{"id":9208,"date":"2018-02-27T11:17:34","date_gmt":"2018-02-27T02:17:34","guid":{"rendered":"https:\/\/www.amulet.co.jp\/shop-blog\/?p=9208"},"modified":"2020-09-23T09:50:09","modified_gmt":"2020-09-23T00:50:09","slug":"ubuntu%e3%81%a7python-jupyter-notebook%e3%82%92%e4%bd%bf%e3%81%a3%e3%81%a6%e3%83%87%e3%82%a3%e3%83%bc%e3%83%97%e3%83%a9%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e5%8b%89%e5%bc%b7%e7%94%a8%e3%82%b5","status":"publish","type":"post","link":"https:\/\/www.amulet.co.jp\/shop-blog\/?p=9208","title":{"rendered":"Ubuntu\u3067Python + Jupyter Notebook\u3092\u4f7f\u3063\u3066\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u52c9\u5f37\u7528\u30b5\u30fc\u30d0\u30fc\u3092\u69cb\u7bc9\u3057\u3066\u307f\u305f\uff01"},"content":{"rendered":"<h1>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/h1>\n<p><a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/jupyter_notebook.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9209\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/jupyter_notebook.png\" alt=\"\" width=\"550\" height=\"173\"><\/a> <a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/python.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9210\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/python.png\" alt=\"\" width=\"100\" height=\"100\"><\/a> <a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/Ubuntu_logo.svg_.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-9211\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/Ubuntu_logo.svg_.png\" alt=\"\" width=\"300\" height=\"70\"><\/a><\/p>\n<p>\u8fd1\u5e74\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u57fa\u306b\uff0c\u3044\u308d\u3044\u308d\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u898b\u76f4\u3059\u6d41\u308c\u304c\u3067\u304d\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6642\u306b\u7528\u3044\u3089\u308c\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u304c\uff0c\u4fd7\u306b\u8a00\u3046\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\u3067\u3059\u3002<\/p>\n<p>\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u56e0\u679c\u3092\u57fa\u306b\uff0c\u6b63\u3057\u3044\u6570\u5f0f\u3092\u985e\u63a8\u3059\u308b\u4f5c\u696d\u3092\u6307\u3057\uff0c\u5b9f\u969b\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3084\u8981\u7d20\u306f\u3068\u3066\u3082\u591a\u304f\uff0c\u5927\u898f\u6a21\u306a\u30b5\u30fc\u30d0\u30fc\u7fa4\u306b\u3088\u3063\u3066\u904b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u8a00\u3046\u3068\u306a\u3093\u3060\u304b\u9060\u3044\u4e16\u754c\u306e\u3088\u3046\u306a\u611f\u3058\u304c\u3057\u307e\u3059\u304c\uff0c\u5b9f\u306f\u4e00\u822c\u7684\u306a\u30d1\u30bd\u30b3\u30f3\u3067\u3082\u540c\u3058\u3088\u3046\u306a\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u306f\uff0c\u5f0a\u793e\u3067\u3082\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u52c9\u5f37\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u3065\u304f\u308a\u3092\u884c\u3063\u3066\u307f\u307e\u3057\u305f\u3002\u3053\u308c\u304b\u3089Python\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u305f\u3044\u65b9\u306e\u304a\u5f79\u306b\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\u3002<\/p>\n<h1>\u7528\u610f\u3059\u308b\u74b0\u5883<\/h1>\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u3088\u304f\u8a71\u984c\u306b\u4e0a\u304c\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u300cTensorFlow\u300d\uff0c\u300cChainer\u300d\u306e\u4e8c\u3064\u3060\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