{"id":46097,"date":"2023-12-04T20:44:29","date_gmt":"2023-12-19T19:42:45","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46097-2\/"},"modified":"2024-05-04T12:08:50","modified_gmt":"2024-05-04T04:08:50","slug":"46097-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46097-2\/","title":{"rendered":""},"content":{"rendered":"

\u6982\u8981<\/h1>\n

Jupyter Notebook\u3092\u3088\u308a\u4fbf\u5229\u306b\u4f7f\u3046\u305f\u3081\u3001\u6574\u7406\u3057\u3066\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n

\u30c6\u30fc\u30de\u3092\u5909\u3048\u308b<\/h1>\n

jupyterthemes\u3092\u4f7f\u3046\u3068\u3001\u30d5\u30a9\u30f3\u30c8\u3084\u80cc\u666f\u8272\u3001\u30c6\u30fc\u30de\u3092\u5909\u3048\u3089\u308c\u307e\u3059\u3002
\nJupyter\u3092\u8d77\u52d5\u3059\u308b\u524d\u306b\u3001\u30b3\u30de\u30f3\u30c9\u3067\u5909\u66f4\u3057\u307e\u3059\u3002<\/p>\n

# install<\/span>\r\npip install <\/span>jupyterthemes\r\n<\/code><\/pre>\n
\u25c6 \u30b5\u30f3\u30d7\u30eb<\/p>\n
    \u30d6\u30e9\u30c3\u30af\u7cfb<\/ul>\n
    # dark<\/span>\r\njt -t<\/span> onedork -fs<\/span> 95 -altp<\/span> -tfs<\/span> 11 -nfs<\/span> 115 -cellw<\/span> 88% -T<\/span>\r\n<\/code><\/pre>\n
    \"image.png\"<\/div>\n
      \u30db\u30ef\u30a4\u30c8\u7cfb<\/ul>\n
      # light<\/span>\r\njt -t<\/span> grade3 -fs<\/span> 95 -altp<\/span> -tfs<\/span> 11 -nfs<\/span> 115 -cellw<\/span> 88% -T<\/span>\r\n<\/code><\/pre>\n
      \"image.png\"<\/div>\n
      \u5143\u306b\u623b\u3059<\/p>\n
      jt -r<\/span>\r\n<\/code><\/pre>\n
      \u4ed6\u306b\u3082\u898b\u6804\u3048\u3092\u5909\u3048\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u500b\u4eba\u7684\u306b\u306f\u3053\u308c\u304c\u4e00\u756a\u7dba\u9e97\u304b\u306a\u3068\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n
      \u30e2\u30b8\u30e5\u30fc\u30eb\u81ea\u52d5\u30ea\u30ed\u30fc\u30c9<\/h1>\n
      import\u3057\u3066\u3044\u308b\u5225\u30d5\u30a1\u30a4\u30eb\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u81ea\u52d5\u3067\u30ea\u30ed\u30fc\u30c9\u3057\u3066\u304f\u308c\u307e\u3059\u3002
      \n\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u5909\u66f4\u3057\u305f\u3068\u304d\u306b\u3001\u3044\u3061\u3044\u3061Kernel\u518d\u8d77\u52d5\u3057\u306a\u304f\u3066\u3082OK\u3067\u3059\u3002<\/p>\n
      \u5225\u30d5\u30a1\u30a4\u30eb\u304b\u3089import\u3057\u305f\u30af\u30e9\u30b9\u306e\u3001\u751f\u6210\u6e08\u307f\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5bfe\u3057\u3066\u3082\u3001\u30e1\u30bd\u30c3\u30c9\u5185\u306e\u5909\u66f4\u304c\u81ea\u52d5\u3067\u884c\u308f\u308c\u308b\u306e\u3067\u3001\u3068\u3066\u3082\u4fbf\u5229\u3067\u3059\u3002<\/p>\n
      %<\/span>reload_ext<\/span> autoreload<\/span>\r\n%<\/span>autoreload<\/span> 2<\/span>\r\n<\/code><\/pre>\n
      \u53c2\u8003
