{"id":45929,"date":"2023-10-29T16:51:32","date_gmt":"2023-09-20T06:53:24","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45929-2\/"},"modified":"2024-05-04T06:34:31","modified_gmt":"2024-05-03T22:34:31","slug":"45929-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45929-2\/","title":{"rendered":""},"content":{"rendered":"

\u306f\u3058\u3081\u306b<\/h1>\n

\u5148\u65e5\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u30c1\u30fc\u30e0\u3078\u306e\u6240\u5c5e\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n

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\u305d\u3053\u3067\u3001Jupyter Notebook\u74b0\u5883\u3068\u3057\u3066\u8003\u3048\u3089\u308c\u308bColab\u3068VS Code\u306b\u3064\u3044\u3066\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n

Jupyter Notebook\u3068\u306f\uff1f<\/h1>\n

Jupyter Notebook\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306a\u3069\u306e\u5206\u91ce\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068\u305d\u306e\u51e6\u7406\u7d50\u679c\u3092\u540c\u3058\u753b\u9762\u3067\u30a4\u30a4\u611f\u3058\u306b\u8868\u793a\u3057\u3066\u304f\u308c\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n

\u753b\u9762\u306f\u3053\u3093\u306a\u611f\u3058\u2193<\/p>\n

\"jupyter_notebook.png\"<\/div>\n

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Project Jupyter\u306f\u3001\u6570\u5341\u7a2e\u985e\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u305f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u30aa\u30fc\u30d7\u30f3\u30fb\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002(DeepL\u7ffb\u8a33)<\/p><\/blockquote>\n

\u3060\u305d\u3046\u3067\u3059\u3002<\/p>\n

\u3061\u306a\u307f\u306b\u3001\u308f\u305f\u3057\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306bPython\u3092\u9078\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

Jupyter Notebook\u306e\u30d5\u30a1\u30a4\u30eb\uff08\u4ee5\u4e0b\u3001.ipynb\u30d5\u30a1\u30a4\u30eb\uff09\u306f\u3001\u5b9f\u4f53\u306fJSON\u3067\u3059\u3002Python\u3001Markdown\u3001\u305d\u306e\u4ed6\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u306eJSON\u304c\u898b\u3065\u3089\u304f\u3001\u307e\u305f\u3001\u5b9f\u884c\u3057\u305f\u5834\u5408\u306e\u7d50\u679c\u3082\u683c\u7d0d\u3055\u308c\u308b\u306e\u3067\u3001Git\u3068\u76f8\u6027\u304c\u60aa\u3044\u3067\u3059 ?<\/p>\n

\u7d20\u76f4\u306bJupyter Notebook\u3092\u4f7f\u3046\u306a\u3089\u3001Jupyter Notebook\u30b5\u30fc\u30d0\u3092\u81ea\u524d\u3067\u7acb\u3061\u4e0a\u3052\u308b\u3053\u3068\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u304c\u3001\u7279\u306b\u30e1\u30ea\u30c3\u30c8\u304c\u306a\u304f\u3001\u304c\u3063\u3064\u308a\u4f7f\u3063\u3066\u3044\u304f\u306a\u3089\u3001\u5f8c\u8ff0\u3059\u308bColab\u304bVS Code\u306e\u3069\u3061\u3089\u304b\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n

\u5b9f\u306f\u3001Jupyter Lab\u3068\u3044\u3046\u6a5f\u80fd\u304c\u5897\u3048\u305f\u5f8c\u7d99\u304c\u3042\u308b\u3093\u3067\u3059\u304c\u3001Jupyter Notebook\u3068Jupyter Lab\u306f\u3069\u3061\u3089\u3082Jupyter\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u5185\u5305\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u306e\u3067\u3001\u4eca\u56de\u306f\u9055\u3044\u3092\u6c17\u306b\u3057\u306a\u3044\u3053\u3068\u306b\u3057\u307e\u3059\u3002\uff08\u73fe\u72b6\u3001Jupyter Notebook\u30b5\u30fc\u30d0\u3092\u7acb\u3061\u4e0a\u3052\u3066\u4f7f\u3063\u3066\u3044\u306a\u3044\u306e\u3067\uff09<\/p>\n