002TensorFlow\u306f\u3044\u304f\u3064\u304b\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u304c\uff0cChainer\u306fPython\u5c02\u7528\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001TensorFlow\u3092\u7279\u5b9a\u306e\u8a00\u8a9e\u3067\u5b9f\u884c\u3059\u308b\u306e\u3067\u306a\u3051\u308c\u3070\u3001Python\u3067\u4e21\u65b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u65b9\u304c\uff0c\u958b\u767a\u74b0\u5883\u3068\u3057\u3066\u306f\u7de8\u96c6\u304c\u3057\u3084\u3059\u3044\uff0c\u7d50\u679c\u3082\u4fdd\u5b58\u3057\u3066\u304a\u3051\u308b\u306a\u3069\u306e\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0a\u306e\u7406\u7531\u304b\u3089\uff0c\u4eca\u56de\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u8a00\u8a9e\u3068\u3057\u3066Python\u3092\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u691c\u8a3c\u30c4\u30fc\u30eb\u3068\u3057\u3066<a href=\"http:\/\/jupyter.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Jupyter Notebook<\/a>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<h1>\u7528\u610f\u3059\u308b\u3082\u306e<\/h1>\n<p>Ubuntu\uff08\u30d0\u30fc\u30b8\u30e7\u30f3\u306f16.04\u4ee5\u964d\u304c\u304a\u3059\u3059\u3081\u3067\u3059\uff0c\u3082\u3046\u3059\u305018.04 LTS\u304c\u51fa\u308b\u4e88\u5b9a\u3067\u3059\u3002\uff09<br \/>\n\u203bRedHat\u7cfb\u306eCentOS 7\u3067\u3082\u53ef\u80fd\u3067\u3059\u304c\uff0cyum\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u306a\u3044\u305f\u3081\uff0c\u4eca\u56de\u306f\u3088\u308a\u7c21\u4fbf\u306aUbuntu\u3092\u30e1\u30a4\u30f3\u306b\u7528\u3044\u307e\u3059\u3002<\/p>\n<h1>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806<\/h1>\n<p><strong>Ubuntu\u7cfb<\/strong><\/p>\n<blockquote><p>ubuntu\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u300eapt\u300f\u3092\u4f7f\u3063\u3066\u4e3b\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<p>ubuntu\u3067\u306f\u3001python\u304cver2\u95a2\u9023\u3068ver3\u95a2\u9023\u304c\u4e21\u7acb\u3067\u304d\u308b\u305f\u3081\u3001\u4e21\u65b9\u3068\u3082\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<p># apt install python-pip python-pandas python-sklearn<br \/>\n# apt install python3-pip python3-pandas python3-sklearn<br \/>\n# apt install jupyter-notebook<br \/>\n\u2192\u4f9d\u5b58\u95a2\u4fc2\u3067\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3082\u307e\u3068\u3081\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>apt\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u306a\u3044chainer\u3068TendsorFlow\u3092pip\u3092\u4f7f\u7528\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<br \/>\n# pip install chainer tensorflow pandas-ml<br \/>\n# pip3 install chainer tensorflow pandas-ml<br \/>\n\u3053\u308c\u3067\u3001chainer\u306a\u3069\u3092\u52d5\u304b\u3059\u306e\u306b\u5fc5\u8981\u3067\u3042\u308d\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002<\/p><\/blockquote>\n<p><strong>CentOS\u7cfb<\/strong><\/p>\n<blockquote><p>epel\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u304b\u3089\u30ea\u30dd\u30b8\u30c8\u30ea\u767b\u9332\u7528rpm\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\n\u305d\u306e\u5f8c\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u958b\u3044\u3066\uff0c<br \/>\n# yum install python-pip<br \/>\npip\u306fPython\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3001\u3053\u3053\u304b\u3089\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<br \/>\npip install pip &#8211;upgrade<br \/>\npip install jupyter