{"id":46002,"date":"2023-09-07T05:18:52","date_gmt":"2023-08-23T01:33:41","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46002-2\/"},"modified":"2024-04-30T21:49:49","modified_gmt":"2024-04-30T13:49:49","slug":"46002-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46002-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8a18\u4e8b\u7b2c\u4e8c\u5f3eww<\/p>\n<h1>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u74b0\u5883<\/h1>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u304b\u3044\u3046\u4eba\u305f\u3061\u306f\u30d7\u30ec\u30bc\u30f3\u3057\u305f\u308a\u3001\u30c7\u30fc\u30bf\u3092\u898b\u306a\u304c\u3089\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u3057\u305f\u308a\u3059\u308b\u6a5f\u4f1a\u304c\u591a\u3044\u3093\u3060\u3068\u601d\u3044\u307e\u3059\u3002 &lt;- \u9069\u5f53\u306a\u61b6\u6e2c<br \/>\n\u305d\u306e\u305f\u3081\u3001vim\/emacs\u3084\u65e7\u6765\u306eIDE\u3068\u306f\u7570\u306a\u308b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u74b0\u5883\u304c\u5fc5\u8981\u306a\u6c17\u304c\u3057\u307e\u3059\u3002<\/p>\n<p>\u8981\u6c42\u4ed5\u69d8\u3068\u3057\u3066\u306f\u4e0b\u8a184\u70b9\u304b\u306a\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<div>\n<div class=\"post-table\">\u8981\u6c42\u4ed5\u69d8vim\/emacsRstudio\/SpyderSpotfire\/TableuJupyter Notebook\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u3067\u304d\u308b\u25ce\u25cb\u00d7\u25cb\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u304c\u3067\u304d\u308b\u00d7\u25cb\u25ce\u25cb\u518d\u73fe\u6027\u306e\u78ba\u4fdd\u3057\u3084\u3059\u3055\u25b3\u25b3\u00d7\u25cb\u30bb\u30af\u30b7\u30fc\u4e00\u822c\u4eba\u304b\u3089\u898b\u308b\u3068\u00d7\u25cb\u25ce\u25ce<\/div>\n<\/div>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u304b\u3051\u96e2\u308c\u305f\u6063\u610f\u7684\u306a\u8868\u3067\u3059\u304c\u3001Jupyter Notebook\u3092\u4f7f\u3048\u3066\u640d\u306f\u306a\u3044\u306e\u306f\u672c\u5f53\u3067\u3059\u3002<br \/>\nRStudio (python\u306fSpyder)\u3082\u3088\u3044\u3067\u3059\u304c\u3001 \u30bb\u30af\u30b7\u30fc\u3055 \u518d\u73fe\u6027\u78ba\u4fdd\u306e\u89b3\u70b9\u3067\u898b\u308b\u3068\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u3067\u30b3\u30e1\u30f3\u30c8\u304c\u6b8b\u305b\u308bJupyter Notebook\u306e\u65b9\u304c\u5206\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3067\u306a\u304f\u3066\u3082\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u904e\u7a0b\u304c\u4fdd\u5b58\u3067\u304d\u308b\u306e\u3067\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h1>Jupyter Notebook\u3068\u306f?<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Python\u306b\u306f\u5143\u304b\u3089\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30b7\u30a7\u30eb\u304c\u3064\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3067\u7269\u8db3\u308a\u306a\u3044\u4eba\u305f\u3061\u304cIPython(Interactive Python)\u3068\u3044\u3046\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30b7\u30a7\u30eb\u3092\u4f5c\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>IPython\u306e\u4f7f\u3044\u65b9\u3088\u308a\u7279\u5fb4\u3092\u629c\u7c8b<\/p>\n<blockquote><p>\u30bb\u30eb\u6307\u5411\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0: \u30bb\u30eb\u3068\u3044\u3046\u5358\u4f4d\u3067\u307e\u3068\u3081\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059<br \/>\n\u4e88\u7d04\u8a9e\u3084\u5909\u6570\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u540d\u306a\u3069\u306e\u30bf\u30d6\u88dc\u5b8c<br \/>\n\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u8abf\u67fb: \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u540d\u306b?