\u3001\u7121\u52b9\u5316\u3067\u304d\u307e\u3059\u3002nbextensions\u30bf\u30d6\u304cnotebook\u306e\u30da\u30fc\u30b8\u306b\u8868\u793a\u3055\u308c\u3001\u305d\u3053\u304b\u3089\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306b\u3088\u308a\u6709\u52b9\u5316\u3001\u7121\u52b9\u5316\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u305d\u308c\u305e\u308c\u306e\u6a5f\u80fd\u306b\u3064\u3044\u3066\u306e\u77ed\u3044\u8aac\u660e\u304c\u8868\u793a\u3055\u308c\u3001\u8a2d\u5b9a\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3082\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<h1>[*] 4. \u66f4\u306b\u8907\u96d1\u306a\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/h1>\n<p>\u6b86\u3069\u306enbextensions\u306e\u6a5f\u80fd\u306fjupyterhub\u3067\u52d5\u304f\u306f\u305a\u3067\u3059\u3002\u3057\u304b\u3057\u3001jupyterlab\u3067\u306f\u52d5\u304d\u307e\u305b\u3093\u3002\u8907\u96d1\u3042\u308b\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u3059\u308b\u5834\u5408\u306f\u3001Jupyter homepage\u306b\u3042\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>installing Jupyter \u3082\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<h1>4. \u53c2\u8003\u30da\u30fc\u30b8<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5b9f\u8df5\u3067\u4f7f\u3046Python\u306e\u6280\u8853\u304c\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u5f0a\u793e\u306e\u30da\u30fc\u30b8\u3067\u3059\u3002\u66f8\u7c4d\u306e\u3088\u3046\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/shilabo.com\/python\/web_self\/<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">pip\u3068conda\u306e\u95a2\u4fc2\uff1a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/www.python.jp\/install\/anaconda\/pip_and_conda.html<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">nbextensions\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb :<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/www.soudegesu.com\/post\/python\/jupyter-autocomplete\/<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/qiita.com\/simonritchie\/items\/d7dccb798f0b9c8b1ec5<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">https:\/\/qiita.com\/SaitoTsutomu\/items\/1326e05eb992a8aa849d<\/ul>\n<h1>5. \u5909\u66f4\u5c65\u6b74<\/h1>\n<ul class=\"post-ul\">2021\/10\/14 : \u8a2d\u5b9a\u5f8c\u306eJupyter Notobook\u306e\u56f3\u3092\u5206\u304b\u308a\u3084\u3059\u3044\u3082\u306e\u306b\u5909\u66f4\u3002<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b Jupyter Notebook\u306f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u3001\u30bf\u30a4\u30d7\u3057\u3066\u3082\u5019\u88dc\u304c\u51fa\u306a\u3044\uff08\u81ea\u52d5\u88dc\u5b8c\u3057\u306a\u3044\uff09\u70ba\u3001\u30a8\u30c7 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45948","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>- 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\/45948-2\/\" \/>\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 Jupyter Notebook\u306f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u3001\u30bf\u30a4\u30d7\u3057\u3066\u3082\u5019\u88dc\u304c\u51fa\u306a\u3044\uff08\u81ea\u52d5\u88dc\u5b8c\u3057\u306a\u3044\uff09\u70ba\u3001\u30a8\u30c7 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45948-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-21T00:24:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-04T04:32:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d61ed37434c4406cfea19\/32-0.png\" \/>\n<meta name=\"author\" content=\"\u9038, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" 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