matplotlib sklearn chainer scipy pandas-ml<\/p><\/blockquote>\n<h1>\u4f7f\u7528\u65b9\u6cd5<\/h1>\n<p>\u57fa\u672c\u7684\u306b\u306f\uff0c\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u8d77\u52d5\u3057\u3066\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u30b5\u30fc\u30d3\u30b9\u304c\u8d77\u52d5\u3057\u307e\u3059\u3002\u540c\u6642\u306b\u521d\u671f\u30da\u30fc\u30b8\u304c\u958b\u3044\u305f\u72b6\u614b\u306e\u30d6\u30e9\u30a6\u30b6\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<blockquote><p>jupyter-notebook<\/p><\/blockquote>\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u30d5\u30a9\u30eb\u30c0\u3092\u5909\u66f4\u3057\u307e\u3059\u3002<\/p>\n<blockquote><p>jupyter-notebook &#8211;notebook-dir=&#8221;\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u30d1\u30b9&#8221;<\/p><\/blockquote>\n<p>\u8d77\u52d5\u6642\u304b\u3089\u30c7\u30fc\u30e2\u30f3\u3068\u3057\u3066\u8d77\u52d5\u3059\u308b\u5834\u5408\u306f\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>jupyter-notebook &#8211;no-browser &amp;<\/p><\/blockquote>\n<p>\u5185\u5bb9\u306e\u30c6\u30b9\u30c8\u306f\uff0c\u30d6\u30e9\u30a6\u30b6\u306b\u4ee5\u4e0b\u306e\u30a2\u30c9\u30ec\u30b9\u3092\u5165\u529b\u3057\u3066\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n<blockquote><p>http:\/\/localhost:8888<\/p><\/blockquote>\n<p>\u5236\u9650\u304c\u306a\u3051\u308c\u3070\u540c\u3058\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304b\u3089IP\u30a2\u30c9\u30ec\u30b9\u3092\u76f4\u63a5\u6307\u5b9a\u3057\u3066\u4ed6\u306e\u7aef\u672b\u304b\u3089\u3082\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30c8\u30c3\u30d7\u30da\u30fc\u30b8\u3067\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u30d5\u30a9\u30eb\u30c0\u306e\u30d5\u30a1\u30a4\u30eb\u4e00\u89a7\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/h2>\n<p>\u3053\u3053\u3067\u306f\u30d5\u30a9\u30eb\u30c0\u306b\u5b58\u5728\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u306e\u4e00\u89a7\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/9811ad3b230ecd11faaff0e507385217.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9215\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/9811ad3b230ecd11faaff0e507385217.png\" alt=\"\" width=\"550\" height=\"51\"><\/a><\/p>\n<p>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30d5\u30a1\u30a4\u30eb\u3067\u3042\u308b\u5834\u5408\uff0c\u305d\u308c\u304c\u5b9f\u884c\u4e2d\u3067\u3042\u308b\u304b\u3082\u8868\u793a\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\n\u53f3\u4e0a\u306eNew\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u30d5\u30a1\u30a4\u30eb\u3084\u30d5\u30a9\u30eb\u30c0\u306e\u4f5c\u6210\u304c\u884c\u3048\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/e27f25107ac0f48166ef1e0f5f5805a7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9214\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/e27f25107ac0f48166ef1e0f5f5805a7.png\" alt=\"\" width=\"412\" height=\"406\"><\/a><\/p>\n<p>\u4f5c\u6210\u3067\u304d\u308b\u30d5\u30a1\u30a4\u30eb\u306f\uff0c\u4f7f\u7528\u3067\u304d\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u8a00\u8a9e\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3068\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002<br \/>\n\u307e\u305f\uff0cterminal\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u30ce\u30fc\u30c8\u30d6\u30c3\u30afUI(\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9)<\/h2>\n<p><a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/d55f78872d7c409f430cad12bea64867.