{"id":1263,"date":"2019-04-15T01:08:16","date_gmt":"2019-04-14T16:08:16","guid":{"rendered":"https:\/\/blog.minatoproject.com\/?p=1263"},"modified":"2020-01-07T01:29:51","modified_gmt":"2020-01-06T16:29:51","slug":"%e4%bb%8a%e3%81%95%e3%82%89%e8%81%9e%e3%81%91%e3%81%aa%e3%81%84jupyter-notebook%e3%82%b7%e3%83%a7%e3%83%bc%e3%83%88%e3%82%ab%e3%83%83%e3%83%88%e9%9b%86","status":"publish","type":"post","link":"https:\/\/blog.minatoproject.com\/?p=1263","title":{"rendered":"\u4eca\u3055\u3089\u805e\u3051\u306a\u3044Jupyter Notebook\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u96c6"},"content":{"rendered":"<div class=\"veu_autoEyeCatchBox\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/blog.minatoproject.com\/wp-content\/uploads\/2019\/04\/20190415_eyecatch-1024x576.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/blog.minatoproject.com\/wp-content\/uploads\/2019\/04\/20190415_eyecatch-1024x576.png 1024w, https:\/\/blog.minatoproject.com\/wp-content\/uploads\/2019\/04\/20190415_eyecatch-300x169.png 300w, https:\/\/blog.minatoproject.com\/wp-content\/uploads\/2019\/04\/20190415_eyecatch-768x432.png 768w, https:\/\/blog.minatoproject.com\/wp-content\/uploads\/2019\/04\/20190415_eyecatch-320x180.png 320w, https:\/\/blog.minatoproject.com\/wp-content\/uploads\/2019\/04\/20190415_eyecatch.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div>\n<p>\u3053\u3053\u6700\u8fd1\u306b\u306a\u3044\u73cd\u3057\u3044\u983b\u5ea6\u3067\u66f4\u65b0\u3057\u3066\u307e\u3059\u304c\u3001\u306f\u3066\u3055\u3066\u3044\u3064\u307e\u3067\u7d9a\u304f\u3053\u3068\u3084\u3089\u2026\u2026(\u7b11)<\/p>\n\n\n\n<p>\u3055\u3066\u3001\u4eca\u56de\u306fPython\u5206\u6790\u74b0\u5883\u3067\u304a\u99b4\u67d3\u307f\u306eJupyter Notebook\u306b\u3064\u3044\u3066\u3001\u4fbf\u5229\u306a\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u3054\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3053\u3053\u306b\u66f8\u3044\u3066\u3042\u308b\u3053\u3068<\/h2>\n\n\n\n<p>\u4eca\u304b\u3089\u3054\u7d39\u4ecb\u3059\u308b\u5185\u5bb9\u306f\u5168\u3066Jupyter Notebook\u304b\u3089\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9069\u5f53\u306aNotebook\u3092\u958b\u3044\u3066\u300cHelp\u300d\u2192\u300cKeyboard Shortcuts\u300d\u3068\u8fbf\u308b\u304b\u30b3\u30de\u30f3\u30c9\u30e2\u30fc\u30c9\u3067 <code>h<\/code> \u3092\u62bc\u305b\u3070\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u305d\u3053\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u79c1\u306a\u308a\u306b\u65e5\u672c\u8a9e\u8a33\u3057\u305f\u3082\u306e\u306b\u904e\u304e\u306a\u3044\u306e\u3067\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306f\u81ea\u5206\u306a\u308a\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u306e\u3067\u3001\u6163\u308c\u305f\u65b9\u306f\u305d\u3061\u3089\u3082\u8a66\u3057\u3066\u307f\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b3\u30de\u30f3\u30c9\u30e2\u30fc\u30c9<\/h2>\n\n\n\n<p>\u30b3\u30de\u30f3\u30c9\u30e2\u30fc\u30c9\u306f\u9078\u629e\u3057\u305f\u30bb\u30eb\u306e\u6a2a\u304c\u9752\u8272\u3067\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002\u7de8\u96c6\u30e2\u30fc\u30c9\u304b\u3089\u306f <code>Esc<\/code> \u62bc\u4e0b\u3067\u3044\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<table class=\"wp-block-table\"><tbody><tr><td>F<\/td><td>\u691c\u7d22\u3068\u7f6e\u63db<\/td><\/tr><tr><td>Ctrl + Shift + F<\/td><td>\u30b3\u30de\u30f3\u30c9\u30d1\u30ec\u30c3\u30c8\u3092\u958b\u304f<\/td><\/tr><tr><td>Ctrl + Shift + P<\/td><td>\u30b3\u30de\u30f3\u30c9\u30d1\u30ec\u30c3\u30c8\u3092\u958b\u304f<\/td><\/tr><tr><td>Enter<\/td><td>\u7de8\u96c6\u30e2\u30fc\u30c9\u306b\u5165\u308b<\/td><\/tr><tr><td>P<\/td><td>\u30b3\u30de\u30f3\u30c9\u30d1\u30ec\u30c3\u30c8\u3092\u958b\u304f<\/td><\/tr><tr><td>Shift + Enter<\/td><td>\u30bb\u30eb\u3092\u5b9f\u884c\u3057\u3001\u305d\u306e\u4e0b\u3092\u9078\u629e\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Enter<\/td><td>\u9078\u629e\u3057\u305f\u30bb\u30eb\u3092\u5b9f\u884c\u3059\u308b<\/td><\/tr><tr><td>Alt + Enter<\/td><td>\u30bb\u30eb\u3092\u5b9f\u884c\u3057\u3001\u4e0b\u306b\u30bb\u30eb\u3092\u633f\u5165\u3059\u308b<\/td><\/tr><tr><td>Y<\/td><td>\u30bb\u30eb\u3092\u30b3\u30fc\u30c9\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>M<\/td><td>\u30bb\u30eb\u3092Markdown\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>R<\/td><td>\u30bb\u30eb\u3092\u751f\u30c7\u30fc\u30bf\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>1<\/td><td>\u30bb\u30eb\u3092Markdown\u306e\u898b\u51fa\u30571\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>2<\/td><td>\u30bb\u30eb\u3092Markdown\u306e\u898b\u51fa\u30572\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>3<\/td><td>\u30bb\u30eb\u3092Markdown\u306e\u898b\u51fa\u30573\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>4<\/td><td>\u30bb\u30eb\u3092Markdown\u306e\u898b\u51fa\u30574\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>5<\/td><td>\u30bb\u30eb\u3092Markdown\u306e\u898b\u51fa\u30575\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>6<\/td><td>\u30bb\u30eb\u3092Markdown\u306e\u898b\u51fa\u30576\u306b\u5909\u66f4\u3059\u308b<\/td><\/tr><tr><td>K<\/td><td>\u4e0a\u306e\u30bb\u30eb\u3092\u9078\u629e\u3059\u308b<\/td><\/tr><tr><td>Up<\/td><td>\u4e0a\u306e\u30bb\u30eb\u3092\u9078\u629e\u3059\u308b<\/td><\/tr><tr><td>Down<\/td><td>\u4e0b\u306e\u30bb\u30eb\u3092\u9078\u629e\u3059\u308b<\/td><\/tr><tr><td>J<\/td><td>\u4e0b\u306e\u30bb\u30eb\u3092\u9078\u629e\u3059\u308b<\/td><\/tr><tr><td>Shift + K<\/td><td>\u30bb\u30eb\u306e\u9078\u629e\u3092\u4e0a\u306b\u62e1\u5f35\u3059\u308b<\/td><\/tr><tr><td>Shift + Up<\/td><td>\u30bb\u30eb\u306e\u9078\u629e\u3092\u4e0a\u306b\u62e1\u5f35\u3059\u308b<\/td><\/tr><tr><td>Shift + Down<\/td><td>\u30bb\u30eb\u306e\u9078\u629e\u3092\u4e0b\u306b\u62e1\u5f35\u3059\u308b<\/td><\/tr><tr><td>Shift + J<\/td><td>\u30bb\u30eb\u306e\u9078\u629e\u3092\u4e0b\u306b\u62e1\u5f35\u3059\u308b<\/td><\/tr><tr><td>A<\/td><td>\u4e0a\u306b\u30bb\u30eb\u3092\u633f\u5165\u3059\u308b<\/td><\/tr><tr><td>B<\/td><td>\u4e0b\u306b\u30bb\u30eb\u3092\u633f\u5165\u3059\u308b<\/td><\/tr><tr><td>X<\/td><td>\u9078\u629e\u3057\u305f\u30bb\u30eb\u3092\u5207\u308a\u53d6\u308b<\/td><\/tr><tr><td>C<\/td><td>\u9078\u629e\u3057\u305f\u30bb\u30eb\u3092\u30b3\u30d4\u30fc\u3059\u308b<\/td><\/tr><tr><td>Shift + V<\/td><td>\u4e0a\u306b\u30bb\u30eb\u3092\u8cbc\u308a\u4ed8\u3051\u308b<\/td><\/tr><tr><td>V<\/td><td>\u4e0b\u306b\u30bb\u30eb\u3092\u8cbc\u308a\u4ed8\u3051\u308b<\/td><\/tr><tr><td>Z<\/td><td>\u30bb\u30eb\u306e\u524a\u9664\u3092\u5143\u306b\u623b\u3059<\/td><\/tr><tr><td>D \u2192 D<\/td><td>\u9078\u629e\u3057\u305f\u30bb\u30eb\u3092\u524a\u9664\u3059\u308b<\/td><\/tr><tr><td>Shift + M<\/td><td>\u9078\u629e\u3057\u305f\u30bb\u30eb\u3092\u30de\u30fc\u30b8\u3059\u308b<br>\uff08\u30bb\u30eb\u304c\u4e00\u3064\u3057\u304b\u9078\u629e\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u4e00\u3064\u4e0a\u306e\u30bb\u30eb\u3068\u30de\u30fc\u30b8\u3059\u308b\uff09<\/td><\/tr><tr><td>Ctrl + S<\/td><td>\u30bb\u30fc\u30d6\u3057\u3066\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/td><\/tr><tr><td>S<\/td><td>\u30bb\u30fc\u30d6\u3057\u3066\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/td><\/tr><tr><td>L<\/td><td>\u884c\u756a\u53f7\u3092\u8868\u793a\/\u975e\u8868\u793a\u3059\u308b<\/td><\/tr><tr><td>O<\/td><td>\u9078\u629e\u3057\u305f\u30bb\u30eb\u306e\u51fa\u529b\u3092\u8868\u793a\/\u975e\u8868\u793a\u3059\u308b<\/td><\/tr><tr><td>Shift + O<\/td><td>\u9078\u629e\u3057\u305f\u30bb\u30eb\u306e\u51fa\u529b\u306e\u30b9\u30af\u30ed\u30fc\u30eb\u3092\u5207\u308a\u66ff\u3048\u308b<\/td><\/tr><tr><td>H<\/td><td>\u30ad\u30fc\u30dc\u30fc\u30c9\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u8868\u793a\u3059\u308b<\/td><\/tr><tr><td>I \u2192 I<\/td><td>\u30ab\u30fc\u30cd\u30eb\u3092\u4e2d\u65ad\u3059\u308b<\/td><\/tr><tr><td>0 \u2192 0<\/td><td>\u30ab\u30fc\u30cd\u30eb\u3092\u518d\u8d77\u52d5\u3059\u308b<\/td><\/tr><tr><td>Esc<\/td><td>\u30da\u30fc\u30b8\u30e3\u30fc\u3092\u9589\u3058\u308b<\/td><\/tr><tr><td>Q<\/td><td>\u30da\u30fc\u30b8\u30e3\u30fc\u3092\u9589\u3058\u308b<\/td><\/tr><tr><td>Shift + L<\/td><td>\u5168\u3066\u306e\u30bb\u30eb\u306e\u884c\u756a\u53f7\u3092\u8868\u793a\/\u975e\u8868\u793a\u3057\u3001\u8a2d\u5b9a\u3092\u6c38\u7d9a\u5316\u3059\u308b<\/td><\/tr><tr><td>Shift + Space<\/td><td>Notebook\u3092\u4e0a\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3059\u308b<\/td><\/tr><tr><td>Space<\/td><td>Notebook\u3092\u4e0b\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3059\u308b<\/td><\/tr><\/tbody><\/table>\n\n\n\n<h2 class=\"wp-block-heading\">\u7de8\u96c6\u30e2\u30fc\u30c9<\/h2>\n\n\n\n<p> \u7de8\u96c6\u30e2\u30fc\u30c9\u306f\u9078\u629e\u3057\u305f\u30bb\u30eb\u306e\u6a2a\u304c\u7dd1\u8272\u3067\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002 \u30b3\u30de\u30f3\u30c9\u30e2\u30fc\u30c9\u304b\u3089\u306f <code>Enter<\/code> \u62bc\u4e0b\u3067\u3044\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<table class=\"wp-block-table\"><tbody><tr><td>Tab<\/td><td>\u30b3\u30fc\u30c9\u88dc\u5b8c\u3082\u3057\u304f\u306f\u30a4\u30f3\u30c7\u30f3\u30c8<\/td><\/tr><tr><td>Shift + Tab<\/td><td>\u30c4\u30fc\u30eb\u30c1\u30c3\u30d7<\/td><\/tr><tr><td>Ctrl + ]<\/td><td>\u30a4\u30f3\u30c7\u30f3\u30c8<\/td><\/tr><tr><td>Ctrl + [<\/td><td>\u30a4\u30f3\u30c7\u30f3\u30c8\u3092\u4e0b\u3052\u308b<\/td><\/tr><tr><td>Ctrl + A<\/td><td>\u5168\u3066\u9078\u629e<\/td><\/tr><tr><td>Ctrl + Z<\/td><td>\u5143\u306b\u623b\u3059<\/td><\/tr><tr><td>Ctrl + \/<\/td><td>\u30b3\u30e1\u30f3\u30c8\u30a2\u30a6\u30c8<\/td><\/tr><tr><td>Ctrl + D<\/td><td>\u884c\u3092\u524a\u9664<\/td><\/tr><tr><td>Ctrl + U<\/td><td>\u9078\u629e\u3092\u5143\u306b\u623b\u3059<\/td><\/tr><tr><td>Insert<\/td><td>\u633f\u5165\/\u4e0a\u66f8\u304d\u30e2\u30fc\u30c9<\/td><\/tr><tr><td>Ctrl + Home<\/td><td>\u30bb\u30eb\u306e\u5148\u982d\u306b\u79fb\u52d5\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Up<\/td><td>\u30bb\u30eb\u306e\u5148\u982d\u306b\u79fb\u52d5\u3059\u308b<\/td><\/tr><tr><td>Ctrl + End<\/td><td>\u30bb\u30eb\u306e\u672b\u5c3e\u306b\u79fb\u52d5\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Down<\/td><td>\u30bb\u30eb\u306e\u672b\u5c3e\u306b\u79fb\u52d5\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Left<\/td><td>1\u5358\u8a9e\u5de6\u306b\u79fb\u52d5\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Right<\/td><td>1\u5358\u8a9e\u53f3\u306b\u79fb\u52d5\u3059\u308b<\/td><\/tr><tr><td>Ctrl + BackSpace<\/td><td>\u524d\u306e\u5358\u8a9e\u3092\u524a\u9664\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Delete<\/td><td>\u5f8c\u308d\u306e\u5358\u8a9e\u3092\u524a\u9664\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Y<\/td><td>\u3084\u308a\u76f4\u3057<\/td><\/tr><tr><td>Alt + U<\/td><td>\u9078\u629e\u3092\u3084\u308a\u76f4\u3057<\/td><\/tr><tr><td>Ctrl + M<\/td><td>\u30b3\u30de\u30f3\u30c9\u30e2\u30fc\u30c9\u306b\u5207\u308a\u66ff\u3048\u308b<\/td><\/tr><tr><td>Ctrl + Shift + F<\/td><td>\u30b3\u30de\u30f3\u30c9\u30d1\u30ec\u30c3\u30c8\u3092\u958b\u304f<\/td><\/tr><tr><td>Ctrl + Shift + P<\/td><td>\u30b3\u30de\u30f3\u30c9\u30d1\u30ec\u30c3\u30c8\u3092\u958b\u304f<\/td><\/tr><tr><td>Esc<\/td><td>\u30b3\u30de\u30f3\u30c9\u30e2\u30fc\u30c9\u306b\u5207\u308a\u66ff\u3048\u308b<\/td><\/tr><tr><td>Shift + Enter<\/td><td>\u30bb\u30eb\u3092\u5b9f\u884c\u3057\u3001\u305d\u306e\u4e0b\u3092\u9078\u629e\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Enter<\/td><td>\u9078\u629e\u3057\u305f\u30bb\u30eb\u3092\u5b9f\u884c\u3059\u308b<\/td><\/tr><tr><td>Alt + Enter<\/td><td>\u30bb\u30eb\u3092\u5b9f\u884c\u3057\u3001\u4e0b\u306b\u30bb\u30eb\u3092\u633f\u5165\u3059\u308b<\/td><\/tr><tr><td>Ctrl + Shift + Minus<\/td><td>\u30ab\u30fc\u30bd\u30eb\u4f4d\u7f6e\u3067\u30bb\u30eb\u3092\u5206\u5272\u3059\u308b<\/td><\/tr><tr><td>Ctrl + S<\/td><td>\u30bb\u30fc\u30d6\u3057\u3066\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/td><\/tr><tr><td>Down<\/td><td>\u30ab\u30fc\u30bd\u30eb\u3092\u4e0b\u306b\u79fb\u52d5\u3059\u308b<\/td><\/tr><tr><td>Up<\/td><td>\u30ab\u30fc\u30bd\u30eb\u3092\u4e0a\u306b\u79fb\u52d5\u3059\u308b<\/td><\/tr><\/tbody><\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3053\u6700\u8fd1\u306b\u306a\u3044\u73cd\u3057\u3044\u983b\u5ea6\u3067\u66f4\u65b0\u3057\u3066\u307e\u3059\u304c\u3001\u306f\u3066\u3055\u3066\u3044\u3064\u307e\u3067\u7d9a\u304f\u3053\u3068\u3084\u3089\u2026\u2026(\u7b11) \u3055\u3066\u3001\u4eca\u56de\u306fPython\u5206\u6790\u74b0\u5883\u3067\u304a\u99b4\u67d3\u307f\u306eJupyter Notebook\u306b\u3064\u3044\u3066\u3001\u4fbf\u5229\u306a\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u3054\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002 \u3053\u3053 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1589,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"vkexunit_cta_each_option":"","footnotes":""},"categories":[6],"tags":[],"class_list":["post-1263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=\/wp\/v2\/posts\/1263","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1263"}],"version-history":[{"count":7,"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=\/wp\/v2\/posts\/1263\/revisions"}],"predecessor-version":[{"id":1552,"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=\/wp\/v2\/posts\/1263\/revisions\/1552"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=\/wp\/v2\/media\/1589"}],"wp:attachment":[{"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.minatoproject.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}