\u3092\u3064\u3051\u308b\u3068\u8a73\u7d30\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u307e\u3059<br \/>\n\u5404\u7a2e\u30de\u30b8\u30c3\u30af\u30b3\u30de\u30f3\u30c9: %%timeit \u3067\u306e\u5b9f\u884c\u901f\u5ea6\u30c1\u30a7\u30c3\u30af\u306a\u3069<br \/>\n\u30b7\u30a7\u30eb\u30b3\u30de\u30f3\u30c9: !ls\u306a\u3069!\u304b\u3089\u59cb\u3081\u308b\u884c\u306f\u30b7\u30a7\u30eb\u30b3\u30de\u30f3\u30c9\u3068\u3057\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059<br \/>\n\u5165\u529b\u3084\u51fa\u529b\u306e\u518d\u5229\u7528: In\u3068Out\u3068\u3044\u3046\u5909\u6570\u5185\u306b\u30bb\u30eb\u306e\u5165\u51fa\u529b\u304c\u4fdd\u5b58\u3055\u308c\u307e\u3059<\/p><\/blockquote>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">IPython\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e2d\u3067\u3001IPython\u3092web\u304b\u3089\u5165\u51fa\u529b\u3067\u304d\u308b IPython Notebook\u3068\u3044\u3046\u306e\u304c\u767b\u5834\u3057\u307e\u3057\u305f\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>pandas\u306e\u30c6\u30fc\u30d6\u30eb\u3001matplotlib\u306e\u30b0\u30e9\u30d5\u3001mathjax\u306e\u6570\u5f0f\u306a\u3069\u304cweb\u306e\u6a5f\u80fd\u3092\u7528\u3044\u3066\u8868\u793a\u3067\u304d\u307e\u3059<br \/>\n\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u3067\u306e\u30b3\u30e1\u30f3\u30c8\u306e\u8868\u793a: \u8a18\u8ff0\u529b\u304c\u4e00\u6c17\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f<br \/>\n.ipynb\u5f62\u5f0f\u3067\u306e\u89e3\u6790\u904e\u7a0b\u306e\u4fdd\u5b58\u3068\u5171\u6709\u304c\u53ef\u80fd\u3067\u3059<\/p>\n<p>github\u306b\u3042\u3052\u308b\u3068\u3001nbviewer\u304b\u3089ipython notebook\u306e\u5f62\u5f0f\u3067\u95b2\u89a7\u53ef\u80fd\u3067\u3059<\/p>\n<p>IPython Notebook\u3092\u898b\u3066\u3044\u305f\u4ed6\u8a00\u8a9e\u30e6\u30fc\u30b6\u304c\u3001\u4ed6\u8a00\u8a9e\u3067\u3082\u52d5\u304f\u3088\u3046\u306bIPython Notebook\u3092\u30d5\u30c3\u30af\u3057\u59cb\u3081\u307e\u3057\u305f\u3002<\/p>\n<p>base\u3068\u3057\u3066\u306fkernel\u3068\u547c\u3070\u308c\u308bzeromq\u30d9\u30fc\u30b9\u3067\u306e\u901a\u4fe1\u3067\u3059<br \/>\n\u3053\u306ekernel\u304c\u5404\u8a00\u8a9e\u3067\u4f5c\u3089\u308c\u59cb\u3081\u307e\u3057\u305f<\/p>\n<p>Julia, Ruby, R\u306a\u3069<\/p>\n<p>IPython Notebook\u3063\u3066\u540d\u524d\u304a\u304b\u3057\u304f\u306d?\u3068\u3044\u3046\u72b6\u6cc1\u306b&#8230;<\/p>\n<p>IPython\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u30b9\u30d4\u30f3\u30a2\u30a6\u30c8\u3057\u3066\u3001Jupyter\u3068\u3044\u3046\u72ec\u7acb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>IPython Notebook 4.0 =&gt; Jupyter Notebook (JuPyteR: Julia + Python + R)<br \/>\n\u306a\u306e\u3067\u3001Jupyter Notebook\u3068IPython Notebook\u306f\u540c\u3058\u3082\u306e\u3067\u3059<br \/>\nIPython\u306e\u306a\u304b\u3067\u958b\u767a\u3055\u308c\u3066\u3044\u305fqtconsole\u3068\u3044\u3046\u30b3\u30f3\u30bd\u30fc\u30eb\u7248\u3082Jupyter\u306b\u79fb\u308a\u307e\u3057\u305f<\/p>\n<p>\u7d50\u679c\u7684\u306b\u3001<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5404\u7a2e\u8a00\u8a9e\u3067\u3001<\/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\">\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u3057\u3084\u3059\u304f\u3001<\/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\">\