      \nQiita: ipython \u3092\u8d77\u52d5\u3057\u306a\u304c\u3089\u81ea\u4f5c\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4fee\u6b63\u3057\u305f\u5834\u5408<\/p>\n
      \u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u30ad\u30fc<\/h1>\n
      Esc \u2192 h\u3067\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u30ad\u30fc\u306e\u4e00\u89a7\u304c\u898b\u308c\u307e\u3059\u3002<\/p>\n
      \u3088\u304f\u4f7f\u3046\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u30ad\u30fc<\/p>\n
      \n
      Key
      \nEsc \u2192 m\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u30e2\u30fc\u30c9\u306b\u5909\u66f4Esc \u2192 y\u30b3\u30fc\u30c9\u30e2\u30fc\u30c9\u306b\u5909\u66f4Esc \u2192 a\u4e0a\u306b\u30bb\u30eb\u8ffd\u52a0Esc \u2192 b\u4e0b\u306b\u30bb\u30eb\u8ffd\u52a0Esc \u2192 dd\u30bb\u30eb\u524a\u9664Esc \u2192 l\u884c\u6570\u8868\u793aCtrl + Enter\u30bb\u30eb\u5b9f\u884cAlt + Enter\u30bb\u30eb\u5b9f\u884c\uff0b\u4e0b\u306b\u30bb\u30eb\u8ffd\u52a0<\/div>\n<\/div>\n
      \u8ffd\u8a18\uff1a2017\/9\/27
      \n\u30b3\u30e1\u30f3\u30c8\u3088\u308a\u3001Jupyter\u306econfig.js\u5185\u306e\u8a18\u8f09\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u884c\u6570\u8868\u793a\u3067\u304d\u308b\u3068\u6559\u3048\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff01
      \n$(jupyter –config-dir)\/config\/config.js<\/p>\n
      require(‘notebook\/js\/cell’).Cell.options_default.cm_config.lineNumbers = true;<\/p><\/blockquote>\n
      \u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u3067\u52d5\u304b\u3059<\/h1>\n
      \u3053\u306e\u65b9\u6cd5\u3067Jupyter Notebook\u3092\u8d77\u52d5\u3055\u305b\u308c\u3070\u3001\u5b9f\u884c\u7d50\u679c\u304c\u623b\u3063\u3066\u3053\u306a\u304f\u3066\u3082\u3001ssh\u5207\u65ad\u3057\u3066\u653e\u7f6e\u3057\u3066\u3082\u5927\u4e08\u592b\u3067\u3059\u3002<\/p>\n
      nohup <\/span>jupyter notebook >><\/span> jupyter.log 2>&1 &\r\n<\/code><\/pre>\n
      \u30c7\u30d0\u30c3\u30b0<\/h1>\n
      \u30bd\u30fc\u30b9\u306e\u9014\u4e2d\u3067\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u631f\u3080\u3068\u3001\u30d6\u30ec\u30fc\u30af\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u3001\u30c7\u30d0\u30c3\u30b0\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
      from<\/span> IPython.core.debugger<\/span> import<\/span> Pdb<\/span>;<\/span> Pdb<\/span>().<\/span>set_trace<\/span>()<\/span>\r\n<\/code><\/pre>\n
      \u5909\u6570\u3092\u5165\u529b\u3057\u3066\u5024\u3092\u78ba\u8a8d\u3057\u305f\u308a\u3001\u30b9\u30c6\u30c3\u30d7\u30a4\u30f3\u306a\u3069\u304c\u3067\u304d\u307e\u3059\u3002
      \n(\u3068\u306f\u3044\u3048\u3001\u3061\u3087\u3063\u3068\u4f7f\u3044\u306b\u304f\u3044\u3068\u601d\u3044\u307e\u3059)<\/p>\n
      \"image.png\"<\/div>\n
      \u8a73\u3057\u304f\u306f