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9216\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/d55f78872d7c409f430cad12bea64867.png\" alt=\"\" width=\"550\" height=\"77\"><\/a><\/p>\n<p>\u4e00\u3064\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u306a\u3069\u3092\u8a18\u8ff0\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5206\u5272\u3057\u3066\uff0c\u7279\u5b9a\u306e\u30bd\u30fc\u30b9\u3060\u3051\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u3053\u306e\u4e00\u3064\u306e\u8a18\u8ff0\u5358\u4f4d\u3092\u30bb\u30eb\u3068\u3044\u3044\u307e\u3059\u3002\u8d77\u52d5\u4e2d\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\uff0c\u4eca\u307e\u3067\u5b9f\u884c\u3055\u308c\u305f\u5168\u3066\u306e\u30bb\u30eb\u306e\u7d50\u679c\u3092\u4fdd\u6301\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u4fdd\u6301\u3057\u3066\u3044\u308b\u5185\u5bb9\u306f\u30bb\u30eb\u306e\u5b9f\u884c\u3054\u3068\u306b\u4e0a\u66f8\u304d\u3055\u308c\u307e\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\uff0c\u540c\u3058\u5909\u6570\u540d\u3067\u9055\u3046\u5024\u3092\u5165\u529b\u3057\u76f4\u3057\u305f\u5834\u5408\uff0c\u5024\u306f\u4e0a\u66f8\u304d\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30bb\u30eb\u306f\u3042\u304f\u307e\u3067\u72ec\u7acb\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u6587\u3067\u3042\u308a\uff0c\u30bb\u30eb\u306e\u4e26\u3073\uff1d\u5b9f\u884c\u9806\u756a\u3067\u3042\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305f\u3060\u3057\uff0c\u4e00\u62ec\u5b9f\u884c\u306a\u3069\u306e\u5834\u5408\u306f\u4e0a\u306e\u30bb\u30eb\u304b\u3089\u9806\u306b\u51e6\u7406\u304c\u884c\u308f\u308c\u307e\u3059\u3002<br \/>\n\u5b9f\u884c\u3057\u305f\u30bb\u30eb\u306b\u51fa\u529b\u3092\u884c\u3046\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3042\u3063\u305f\u5834\u5408\uff0c\u305d\u306e\u51fa\u529b\u304c\u30bb\u30eb\u306e\u4e0b\u90e8\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u7de8\u96c6\u753b\u9762\u306b\u306f\uff0c\u30c6\u30ad\u30b9\u30c8\u30e1\u30cb\u30e5\u30fc\u3068\u30a2\u30a4\u30b3\u30f3\u30e1\u30cb\u30e5\u30fc\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u30e1\u30cb\u30e5\u30fc\u306f\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u5206\u5272\u3055\u308c\u3066\u304a\u308a\uff0c\u30ab\u30c6\u30b4\u30ea\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3053\u3068\u3067\u5b9f\u884c\u3067\u304d\u308b\u6307\u793a\u306e\u4e00\u89a7<br \/>\n\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<br \/>\n\u30a2\u30a4\u30b3\u30f3\u30e1\u30cb\u30e5\u30fc\u306f\u30c6\u30ad\u30b9\u30c8\u30e1\u30cb\u30e5\u30fc\u306e\u4e2d\u3067\u7279\u306b\u4f7f\u7528\u3055\u308c\u308b\u3067\u3042\u308d\u3046\u6a5f\u80fd\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u57fa\u672c\u7684\u306a\u6d41\u308c<\/h2>\n<ol>\n<li>\u30bb\u30eb\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a18\u8ff0\u3059\u308b<\/li>\n<li>\u5b9f\u884c\u3059\u308b\u3001\u3042\u308b\u3044\u306f\u65b0\u305f\u306a\u30bb\u30eb\u306b\u8ffd\u8a18\u3059\u308b<\/li>\n<\/ol>\n<p>\u306e\u7e70\u308a\u8fd4\u3057\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u5b9f\u9a13\u306e\u904e\u7a0b\u3092\u3059\u3079\u3066\u8ffd\u3046\u5834\u5408\u306b\u306f\u540c\u3058\u5185\u5bb9\u306e\u30bb\u30eb\u3092\u30b3\u30d4\u30fc\u3057\u3066\u7de8\u96c6\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<br \/>\n\u6700\u7d42\u7684\u306a\u4e00\u672c\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\uff0c\u540c\u3058\u30bb\u30eb\u4e0a\u3067\u7de8\u96c6\u3092\u884c\u3046\u3053\u3068\u3067\u898b\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u5b9f\u884c<\/h2>\n<p>\u30bb\u30eb\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u3044\u305f\u3089\uff0c\u305d\u308c\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u30e1\u30cb\u30e5\u30fc\u3067\u306fCell\u3092\u9078\u629e\u3057\u4ee5\u4e0b\u306e\u5b9f\u884c\u65b9\u6cd5\u306e\u3046\u3061\u3069\u308c\u304b\u3092\u9078\u629e\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<blockquote><p>Run Cells &#8211; \u30bb\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3059<br \/>\nRun Cells and Select Below &#8211; \u30bb\u30eb\u3092\u5b9f\u884c\u3057\u3001\u6b21\u306e\u30bb\u30eb\u3078\u79fb\u52d5\u3057\u307e\u3059<br \/>\nRun Cells and Insert Below &#8211; \u30bb\u30eb\u3092\u5b9f\u884c\u3057\u3001\u304b\u3089\u306e\u30bb\u30eb\u3092\u73fe\u5728\u306e\u30bb\u30eb\u306e\u76f4\u4e0b\u306b\u4f5c\u6210\u3057\u79fb\u52d5\u3057\u307e\u3059<\/p><\/blockquote>\n<p>\u30a2\u30a4\u30b3\u30f3\u30e1\u30cb\u30e5\u30fc\u3067\u306f\u5de6\u304b\u3089\uff18\u756a\u76ee\u304c\u300eRun Cells and Select Below \u300f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u51e6\u7406\u4e2d\u3001\u4e2d\u65ad<\/h2>\n<p>\u51e6\u7406\u9014\u4e2d\u306e\u30bb\u30eb\u306b\u306fin\u306e\u8868\u793a\u304c\uff0cin[] \u304b\u3089 in[*] \u306b\u5909\u308f\u308a\u307e\u3059\u3002<br \/>\n\u7121\u9650\u30eb\u30fc\u30d7\u306b\u9665\u3063\u3066\u3044\u308b\u306a\u3069\u3067\uff0c\u51e6\u7406\u3092\u4e2d\u65ad\u3055\u305b\u305f\u3044\u5834\u5408\u306f\uff0ckernel.interrupt\u3092\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u4e2d\u65ad\u3067\u304d\u307e\u3059\u3002<br \/>\n\u4e2d\u65ad\u3055\u308c\u305f\u6bb5\u968e\u3067\u30bb\u30eb\u306b\u5165\u529b\u756a\u53f7\u304c\u632f\u3089\u308c\uff0c\u51fa\u529b\u306b KeyboardInterrupt: \u306e\u30a8\u30e9\u30fc\u51fa\u529b\u304c\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2>\u30bb\u30eb\u306e\u7de8\u96c6<\/h2>\n<p>\u30bb\u30eb\u306f\u30b3\u30d4\u30fc\uff0c\u5207\u308a\u53d6\u308a\uff0c\u8cbc\u308a\u4ed8\u3051\uff0c\u4e0a\u4e0b\u306e\u79fb\u52d5\u304c\u30a2\u30a4\u30b3\u30f3\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u53ef\u80fd\u3067\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u3057\u3066\u4e26\u3073\u66ff\u3048\u308b\u6642\u3084\u8a66\u884c\u932f\u8aa4\u4e2d\u306b\u30bb\u30eb\u3092\u8907\u88fd\u3059\u308b\u6642\u306a\u3069\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<br \/>\n\u30bb\u30eb\u3092\u5bfe\u8c61\u306b\u53d6\u308b\u6642\u306f\u30bb\u30eb\u3092\u5de6\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u30dc\u30c3\u30af\u30b9\u3092\u30af\u30ea\u30c3\u30af\u3057\u7de8\u96c6\u4e2d\u306e\u5834\u5408\u306f\u5de6\u304c\u7dd1\u306b\uff0c\u9078\u629e\u72b6\u614b\u306e\u5834\u5408\u306f\u9752\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u5b9f\u884c\u4f8b<\/h2>\n<p>\u30c6\u30b9\u30c8\u3068\u3057\u3066\u7c21\u5358\u306b\u52d5\u304b\u3057\u305f\u5834\u5408\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u304c\u4ee5\u4e0b\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u307e\u305a\u4e00\u3064\u76ee\u306e\u30bb\u30eb\u3067\u300c\u5909\u6570a\u300d\u306b\u300c100\u300d\u3068\u3044\u3046\u5024\u3092\u4ee3\u5165\u3057\uff0c\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\n\u6b21\u306e\u30bb\u30eb\u3067\u5909\u6570\u306e\u8eab\u3092\u8a18\u8ff0\u3057\u3066\u3044\u307e\u3059\u304c\uff0c\u6700\u5f8c\u306e\u4e00\u884c\u304c\u6570\u5b57\uff0c\u8a08\u7b97\uff0c\u5909\u6570\uff0c\u82f1\u6570\u5b57\u3067\u59cb\u307e\u3089\u306a\u3044\u6587\u5b57\u5217\u3067\u3042\u3063\u305f\u5834\u5408\u306f echo() \u3068\u540c\u3058\u3088\u3046\u306b\u51fa\u529b\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/e1944b7a560bcbdd9bbf946b6f8b2090.