\u74b0\u5883\u305d\u306e1 Colab<\/h1>\n

Google Colaboratory\uff08\u4ee5\u4e0b\u3001Colab\uff09\u306f\u3001Google Drive\u3068\u306e\u9023\u643a\u304c\u5bb9\u6613\u306a\u3001Jupyter Notebook\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u958b\u767a\u74b0\u5883\u3067\u3059\u3002<\/p>\n

Google\u304c\u63d0\u4f9b\u3059\u308bColab\u7528\u306e\u30b5\u30fc\u30d0\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u306e\u3067\u3001\u30ed\u30fc\u30ab\u30eb\u3067Jupyter Notebook\u306e\u52d5\u4f5c\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u3088\u308a\u5c0e\u5165\u304c\u7c21\u5358\u3067\u3059\u3002\u7121\u6599\u3067\u4f7f\u7528\u3092\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7528\u610f\u3057\u3084\u3059\u3044\u306e\u3067\u3001\u3044\u308d\u3044\u308d\u306a\u6a5f\u68b0\u5b66\u7fd2\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304cColab\u524d\u63d0\u3060\u3063\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n

Colab\u30a2\u30d7\u30ea\u3092Google Drive\u306b\u8ffd\u52a0\u3059\u308c\u3070\u3001Colab\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u2193<\/p>\n

\"colab_0.png\"<\/div>\n

Colab\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u304f\u3068\u3053\u3093\u306a\u611f\u3058\u2193<\/p>\n

\"colab_1.png\"<\/div>\n

GitHub\u3068\u306e\u9023\u643a<\/h2>\n

Colab\u306f\u3001\u4e00\u5fdc GitHub\u3068\u9023\u643a\u3067\u304d\u307e\u3059\u3002\u7de8\u96c6\u3057\u305f.ipynb\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u30d6\u30e9\u30f3\u30c1\u3092\u6307\u5b9a\u3057\u3066\u30b3\u30df\u30c3\u30c8 & \u30d7\u30c3\u30b7\u30e5\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3001\u30b3\u30df\u30c3\u30c8\u3092\u8ffd\u3046\u306a\u3069\u306f\u3067\u304d\u305a\u3001\u3042\u304f\u307e\u3067\u3082\u300c\u30b3\u30fc\u30c9\u306e\u4fdd\u5b58\u5148\u3068\u3057\u3066GitHub\u3092\u4f7f\u3046\u300d\u7a0b\u5ea6\u306e\u4f7f\u3044\u65b9\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n

\u74b0\u5883\u305d\u306e2 VS Code<\/h1>\n

.ipynb<\/h2>\n

VS Code\u306f.ipynb\u30d5\u30a1\u30a4\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u3066\u3001\u81ea\u5206\u3067Jupyter Notebook\u30b5\u30fc\u30d0\u3092\u7acb\u3061\u4e0a\u3052\u305a\u306bJupyter Notebook\u74b0\u5883\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002VS Code\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Git\u95a2\u9023\u3084\u305d\u308c\u4ee5\u5916\u306e\u62e1\u5f35\u6a5f\u80fd\u306e\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u3001DX\u304c\u5411\u4e0a\u3057\u307e\u3059 ??<\/p>\n

\u305f\u3060\u3057\u3001Colab\u3068\u9055\u3044\u30ed\u30fc\u30ab\u30eb\u30de\u30b7\u30f3\u3067\u306e\u5b9f\u884c\u306b\u306a\u308b\u306e\u3067\u3001\u30de\u30b7\u30f3\u30d1\u30ef\u30fc\u304c\u8981\u308b\u51e6\u7406\u306e\u5834\u5408\u306f\u3001Colab\u306e\u65b9\u304c\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n