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u306b\u3088\u308b\u5f37\u529b\u306a\u30b3\u30e1\u30f3\u30c8\u306e\u8868\u73fe\u529b\u3068\u3001<\/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\">web\u306b\u3088\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u74b0\u5883\u3092\u6709\u3057\u3001<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b3\u30fc\u30c9\u304c\u57cb\u3081\u8fbc\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u3067\u8ffd\u8a66\u304c\u5bb9\u6613\u306a\u3001<\/ul>\n<p>\u89e3\u6790\u904e\u7a0b\u306e\u518d\u73fe\u6027\u3068\u4fdd\u5b58\u6027\u3068\u5171\u6709\u6027\u3092\u6709\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\n\u4e00\u7a2e\u306e\u96fb\u5b50\u5b9f\u9a13\u30ce\u30fc\u30c8\u3067\u3059\u3002(\u30a6\u30a3\u30c3\u30c8\u30cd\u30b9\u3068\u304b\u306f\u306a\u3044\u3067\u3059\u304c)<\/p>\n<h1>\u74b0\u5883\u69cb\u7bc9<\/h1>\n<p>\u306a\u3093\u3068anaconda\u3092\u5165\u308c\u308b\u3068\u5168\u90e8\u5165\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\nanaconda\u306e\u74b0\u5883\u69cb\u7bc9\u306f\u3053\u3061\u3089\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u9069\u5f53\u306a\u30d5\u30a9\u30eb\u30c0\u3067\u7aef\u672b\u3092\u7acb\u3061\u4e0a\u3052\u3066\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3092\u53e9\u3044\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\njupyter notebook<br \/>\n\u30d6\u30e9\u30a6\u30b6\u304c\u7acb\u3061\u4e0a\u304c\u3063\u3066http:\/\/localhost:8888\u306bJupyter\u306e\u30da\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u308c\u3070OK\u3067\u3059\u3002<\/p>\n<h1>Jupyter\u306e\u521d\u671f\u8a2d\u5b9a<\/h1>\n<p>\u65e7\u8a18\u4e8b\u7d71\u5408<\/p>\n<hr \/>\n<p>\u8a2d\u5b9a\u3057\u306a\u304f\u3066\u3082\u3068\u308a\u3042\u3048\u305a\u306f\u52d5\u304d\u307e\u3059\u3002<br \/>\n\u6c17\u306b\u3057\u306a\u3044\u65b9\u306f\u8aad\u307f\u98db\u3070\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<hr \/>\n<h2>alias<\/h2>\n<p>jupyter notebook\u3063\u3066\u7d50\u69cb\u9577\u3044\u306e\u3067\u3001note\u3068\u304balias\u4f5c\u3063\u3066\u3082\u3044\u3044\u3067\u3059\u3002<\/p>\n<h2>config\u5468\u308a\u306b\u3064\u3044\u3066<\/h2>\n<p>jupyter 4.0\u3067config\u5468\u308a\u304c\u7d50\u69cb\u5909\u308f\u3063\u305f\u3088\u3046\u306a\u306e\u3067\u524d\u304b\u3089\u4f7f\u3063\u3066\u3044\u308b\u4eba\u306f\u78ba\u8a8d\u3057\u305f\u307b\u3046\u304c\u3088\u3044\u3067\u3059\u3002<br \/>\nhttps:\/\/jupyter.readthedocs.org\/en\/latest\/migrating.html<\/p>\n<h2>config\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u8a2d\u5b9a<\/h2>\n<p>\u53c2\u8003URL<\/p>\n<pre class=\"post-pre\"><code>jupyter notebook <span class=\"nt\">--generate-config<\/span>\r\n<span class=\"c\">#&gt;&gt;&gt; Writing default config to: ~\/.jupyter\/jupyter_notebook_config.py<\/span>\r\npython <span class=\"nt\">-c<\/span> <span class=\"s2\">\"from notebook.auth import passwd;print(passwd())\"<\/span> \r\n<span class=\"c\">#&gt;&gt;&gt; Enter password:<\/span>\r\n<span class=\"c\">#&gt;&gt;&gt; Verify password:<\/span>\r\n<span class=\"c\">#&gt;&gt;&gt; 'sha1:........'