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9223\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/e1944b7a560bcbdd9bbf946b6f8b2090.png\" alt=\"\" width=\"2376\" height=\"420\"><\/a><br \/>\n\u6b21\u306e\u753b\u50cf\u3067\u306f\uff0c\u4e00\u884c\u76ee\u3092\u9078\u629e\u3057\u76f4\u3057\u305f\u5f8c\u3067\u300einsert cell below\u300f\u3067\u30bb\u30eb\u3092\u8ffd\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/def505a0081226128c0bd147b9db0e85.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9224\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/def505a0081226128c0bd147b9db0e85.png\" alt=\"\" width=\"2376\" height=\"436\"><\/a>\u8ffd\u52a0\u3057\u305f\u30bb\u30eb\u306b\u300c\u5909\u6570b\u300d\u3092\u5b9a\u7fa9\u3057\uff0c\u300c\u5909\u6570a\u300d\u3068\u300c\u5909\u6570b\u300d\u3092\u52a0\u7b97\u3092\u5b9f\u884c\u3057\u3066\u8868\u793a\u3057\u307e\u3059\u3002<br \/>\n\u65e2\u306b\u300c\u5909\u6570a\u300d\u306f\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u305f\u3081\uff0c\u5b9f\u884c\u7d50\u679c\u306f\u6b21\u306e\u753b\u50cf\u306e\u901a\u308a\uff0c\u6b63\u5e38\u306b\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/d7ab0fcb91bf5e846c7cbe27d8075d43.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9225\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/d7ab0fcb91bf5e846c7cbe27d8075d43.png\" alt=\"\" width=\"2368\" height=\"458\"><\/a>\u305d\u306e\u6b21\u306e\u753b\u50cf\u306f\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u305f\u30bb\u30eb\u3068\uff0c\u305d\u306e\u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b\u30bb\u30eb\u306e\u9806\u3067\u5b9f\u884c\u3057\uff0c\u3053\u3061\u3089\u3082\u554f\u984c\u306a\u304f\u52d5\u4f5c\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/67a4783577f40f370546f5ff6356c8d2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9227\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/67a4783577f40f370546f5ff6356c8d2.png\" alt=\"\" width=\"2346\" height=\"730\"><\/a><a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/32d83142eb96b6385abaaf2bae3eec48.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9228\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/32d83142eb96b6385abaaf2bae3eec48.png\" alt=\"\" width=\"2338\" height=\"856\"><\/a>\u6b21\u306e\u753b\u50cf\u3067\u306f\u7d42\u308f\u3089\u306a\u3044 while\u6587 \u3092\u5b9f\u884c\u3057\u7d9a\u3051\uff0c\u30bb\u30eb\u306e in[] \u304c in[*] \u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/8f8829b9dbda4c1114034f1ed6cab0b1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9229\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/8f8829b9dbda4c1114034f1ed6cab0b1.png\" alt=\"\" width=\"2344\" height=\"996\"><\/a>\u6700\u5f8c\u306e\u753b\u50cf\u3067\u306f\u3001\u300ekernel interrupt\u300f\u3092\u884c\u3044\u7d42\u4e86\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/c50c4c386e7d2580f5a779eeb4cacc88.