VS Code\u3067.ipynb\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u3068\u3053\u3093\u306a\u611f\u3058\u2193<\/p>\n

\"vscode_0.png\"<\/div>\n

\u53c2\u8003 : https:\/\/code.visualstudio.com\/docs\/datascience\/jupyter-notebooks<\/p>\n

.py<\/h2>\n

\u307e\u305f\u3001Python\u306e\u30d5\u30a1\u30a4\u30eb\uff08\u4ee5\u4e0b\u3001.py\u30d5\u30a1\u30a4\u30eb\uff09\u3092Jupyter Notebook\u306e\u3088\u3046\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002# %%\u3068\u3044\u3046\u30b3\u30e1\u30f3\u30c8\u3092\u7528\u3044\u3066\u3001.py\u30d5\u30a1\u30a4\u30eb\u3092Jupyter Notebook\u306e\u30bb\u30eb\u306b\u5206\u5272\u3057\u3001\u30bb\u30eb\u3054\u3068\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002Markdown\u30bb\u30eb\u306a\u3089\u3001# %% [markdown]\u3067\u3059\u3002<\/p>\n

.py\u30d5\u30a1\u30a4\u30eb\u3067\u6271\u3046\u3053\u3068\u3067\u3001\u5dee\u5206\u304c\u898b\u3084\u3059\u304f\u306a\u308a\u3001Git\u3067\u7ba1\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u5b9f\u884c\u7d50\u679c\u304c\u5225\u30a6\u30a4\u30f3\u30c9\u30a6\u306b\u8868\u793a\u3055\u308c\u308b\u306a\u3069\u3001\u64cd\u4f5c\u611f\u306fJupyter Notebook\u3068\u5c11\u3005\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n

VS Code\u3067.py\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u3066\u3001\u5b9f\u884c\u3059\u308b\u3068\u3053\u3093\u306a\u611f\u3058\u2193<\/p>\n

\"vscode_1.png\"<\/div>\n

\u53c2\u8003 : https:\/\/code.visualstudio.com\/docs\/python\/jupyter-support-py<\/p>\n

jupytext<\/h2>\n

jupytext\u306f\u3001.ipynb\u3068.py\u306e\u5909\u63db\u3092\u30a4\u30a4\u611f\u3058\u306b\u3084\u3063\u3066\u304f\u308c\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/p>\n

VS Code\u306e\u62e1\u5f35\u6a5f\u80fd\u3068\u3057\u3066\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002.py\u30d5\u30a1\u30a4\u30eb\u3092\u3001VS Code\u304c.ipynb\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u5834\u5408\u3068\u540c\u3058\u3088\u3046\u306b\u3001\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u3060Preview\u306a\u306e\u3067\u3001\u63a1\u7528\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

\u305d\u306e\u4ed6\u306e\u74b0\u5883<\/h1>\n

\u304c\u3063\u3064\u308a\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9032\u3081\u308b\u6bb5\u968e\u306b\u306a\u308b\u3068\u3001Amazon SageMaker Studio\u3084Google Cloud Notebook\u304c\u8996\u91ce\u306b\u5165\u3063\u3066\u304f\u308b\u3068\u601d\u3044\u307e\u3059\u3002Amazon SageMaker Studio\u306f\u3001\u6700\u8fd1\u7121\u6599\u3067\u4f7f\u3048\u308b\u30b5\u30d6\u30bb\u30c3\u30c8\u306eAmazon SageMaker Studio Lab\u304c\u767b\u5834\u3057\u305f\u306e\u3067\u3001\u8a66\u3057\u3066\u307f\u308b\u306e\u3082\u826f\u3044\u304b\u3082\u3067\u3059\u3002<\/p>\n