<\/span>\r\n<\/code><\/pre>\n<p>sha1:&#8230;\u3067\u306f\u3058\u307e\u308b\u30cf\u30c3\u30b7\u30e5\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u30b3\u30d4\u30fc\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code>vi ~\/.jupyter\/jupyter_notebook_config.py\r\n<\/code><\/pre>\n<h4>\u4e3b\u306b\u5909\u66f4\u3059\u308b\u7b87\u6240<\/h4>\n<p>\u4e0b\u8a18\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u63a2\u3057\u3066\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30e1\u30f3\u30c8\u3092\u5916\u3057\u3066\u5024\u3092\u8a18\u8f09\u3057\u307e\u3059\u3002<\/p>\n<div>\n<div class=\"post-table\">\u30d1\u30e9\u30e1\u30fc\u30bf\u521d\u671f\u5024\u30b3\u30e1\u30f3\u30c8c.NotebookApp.ip&#8217;localhost&#8217;\u4ed6\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30de\u30b7\u30f3\u304b\u3089\u3082\u30a2\u30af\u30bb\u30b9\u3057\u305f\u3044\u5834\u5408\u306f\u5909\u66f4\u3059\u308b\u3002&#8217;*&#8217;\u3067\u30d5\u30eb\u30aa\u30fc\u30d7\u30f3\u3002c.NotebookApp.notebook_dirnullJupyter\u306e\u30ab\u30ec\u30f3\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u5b9a\u3002\u3069\u3053\u304b\u306b\u6307\u5b9a\u3057\u3066\u7f6e\u304f\u3068\u826f\u3044\u3002c.NotebookApp.open_browserTrue\u7acb\u3061\u4e0a\u3052\u6642\u306bbrowser\u3092\u958b\u304f\u304b\u3002X\u304c\u5165\u3063\u3066\u306a\u3044\u30b5\u30fc\u30d0\u3068\u304b\u306fFalse\u306b\u3057\u3066\u304a\u304f\u3002c.NotebookApp.port8888\u4ed6\u30678888\u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u5225\u306e\u30dd\u30fc\u30c8\u3092\u6307\u5b9a\u3002c.NotebookApp.passwordnull\u5148\u307b\u3069\u30b3\u30d4\u30fc\u3057\u305f\u30cf\u30c3\u30b7\u30e5\u6587\u5b57\u5217\u3092\u5165\u308c\u308b\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u8a8d\u8a3c\u304c\u304b\u3051\u3089\u308c\u308b\u3002<\/div>\n<\/div>\n<p>\u4ed6\u306b\u3082ssl\u306e\u8a2d\u5b9a\u306a\u3093\u304b\u3082\u3042\u308b\u306e\u3067\u3001web\u306b\u516c\u958b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u304d\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>IPython\u7acb\u3061\u4e0a\u3052\u6642\u306b\u8aad\u307f\u8fbc\u3080\u30e9\u30a4\u30d6\u30e9\u30ea<\/h2>\n<p>~\/.ipython\/profile_default\/startup\u306b\u6700\u521d\u306b\u8aad\u307f\u8fbc\u3080\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8a18\u8f09\u3057\u3066\u304a\u304f\u3068\u3001kernel\u8d77\u52d5\u6642\u306b\u4e00\u7dd2\u306b\u8aad\u3093\u3067\u304f\u308c\u307e\u3059\u3002<br \/>\n\u30bb\u30eb\u30de\u30b8\u30c3\u30af\u3082ipy\u5f62\u5f0f\u306a\u3089\u8a18\u8ff0\u53ef\u80fd\u306a\u306e\u3067\u3001%matplotlin inline\u3082\u8a18\u8f09\u3057\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3059\u3002<br \/>\nseaborn\u306e\u597d\u307f\u306e\u66f8\u304d\u65b9\u3068\u304b\u3042\u308c\u3070\u4e00\u7dd2\u306b\u66f8\u3044\u3068\u304f\u3068\u3001\u305d\u306e\u5f8c\u304c\u697d\u3067\u3059\u3002<br \/>\n\u3042\u307e\u308a\u66f8\u304d\u3059\u304e\u308b\u3068kernel\u306e\u7acb\u3061\u4e0a\u304c\u308a\u304c\u9045\u304f\u306a\u308b\u306e\u3067\u30a4\u30e9\u30a4\u30e9\u3057\u307e\u3059\u3002(pandas\u3068\u304b\u5272\u3068\u91cd\u3044\u3067\u3059)<\/p>\n<p>\u4f8b:<\/p>\n<pre class=\"post-pre\"><code>%matplotlib inline\r\nfrom matplotlib import pyplot as plt\r\nimport seaborn as sns\r\nimport numpy as np\r\nimport pandas as pd\r\n<\/code><\/pre>\n<h2>extension<\/h2>\n<p>Jupyter Notebookn\u306b\u306fextension\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\n\u4e0b\u8a18\u306e\u8a18\u4e8b\u306b\u307e\u3068\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u5272\u611b\u3057\u307e\u3059\u3002<br \/>\nextension\u3092\u8ffd\u52a0\u3057\u3066\u3082\u3063\u3068\u5feb\u9069\u306aJupyter\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b<br \/>\njupyter notebook extensions python-markdown(markdown + jinja2)<\/p>\n<h2>RISE<\/h2>\n<p>Jupyter