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9230\" src=\"https:\/\/www.amulet.co.jp\/shop-blog\/wp-content\/uploads\/2018\/02\/c50c4c386e7d2580f5a779eeb4cacc88.png\" alt=\"\" width=\"1256\" height=\"249\"><\/a><\/p>\n<h2>\u304a\u308f\u308a\u306b<\/h2>\n<p>\u3044\u304b\u304c\u3067\u3057\u305f\u3067\u3057\u3087\u3046\u304b\u3002<br \/>\n<strong>Jupyter Notebook\u306f\uff0c\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5b9f\u884c\u74b0\u5883\u3068\u3057\u3066\u306f\u3068\u3066\u3082\u4f7f\u3044\u52dd\u624b\u304c\u3044\u3044\u3082\u306e\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u30c7\u30fc\u30bf\u304c\u5927\u304d\u3044\u3068\u51e6\u7406\u6642\u9593\u3082\u5fc5\u8981\u306a\u51e6\u7406\u80fd\u529b\u3082\u5897\u5927\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4eca\u56de\u5e97\u982d\u306b\u3066\u5b9f\u9a13\u3067\u304d\u308b\u74b0\u5883\u3092\u5f0a\u793e\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30baPC\u3067\u3042\u308b<a href=\"https:\/\/www.amulet.co.jp\/products\/custompc\/ps-tower.html\" target=\"_blank\" rel=\"noopener noreferrer\">POWERSTEP Tower<\/a>\u306b\u3066\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u51e6\u7406\u7528\u306bGPU\u306f\u7a4d\u3093\u3067\u3044\u306a\u3044\u3082\u306e\u306e\u3001\u305d\u3053\u305d\u3053\u306e\u51e6\u7406\u306f\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<br \/>\n<strong>\u3053\u306e\u30d6\u30ed\u30b0\u3067\u3054\u7d39\u4ecb\u3057\u305f\u30c7\u30e2\u74b0\u5883\u3092\uff0c\u6765\u90312\/26\uff08\u6708\uff09\u301c\u6765\u67083\/9\u307e\u3067\u5f0a\u793e\u5e97\u982d\u3067\u516c\u958b\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5b9f\u9a13\u306f\u3054\u81ea\u7531\u306b\u884c\u3063\u3066\u3044\u305f\u3060\u3044\u3066\u69cb\u3044\u307e\u305b\u3093\u304c\u3001\u4f5c\u6210\u3057\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3001\u53d7\u3051\u6e21\u3057\u306a\u3069\u306f\u7533\u3057\u8a33\u3042\u308a\u307e\u305b\u3093\u304c\u3054\u9060\u616e\u3044\u305f\u3060\u304f\u5f62\u306b\u306a\u308a\u307e\u3059\u3002\u4f55\u5352\u3054\u4e86\u627f\u3044\u305f\u3060\u304d\u307e\u3059\u3088\u3046\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n\u3053\u306e\u6a5f\u4f1a\u306b\u662f\u975e\u5e97\u982d\u307e\u3067\u304a\u8d8a\u3057\u304f\u3060\u3055\u3044\uff0c\u304a\u5f85\u3061\u3057\u3066\u304a\u308a\u307e\u3059\uff01<\/p>\n<p>&nbsp;<\/p>\n<p>2020\/9\/23 \u8ffd\u8a18<br \/>\n\u5f0a\u793e\u3067\u306f\u3001\u4e0a\u8a18\u88fd\u54c1\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3057\u305f\u65b0\u3057\u3044 Tower\u3092\u3092\u3054\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.amulet.co.jp\/solutions\/custompc\/ps-tower\/\">POWERSTEP Tower<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01 \u8fd1&#8230;<\/p>\n","protected":false},"author":2,"featured_media":9214,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[12,13,14],"tags":[36],"class_list":["post-9208","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-powerstep","category-display","category-service","tag-36"],"_links":{"self":[{"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=\/wp\/v2\/posts\/9208","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9208"}],"version-history":[{"count":17,"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=\/wp\/v2\/posts\/9208\/revisions"}],"predecessor-version":[{"id":13740,"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=\/wp\/v2\/posts\/9208\/revisions\/13740"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=\/wp\/v2\/media\/9214"}],"wp:attachment":[{"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9208"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9208"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.amulet.co.jp\/shop-blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}