\u63a1\u7528\u3057\u305f\u306e\u306f\u2026<\/h1>\n

\u308f\u305f\u3057\u306e\u30c1\u30fc\u30e0\u3067\u306f\u3001\u691c\u8a0e\u306e\u7d50\u679c\u300cVS Code\u3067.py\u30d5\u30a1\u30a4\u30eb\u3092\u6271\u3046\u300d\u3067\u843d\u3061\u7740\u3044\u3066\u3044\u307e\u3059\u3002\u3082\u3068\u3082\u3068Git\u4e0a\u3067\u306e\u958b\u767a\u306b\u89aa\u3057\u3093\u3060\u30e1\u30f3\u30d0\u304c\u591a\u304f\u3001\u3055\u3089\u306bVS Code\u611b\u7528\u8005\u306e\u308f\u305f\u3057\u304c\u5e03\u6559\u6d3b\u52d5\u3057\u305f\u304b\u3089\u3067\u3059\u3002<\/p>\n

\u305f\u3060\u3001\u958b\u767a\u30de\u30b7\u30f3\u306e\u30b9\u30da\u30c3\u30af\u304c\u3068\u3066\u3082\u826f\u3044\u308f\u3051\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u4eca\u5f8c\u91cd\u3044\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3057\u3088\u3046\u3068\u3059\u308b\u5834\u5408\u3001\u5225\u306e\u74b0\u5883\u306b\u4e57\u308a\u63db\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n

\u304a\u308f\u308a\u306b<\/h1>\n

Jupyter Notebook\u521d\u5fc3\u8005\u3001\u3068\u306b\u304b\u304f\u8a66\u3057\u3066\u307f\u305f\u3044\u4eba \u2192 Colab<\/p>\n

VS Code\u306b\u6163\u308c\u305f\u4eba\u3001Git\u3092\u30d5\u30eb\u3067\u4f7f\u3044\u305f\u3044\u4eba \u2192 VS Code<\/p>\n

\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n

\u53c2\u8003<\/h1>\n
    \n
  • \n
      https:\/\/jupyter.org<\/ul>\n<\/li>\n<\/ul>\n

       <\/p>\n

        \n
      • \n
          https:\/\/colab.research.google.com<\/ul>\n<\/li>\n<\/ul>\n

           <\/p>\n

            \n
          • \n
              https:\/\/code.visualstudio.com\/docs\/datascience\/jupyter-notebooks<\/ul>\n<\/li>\n<\/ul>\n

               <\/p>\n

                \n
              • \n
                  https:\/\/code.visualstudio.com\/docs\/python\/jupyter-support-py<\/ul>\n<\/li>\n<\/ul>\n

                   <\/p>\n

                    \n
                  • \n
                      https:\/\/github.com\/mwouts\/jupytext<\/ul>\n<\/li>\n<\/ul>\n

                       <\/p>\n

                        \n
                      • \n
                          https:\/\/marketplace.visualstudio.com\/items?itemName=donjayamanne.vscode-jupytext<\/ul>\n<\/li>\n<\/ul>\n

                           <\/p>\n

                            \n
                          • \n
                              https:\/\/aws.amazon.com\/jp\/sagemaker\/studio<\/ul>\n<\/li>\n<\/ul>\n

                               <\/p>\n

                                \n
                              • \n
                                  https:\/\/cloud.google.com\/notebooks?hl=ja<\/ul>\n<\/li>\n<\/ul>\n

                                   <\/p>\n

                                    \n
                                  • \n
                                      https:\/\/studiolab.sagemaker.aws<\/ul>\n<\/li>\n<\/ul>\n

                                       <\/p>\n

                                        \n
                                      • \n
                                          https:\/\/aws.amazon.com\/about-aws\/whats-new\/2021\/12\/amazon-sagemaker-studio-lab-no-configuration-ml-service<\/ul>\n<\/li>\n<\/ul>\n

                                          Jupyter Notebook\u3092\u51fa\u529b\u3092\u7121\u8996\u3057\u3066git\u7ba1\u7406\u3059\u308b\u65b9\u6cd5<\/p>\n","protected":false},"excerpt":{"rendered":"

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