Notebook\u3067\u30d7\u30ec\u30bc\u30f3\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u30af\u30fc\u30eb\u306a\u62e1\u5f35\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>git clone https:\/\/github.com\/damianavila\/RISE\r\ncd RISE\r\npython setup.py install\r\n<\/code><\/pre>\n<p>\u30ce\u30fc\u30c8\u30da\u30fc\u30b8\u306e\u53f3\u4e0a\u306b\u30b9\u30e9\u30a4\u30c9\u30b7\u30e7\u30fc\u30dc\u30bf\u30f3\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3059<br \/>\n\u30ce\u30fc\u30c8\u30da\u30fc\u30b8\u306eCell Toolbar\u30dc\u30bf\u30f3\u3067Slideshow\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u3069\u3053\u307e\u3067\u3092\u4e00\u679a\u306e\u30b9\u30e9\u30a4\u30c9\u306b\u3059\u308b\u304b\u306a\u3069\u304c\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>Jupyter Content Management Extensions<\/h2>\n<p>(3\/21\u8ffd\u8a18)<br \/>\nIBM\u304c\u8d85\u4fbf\u5229\u306a\u62e1\u5f35\u6a5f\u80fd\u3092\u4f5c\u3063\u3066\u304f\u308c\u305f\u306e\u3092\u5fd8\u308c\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u3053\u308c\u3092\u5165\u308c\u308b\u3068jupyter\u304b\u3089notebook\u30d5\u30a1\u30a4\u30eb\u5185\u306e\u5168\u6587\u691c\u7d22\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\nIBM\u306e\u7d39\u4ecbblog<br \/>\npip\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>pip <span class=\"nb\">install <\/span>jupyter_cms\r\njupyter cms <span class=\"nb\">install<\/span> <span class=\"nt\">--user<\/span> <span class=\"nt\">-s<\/span> \r\njupyter cms activate\r\njupyter notebook\r\n<\/code><\/pre>\n<p>jupyter cms activate\u3057\u3066\u304b\u3089notebook\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3068\u3001tree\u306e\u753b\u9762\u306bsearch\u30dc\u30bf\u30f3\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002<br \/>\n\u914d\u4e0b\u306ecode\u306e\u691c\u7d22\u3084\u30b3\u30e1\u30f3\u30c8\u306e\u691c\u7d22\u3082\u3067\u304d\u308b\u306e\u3067\u518d\u5229\u7528\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<br \/>\n\u691c\u7d22\u3082\u304b\u306a\u308a\u67d4\u8edf\u306b\u3067\u304d\u307e\u3059\u3002<br \/>\n\uff08\u30d7\u30ec\u30d3\u30e5\u30fc\u307e\u3067\u3042\u308b\u3068\u3082\u3063\u3068\u5b09\u3057\u3044\u3067\u3059\u304c&#8230;\uff09<\/p>\n<p>\u305d\u306e\u4ed6\u3001jupyter notebook\u3067\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u308c\u308b\u62e1\u5f35\u6a5f\u80fd\u306a\u3069\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\nJupyterDay NYC\u306e\u30b9\u30e9\u30a4\u30c9<br \/>\ngithub<\/p>\n<p>(3\/21\u8ffd\u8a18\u3053\u3053\u307e\u3067)<\/p>\n<h1>Jupyter Notebook\u306e\u4f7f\u3044\u65b9<\/h1>\n<p>\u826f\u8a18\u4e8b\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\nJupyter\u4e8b\u59cb\u3081<\/p>\n<p>(2016\uff654\uff6513\u8ffd\u8a18)<br \/>\n\u74b0\u5883\u306e\u5207\u308a\u66ff\u3048\u306fjupyter_environment_kernels\u3068\u3044\u3046\u306e\u3092\u5165\u308c\u308b\u3068\u306f\u304b\u3069\u308a\u307e\u3059\u3002<br \/>\n\u3053\u3061\u3089\u306e\u7d20\u6674\u3089\u3057\u3044\u8a18\u4e8b\u3067\u77e5\u308a\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8a18\u4e8b\u7b2c\u4e8c\u5f3eww \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u74b0\u5883 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u304b [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46002","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\/46002-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8a18\u4e8b\u7b2c\u4e8c\u5f3eww 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