      \nQiita: Jupyter\u307e\u305f\u306fiPython Notebook\u3067\u30c7\u30d0\u30c3\u30b0\u3092\u3059\u308b\u65b9\u6cd5<\/p>\n
      \u30ea\u30e2\u30fc\u30c8\u30de\u30b7\u30f3\u4e0a\u3067\u4f7f\u3046<\/h1>\n
      \u30ea\u30e2\u30fc\u30c8\u30de\u30b7\u30f3\u4e0a\u306bJupyter\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067config\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3002
      \nconfig\u30d5\u30a1\u30a4\u30eb\u306b\u30dd\u30fc\u30c8\u3092\u8a2d\u5b9a\u3002
      \n\u30ea\u30e2\u30fc\u30c8\u306eJupyter\u306e\u30dd\u30fc\u30c8\u3092\u30c8\u30cd\u30ea\u30f3\u30b0\u3067\u3064\u306a\u3044\u3067\u3001\u30ed\u30fc\u30ab\u30eb\u306e\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
      jupyter notebook --generate-config<\/span>\r\n<\/code><\/pre>\n
      \u8a73\u3057\u304f\u306f
      \nJupyter\u3092\u5c0e\u5165\u3057\u3088\u3046 -\u30ea\u30e2\u30fc\u30c8\u7de8-<\/p>\n
      c<\/span>.<\/span>NotebookApp<\/span>.<\/span>open_browser<\/span> =<\/span> False<\/span>\r\nc<\/span>.<\/span>NotebookApp<\/span>.<\/span>ip<\/span> =<\/span> '0.0.0.0'<\/span>\r\n<\/code><\/pre>\n
      Pandas\u95a2\u9023 – display()<\/h1>\n
      \u51e6\u7406\u306e\u9014\u4e2d\u3067DataFrame\u3092\u8868\u793a\u3055\u305b\u308b\u306b\u306fprint()\u3067\u306f\u306a\u304f\u3001display()\u3092\u4f7f\u3046\u3068\u7f6b\u7dda\u3064\u304d\u3067\u3044\u3064\u3082\u901a\u308a\u306b\u8868\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n
      display<\/span>(<\/span>df<\/span>)<\/span>\r\n<\/code><\/pre>\n
      \"image.png\"<\/div>\n
      Pandas\u95a2\u9023 – set_option()<\/h1>\n
      DataFrame\u306e\u884c\u3084\u5217\u304c\u591a\u3044\u3068\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u9014\u4e2d\u306e\u30c7\u30fc\u30bf\u304c\u7565\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u304c\u3001set_option\u3067\u6700\u5927\u884c\u6570\u3084\u5217\u6570\u3092\u5909\u66f4\u3059\u308b\u3068\u8868\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n
      import<\/span> pandas<\/span> as<\/span> pd<\/span>\r\npd<\/span>.<\/span>set_option<\/span>(<\/span>'display.max_rows'<\/span>,<\/span> 500<\/span>)<\/span>\r\n<\/code><\/pre>\n
      \u53c2\u8003
      \nhttp:\/\/songhuiming.github.io\/pages\/2017\/04\/02\/jupyter-and-pandas-display\/<\/p>\n
      Pandas\u95a2\u9023 – tqdm<\/h1>\n
      tqdm\u3092\u4f7f\u3046\u3068apply\u306e\u9032\u6357\u3092\u53ef\u8996\u5316\u3057\u3066\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u3082\u3061\u308d\u3093for\u6587\u306a\u3069\u3067\u3082\u4f7f\u3048\u307e\u3059\u3002
      \n\u91cd\u3044\u51e6\u7406\u4e2d\u3001\u3044\u3064\u7d42\u308f\u308b\u304b\u305d\u308f\u305d\u308f\u3057\u306a\u304f\u3066\u6e08\u307f\u307e\u3059\u3002<\/p>\n
      # install<\/span>\r\npip install <\/span>tqdm\r\n<\/code><\/pre>\n
      \"image.png\"<\/div>\n
      \u53c2\u8003
      \n