{"id":45825,"date":"2022-12-19T05:31:44","date_gmt":"2024-03-03T18:53:14","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45825-2\/"},"modified":"2024-04-29T05:57:46","modified_gmt":"2024-04-28T21:57:46","slug":"45825-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45825-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u3068\u3042\u308b\u304d\u3063\u304b\u3051\u3067Zeppelin\u3068\u3044\u3046\u30a6\u30a7\u30d6\u30d9\u30fc\u30b9\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30b5\u30fc\u30d3\u30b9\u306e\u5b58\u5728\u3092\u77e5\u308a\u307e\u3057\u305f\u3002\u6065\u305a\u304b\u3057\u306a\u304c\u3089\u3001\u3053\u3046\u3044\u3063\u305f\u300c\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4e2d\u3067\u30b3\u30fc\u30c9\u304c\u5b9f\u884c\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u3082\u306e\u3092\u5168\u304f\u77e5\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u3001Python\u306e\u5b66\u7fd2\u8a18\u9332\u3092\u6b8b\u3059\u306b\u306f\u3088\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u8208\u5473\u3092\u6301\u3061\u307e\u3057\u305f\u3002<br \/>\n\u5c11\u3057\u8abf\u3079\u3066\u307f\u308b\u3068\u3001Zeppelin\u3067\u3082Python\u9023\u643a\u306f\u53ef\u80fd\u307f\u305f\u3044\u3067\u3059\u304c\u3001\u3088\u308aPython\u306b\u8fd1\u3044\u3082\u306e\u3068\u3057\u3066\u3001Jupyter\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u8a66\u3057\u306b\u5c0e\u5165\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<h1>\u74b0\u5883<\/h1>\n<p>Windows10(64bit)<br \/>\nAnaconda3 4.3.1(\u3053\u308c\u3092\u5165\u308c\u308b\u3068\u3001jupyter_core 4.3.0\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b)<\/p>\n<h1>Anaconda\u5c0e\u5165<\/h1>\n<p>\u516c\u5f0f\u306b\u3088\u308b\u3068\u3001Jupyter\u306f\u5358\u4f53\u3067\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u306f\u306a\u304f\u3001Anaconda\u306e\u4e00\u90e8\u3068\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306e\u304c\u63a8\u5968\u306e\u3088\u3046\u3067\u3059\u3002<br \/>\n\u307e\u305f\u307e\u305f\u4e0d\u52c9\u5f37\u3067\u3059\u304c\u3001Anaconda\u3082\u77e5\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u8abf\u3079\u305f\u3068\u3053\u308d\u3001Python\u306e\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u306e1\u3064\u3067\u3001\u4e3b\u306b\u6570\u5024\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u7cfb\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3002\u307e\u305fConda\u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u306e\u30bd\u30d5\u30c8\u3092\u542b\u307f\u3001\u3053\u308c\u3092\u4f7f\u3063\u30662.x\u30683.x\u306e\u4f7f\u3044\u5206\u3051\u3084\u4eee\u60f3\u74b0\u5883\u69cb\u7bc9(virtualenv\/pyenv)\u3082\u30ab\u30d0\u30fc\u3067\u304d\u308b\u3088\u3046\u3067\u3059\u3002<br \/>\nAnaconda\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306f\u3053\u3061\u3089\u304b\u3089\u3002<br \/>\nWindows10(64bit)\u74b0\u5883\u306a\u306e\u3067\u3001\u5bfe\u5fdc\u3059\u308b\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u3092\u843d\u3068\u3057\u3066\u5b9f\u884c\u3002<br \/>\n\u3061\u306a\u307f\u306b\u3082\u3068\u3082\u3068\u5165\u3063\u3066\u3044\u305fPython2.7,3.5\u306f\u3044\u3063\u305f\u3093\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3088\u3046\u304b\u3068\u601d\u3044\u307e\u3057\u305f\u304c\u3001StackOverflow\u306b\u6b8b\u3057\u3066\u3088\u3044\u3068\u3042\u3063\u305f\u306e\u3067\u3001\u3068\u308a\u3042\u3048\u305a\u6b8b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u57fa\u672c\u7684\u306b\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8a2d\u5b9a\u3092\u53d7\u3051\u5165\u308c\u307e\u3057\u305f\u304c\u3001\u30e6\u30fc\u30b6\u306fAll Users\u306b\u3057\u307e\u3057\u305f\u3002<br \/>\n\u307e\u305f\u3001\u5fc5\u8981\u5bb9\u91cf1.8GB\u306b\u306f\u5c11\u3057\u9a5a\u304d\u307e\u3057\u305f\u3002<\/p>\n<h1>Juputer\u8d77\u52d5<\/h1>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5b8c\u4e86\u5f8c\u3001\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3066<br \/>\njupyter notebook\u3068\u6253\u3066\u3070\u30b5\u30fc\u30d0\u304c\u30dd\u30fc\u30c88888\u3067\u8d77\u52d5\u3057\u3001\u52dd\u624b\u306b\u30d6\u30e9\u30a6\u30b6\u3067\u7acb\u3061\u4e0a\u304c\u308a\u307e\u3059\u3002<br \/>\n\u30dd\u30fc\u30c8\u3092\u5909\u66f4\u3059\u308b\u306b\u306f\u3001jupyter notebook &#8211;port 9999, \u30d6\u30e9\u30a6\u30b6\u306e\u7acb\u3061\u4e0a\u3052\u3092\u3057\u306a\u3044\u306e\u306f\u3001jupyter notebook &#8211;no-browser\u3067\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d611437434c4406cfccf5\/8-0.jpeg\" alt=\"20170327_013.jpg\" \/><\/div>\n<p>\u5b9f\u884c\u3057\u305f\u30d5\u30a9\u30eb\u30c0\u306e\u30d5\u30a1\u30a4\u30eb\u4e00\u89a7\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u65b0\u3057\u304fnotebook\u3092\u4f5c\u308b\u306b\u306f\u3001New\u2192Python3\u3092\u9078\u629e(\u3053\u306e\u6642\u70b9\u3067\u306f\u3053\u308c\u3057\u304b\u95a2\u9023\u4ed8\u3051\u3055\u308c\u3066\u3044\u306a\u3044\u306e\u3067)\u3002<br \/>\n\u51fa\u3066\u304d\u305f\u30bb\u30eb\u306b\u9069\u5f53\u306a\u30b3\u30fc\u30c9\u3092\u4e0b\u8a18\u3001Shift + Enter\u3059\u308b\u3068\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002\u30a4\u30f3\u30c7\u30f3\u30c8\u3084\u8272\u5206\u3051\u3082\u3084\u3063\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d611437434c4406cfccf5\/10-0.jpeg\" alt=\"20170327_014.jpg\" \/><\/div>\n<h1>\u5225\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p>\u3010\u53c2\u8003\u3011<br \/>\nhttps:\/\/jupyter.readthedocs.io\/en\/latest\/install-kernel.html<\/p>\n<p>\u5404\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u306fkernel\u3068\u547c\u3070\u308c\u308b\u3002<br \/>\n2.7\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306b\u306f\u3001conda create -n py27 python=2.7.12 ipykernel<br \/>\n\u3053\u308c\u3067\u3001C:\\ProgramData\\Anaconda3\\envs\\py27\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b\u3002<br \/>\n\u3053\u308c\u306f\u3001Jupyter\u3068\u3044\u3046\u3088\u308aAnaconda\u306e\u4e16\u754c\u306e\u8a71(Jupyter\u306fAnaconda\u306e\u74b0\u5883\u3092\u4f7f\u3063\u3066\u3044\u308b\u3060\u3051)\u306a\u306e\u3067\u3001Jupyter\u95a2\u4fc2\u306a\u304f\u3001Python2.7\u74b0\u5883\u3092\u547c\u3073\u51fa\u305b\u308b\u3002<br \/>\n\u3053\u308c\u3060\u3051\u3067\u306fJupyter\u3068\u306f\u95a2\u9023\u3065\u304b\u306a\u3044\u306e\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">&gt;<\/span>activate py27\r\n<span class=\"gp\">(py27) &gt;<\/span>python <span class=\"nt\">-m<\/span> ipykernel <span class=\"nb\">install<\/span> <span class=\"nt\">--user<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3067\u3082\u3046\u4e00\u5ea6\u8d77\u52d5\u3059\u308b\u3068\u3001python2\u3082\u9078\u3079\u308b\u3002\u3053\u3053\u3067\u8868\u793a\u3055\u308c\u308b\u540d\u524dpy27\u3068\u306a\u308b\u306e\u304b\u3068\u601d\u3063\u305f\u3089Python 2\u306b\u306a\u308b\u3002\u74b0\u5883\u304c\u4f5c\u3089\u308c\u308b\u30d5\u30a9\u30eb\u30c0\u306e\u540d\u524d\u304c\u62fe\u308f\u308c\u308b\u306e\u304b\u306a?<br \/>\n%APPDATA%\\jupyter\\kernels\\python2<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d611437434c4406cfccf5\/16-0.jpeg\" alt=\"20170327_015.jpg\" \/><\/div>\n<p>\u547c\u3073\u51fa\u3057\u305fpy27\u74b0\u5883\u306e\u505c\u6b62\u306fdeactivate py27<\/p>\n<h1>\u4ed6\u306e\u30b3\u30de\u30f3\u30c9\u306e\u4f7f\u7528<\/h1>\n<p>python\u4ee5\u5916\u306e\u3053\u3068\u3092\u3055\u305b\u305f\u3044\u306a\u3089\u3001\u30bb\u30eb\u306b%%cmd\u3068\u5165\u308c\u308c\u3070\u3001windows\u306e\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3048\u307e\u3059\u3002\u3046\u307e\u304f\u3084\u308c\u3070\u3001\u8272\u3005\u7d71\u5408\u3067\u304d\u305d\u3046\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d611437434c4406cfccf5\/20-0.jpeg\" alt=\"20170327_016.jpg\" \/><\/div>\n<h1>(2019\/02\/10\u8ffd\u8a18)\u30c7\u30d5\u30a9\u30eb\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u5909\u66f4<\/h1>\n<p>\u8272\u3005\u306a\u65b9\u304c\u66f8\u3044\u3066\u3044\u307e\u3059\u304c\u3002\u5c11\u3057\u8ffd\u52a0\u304c\u5fc5\u8981\u3060\u3063\u305f\u306e\u3067\u30e1\u30e2\u3002<br \/>\nanaconda\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\u540c\u6642\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308bAnaconda Terminal\u3068\u3044\u3046\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u751f\u6210\u3001\u305d\u308c\u3092\u7de8\u96c6\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">(base) C:\\Users\\ikedak2&gt;<\/span>jupyter notebook <span class=\"nt\">--generate-config<\/span>\r\n<span class=\"go\">Overwrite C:\\Users\\ikedak2\\.jupyter\\jupyter_notebook_config.py with default config? [y\/N]y\r\nWriting default config to: C:\\Users\\ikedak2\\.jupyter\\jupyter_notebook_config.py\r\n<\/span><\/code><\/pre>\n<p>c.NotebookApp.notebook_dir\u3068\u3044\u3046\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u66f8\u304d\u63db\u3048\u308b\u3002Windows\u306e\u5834\u5408\u306f\u5186\u30de\u30fc\u30af\u30922\u56de\u7d9a\u3051\u3066\u30a8\u30b9\u30b1\u30fc\u30d7\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u70b9\u306b\u6ce8\u610f\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">## The directory to use for notebooks and kernels.\r\n<\/span><span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">notebook_dir<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'C:<\/span><span class=\"se\">\\\\<\/span><span class=\"s\">Users<\/span><span class=\"se\">\\\\<\/span><span class=\"s\">ikedak2<\/span><span class=\"se\">\\\\<\/span><span class=\"s\">Jupyter_Memo'<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3060\u3051\u3067\u306f\u5909\u66f4\u3055\u308c\u306a\u3044\u306e\u3067\u3001Windows\u306e\u30a2\u30d7\u30ea\u4e00\u89a7\u304b\u3089\u3001Jupyter Notebook\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u5834\u6240\u3092\u958b\u304f\u3068\u3059\u308b\u3002\u305d\u3053\u306bJupyter Notebook\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u304c\u3042\u308b\u306e\u3067\u3001\u305d\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u958b\u304f\u3002\u81ea\u5206\u306e\u5834\u5408\u306f\u4ee5\u4e0b\u3002<br \/>\nC:\\ProgramData\\Microsoft\\Windows\\Start Menu\\Programs\\Anaconda3 (64-bit)<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u300c\u30ea\u30f3\u30af\u5148\u300d\u306e\u4e2d\u3067\u3001\u6700\u5f8c\u306b%USERPROFILE%\u3068\u3044\u3046\u8a18\u8ff0\u304c\u3042\u308b\u5834\u5408\u306f\u305d\u308c\u3092\u524a\u9664\u3059\u308b\u3002<\/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\">\u4f5c\u696d\u30d5\u30a9\u30eb\u30c0\u3092\u6307\u5b9a\u3057\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u5408\u308f\u305b\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4e0a\u8a182\u70b9\u3092\u4fee\u6b63\u3059\u308b\u3068\u3001\u7121\u4e8b\u60f3\u5b9a\u901a\u308a\u306b\u8d77\u52d5\u3057\u307e\u3057\u305f\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d611437434c4406cfccf5\/28-0.png\" alt=\"image\" \/><\/div>\n<h1>(2020\/09\/20\u8ffd\u8a18)\u88dc\u5b8c\u306e\u8ffd\u52a0<\/h1>\n<p>\u76f8\u5f53\u6614\u306e\u8a18\u4e8b\u306a\u306e\u3067\u3001\u5168\u4f53\u7684\u306b\u30ea\u30d0\u30a4\u30ba\u304c\u5fc5\u8981\u306a\u6c17\u306f\u3057\u307e\u3059\u304c\u3001\u3044\u3063\u305f\u3093\u8ffd\u8a18\u3057\u307e\u3059\u3002<br \/>\nJupyter Notebook\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306fIDE\u306e\u3088\u3046\u306a\u5165\u529b\u88dc\u5b8c\u304c\u884c\u308f\u308c\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u6709\u52b9\u5316\u3067\u304d\u307e\u3059\u3002<br \/>\n\u307e\u305aAnaconda\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6642\u306b\u4e00\u7dd2\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b\u3001Anaconda Prompt\u3092\u8d77\u52d5\u3057\u3001\u305d\u3053\u3067\u4ee5\u4e0b\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"go\">pip install jupyter-contrib-nbextensions\r\npip install jupyter-nbextensions-configurator\r\njupyter contrib nbextension install\r\njupyter nbextensions_configurator enable\r\n<\/span><\/code><\/pre>\n<p>Jupyter Notebook\u3092\u8d77\u52d5\u3057\u306a\u304a\u3059\u3068\u3001Nbextensions\u3068\u3044\u3046\u30bf\u30d6\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u3053\u3067Hinterland\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d611437434c4406cfccf5\/33-0.png\" alt=\"image\" \/><\/div>\n<p>\u3053\u308c\u3067\u30b3\u30fc\u30c9\u88dc\u5b8c\u304c\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h1>\u307e\u3068\u3081<\/h1>\n<p>\u3053\u308c\u3067Jupyter\u3092\u8d77\u52d5\u3057\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3054\u3068\u306bPython2.7,3.6\u3092\u4f7f\u3044\u5206\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>Jupyter, anaconda, ipython, conda\u306e\u95a2\u4fc2\u6027\u304c\u96e3\u3057\u3044\u2026\u3002<br \/>\n\u3042\u3068\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u3082\u306e\u3059\u3054\u304f\u305f\u3069\u308a\u3065\u3089\u3044\u6c17\u304c\u3059\u308b\u3002<br \/>\n&#8211; Anaconda: python\u306e\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3(jupyter\u3092\u542b\u3080)<br \/>\n&#8211; conda: anaconda\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u30bd\u30d5\u30c8<br \/>\n&#8211; ipython: python\u306e\u30b7\u30a7\u30eb\u3092\u62e1\u5f35\u3057\u305f\u3082\u306e(\u3064\u307e\u308a\u30b7\u30a7\u30eb)\u3002\u88dc\u5b8c\u306a\u3069\u306e\u6a5f\u80fd\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30b7\u30a7\u30eb\u3088\u308a\u3082\u512a\u79c0\u3089\u3057\u3044\u3002ipython notebook\u3068\u3044\u3046\u3001ipython\u3092\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u5b9f\u884c(\u30d7\u30e9\u30b9\u30e1\u30e2)\u306e\u6a5f\u80fd\u3092\u3082\u3063\u3066\u3044\u305f\u304c\u3001\u305d\u308c\u304c\u5206\u96e2\u3057\u3066jupyter\u3068\u306a\u3063\u305f\u3002<br \/>\n&#8211; jupyter: web\u30d9\u30fc\u30b9\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3002\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068\u3057\u3066ipython\u3092\u4f7f\u7528\u3002<\/p>\n<p>\u3059\u306a\u308f\u3061\u3001Jupyter\u304b\u3089python\u3092\u4f7f\u3046\u6642\u306e\u30b7\u30a7\u30eb(\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9)\u304cipython\u3067\u3001\u305d\u306e\u5168\u4f53\u304canaconda\u3068\u3044\u3046\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u7406\u89e3\u3002<br \/>\n\u3064\u307e\u308a\u3001Jupyter\u306fPython\u306b\u8fd1\u3044\u3001\u3068\u3044\u3046\u3088\u308a\u307b\u307cpython\u305d\u306e\u3082\u306e\u306aipython\u306e\u6d3e\u751f\u3060\u3063\u305f\u308f\u3051\u3067\u3059\u3002\u304d\u3063\u304b\u3051\u306b\u306a\u3063\u305fzeppelin\u3082\u305d\u306e\u3046\u3061\u6311\u6226\u3057\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3068\u3042\u308b\u304d\u3063\u304b\u3051\u3067Zeppelin\u3068\u3044\u3046\u30a6\u30a7\u30d6\u30d9\u30fc\u30b9\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30b5\u30fc\u30d3\u30b9\u306e\u5b58\u5728\u3092\u77e5\u308a\u307e\u3057\u305f\u3002\u6065\u305a\u304b\u3057\u306a\u304c\u3089\u3001\u3053 [&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-45825","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\/45825-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" 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