{"id":46238,"date":"2022-11-18T15:05:41","date_gmt":"2023-08-18T23:51:50","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46238-2\/"},"modified":"2024-04-29T01:17:30","modified_gmt":"2024-04-28T17:17:30","slug":"46238-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46238-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u3053\u3053\u6700\u8fd1\u3001\u69d8\u3005\u306a\u5f62\u3067 VS Code \u3068 Jupyter \u306e\u7d71\u5408\u304c\u9032\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u3053\u308c\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u3053\u306e\u6d41\u308c\u3092\u3061\u3087\u3063\u3068\u9055\u3046\u8996\u70b9\u304b\u3089\u898b\u3066\u9762\u767d\u3044\u306a\u3068\u601d\u3063\u305f\u306e\u3067\u3001\u5f8c\u534a\u306f\u305d\u308c\u3092\u307e\u3068\u3081\u3066\u307e\u3059\u3002<\/p>\n<p>\u203b 2018\/12\/14 \u8ffd\u8a18\u3042\u308a<\/p>\n<h1>Jupyter<\/h1>\n<p>\u305d\u3082\u305d\u3082\u3001jypyter \u3068\u306f\u4f55\u304b\u3002<br \/>\n\u4e00\u8a00\u3067\u8a00\u3046\u306a\u3089\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u904e\u7a0b\u3092\u9010\u4e00\u53ef\u8996\u5316\u3057\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u3067\u304d\u308b Web \u30d9\u30fc\u30b9\u306e\u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf &amp; \u5b9f\u884c\u74b0\u5883\u3002<\/p>\n<p>IPython \u3068\u3044\u3046\u5bfe\u8a71\u578b\u74b0\u5883\u306e Web UI \u3067\u3042\u3063\u305f IPython Notebook \u304c\u524d\u8eab\u3067\u3001\u305d\u306e\u5f8c\u3001\u4ed6\u306e\u8a00\u8a9e\u3078\u306e\u5bfe\u5fdc\u3092\u9032\u3081 Jupyter ( Julia + Python + R) \u304c\u751f\u307e\u308c\u305f\u3002\u4eca\u3067\u306f\u305d\u308c\u4ee5\u5916\u306e\u8a00\u8a9e\u3078\u3082\u5bfe\u5fdc\u304c\u9032\u3093\u3067\u3044\u308b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/7-0.png\" alt=\"image.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u51e6\u7406\u904e\u7a0b\u304c\u305d\u306e\u307e\u307e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b<\/ul>\n<\/li>\n<\/ul>\n<p>\u30b3\u30fc\u30c9\u30bb\u30eb<\/p>\n<p>\u30bb\u30eb\u6bce\u306e\u5b9f\u884c<br \/>\n\u7d50\u679c\u3092\u53ef\u8996\u5316<\/p>\n<p>\u8868<br \/>\n\u30b0\u30e9\u30d5<br \/>\n\u753b\u50cf<\/p>\n<p>\u7d50\u679c\u306e\u4fdd\u5b58<\/p>\n<p>\u30b3\u30e1\u30f3\u30c8\u30bb\u30eb<\/p>\n<p>Markdown<br \/>\n\u6570\u5f0f\u53ef<\/p>\n<p>\u5171\u6709<\/p>\n<p>\u30d3\u30e5\u30fc\u30a2<\/p>\n<p>nbviewer<br \/>\nGithub<\/p>\n<p>\u5171\u540c\u7de8\u96c6<\/p>\n<p>\u793e\u5185\u5171\u6709<br \/>\nSaaS<\/p>\n<p>Google Colaboratory ( \u30ab\u30b9\u30bf\u30e0\u6e08 )<\/p>\n<p>\u4e3b\u306b ML \u754c\u9688\u3067\u306f\u30c7\u30d5\u30a1\u30af\u30c8\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3063\u307d\u3044\u611f\u3058\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u3002<\/p>\n<h1>VS Code \u00d7 Jupyter<\/h1>\n<h2>Extensions : Jupyter<\/h2>\n<p>\u5143\u3005\u3001VS Code \u306b\u306f Jupyter \u3068\u7d71\u5408\u3057\u3088\u3046\u3068\u3044\u3046\u3001\u540d\u524d\u3082\u305d\u306e\u3082\u306e\u30ba\u30d0\u30ea\u306a\u62e1\u5f35\u304c\u5b58\u5728\u3057\u3066\u3044\u305f\u3002<br \/>\nhttps:\/\/marketplace.visualstudio.com\/items?itemName=donjayamanne.jupyter<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/13-0.gif\" alt=\"examples.gif\" \/><\/div>\n<p>\u305f\u3060\u3001\u3053\u306e\u62e1\u5f35\u306f\u898b\u3066\u5206\u304b\u308b\u901a\u308a\u3001\u30bb\u30eb\u3054\u3068\u306e\u5b9f\u884c\u7d50\u679c\u3092\u30d7\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3060\u3051\u3067\u3042\u308b\u3002<br \/>\n\u3053\u308c\u3067\u306f\u3001Jupyter \u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u6a5f\u80fd\u3092\u501f\u308a\u3066\u3044\u308b\u3060\u3051\u3060\u3002<\/p>\n<h2>Extensions : Neuron<\/h2>\n<p>\u4eca\u5e74\u306e 10 \u6708\u672b\u306b\u73fe\u308c\u305f\u3053\u306e\u62e1\u5f35\u306f\u3001\u3088\u308a Jupyter \u3068\u306e\u5f37\u3044\u7d71\u5408\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u3002<br \/>\nhttps:\/\/marketplace.visualstudio.com\/items?itemName=neuron.neuron-IPE<br \/>\nhttps:\/\/github.com\/neuron-team\/vscode-ipe<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/17-0.png\" alt=\"examples.gif\" \/><\/div>\n<p>\u89e3\u8aac\u52d5\u753b\u304c\u5206\u304b\u308a\u3084\u3059\u3044<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter Like \u306a\u30d3\u30e5\u30fc\u30a2\u30d1\u30cd\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>\u30b3\u30fc\u30c9\u30bb\u30eb ( \u30ab\u30fc\u30c9\u3068\u8868\u73fe\u3055\u308c\u308b ) \u6bce\u306e\u5b9f\u884c\u3068\u7d50\u679c\u306e\u53ef\u8996\u5316<\/p>\n<p>\u8c4a\u5bcc\u306a\u53ef\u8996\u5316\u65b9\u6cd5<\/p>\n<p>Jupyter \u4e92\u63db<\/p>\n<p>Jupyter Notebook \u30a4\u30f3\u30dd\u30fc\u30c8 \/ \u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/p>\n<p>Smart Import \u6a5f\u80fd<\/p>\n<p>import \u3055\u308c\u3066\u3044\u308b\u672a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d1\u30c3\u30b1\u30fc\u30b8\u3092 pip \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<p>Python \u3068 R \u306e\u307f\u5bfe\u5fdc<\/p>\n<p>\u4f7f\u3044\u52dd\u624b\u306f\u5f8c\u307b\u3069\u3002<\/p>\n<h2>Extension : Python Extension \u3078\u53d6\u308a\u8fbc\u307f<\/h2>\n<p>\u4e0a\u8a18 Neuron \u306b\u76f8\u5f53\u3059\u308b\u6a5f\u80fd\u306f\u3001\u3059\u3067\u306b\u672c\u5bb6 Python Extension \u3078\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u308b\u3002<br \/>\nhttps:\/\/marketplace.visualstudio.com\/items?itemName=ms-python.python<br \/>\nhttps:\/\/github.com\/Microsoft\/vscode-python<\/p>\n<p>\u7d4c\u7def\u3068\u3057\u3066\u306f\u3001<\/p>\n<p>2018-10-29 \u306b MS \u516c\u5f0f\u30d6\u30ed\u30b0\u306b Neuron \u306e\u8a18\u4e8b\u304c\u51fa\u3066\u3001<br \/>\n\u2193<br \/>\n2018-11-8 \u306b\u3001Python Extension \u306b Neuron \u76f8\u5f53\u306e\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3001<br \/>\n\u2193<br \/>\n2018-11-14 \u306b\u3001\u5143\u306e\u7d39\u4ecb\u8a18\u4e8b\u306b Python Extension \u3067\u540c\u3058\u3053\u3068\u3067\u304d\u308b\u3088\u3068\u30a2\u30ca\u30a6\u30f3\u30b9\u304c\u6709\u3063\u305f<br \/>\n\u2193 ?<br \/>\n\u3044\u3064\u306e\u9593\u306b\u304b\u3001Python Extension \u306b\u30bb\u30eb\u5358\u4f4d\u306e\u30b3\u30fc\u30c9\u5b9f\u884c\u306b\u3064\u3044\u3066\u306e\u8aac\u660e\u304c\u3042\u3063\u305f<\/p>\n<p>\u3068\u3044\u3046\u6d41\u308c\u3067\u3001\u5143\u306e Neuron \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u3069\u3046\u3044\u3063\u305f\u6271\u3044\u306b\u306a\u3063\u305f\u306e\u304b\u306f\u4e0d\u660e\u3002Neuron \u306e\u30b3\u30df\u30c3\u30c8\u30ed\u30b0\u3092\u898b\u3066\u3082 7 \u6708\u304b\u3089\u306f\u610f\u5473\u306e\u3042\u308b\u4fee\u6b63\u304c\u307b\u3068\u3093\u3069\u7121\u3044\u72b6\u614b\u3067\u3001\u5b9f\u8cea\u53d6\u308a\u8fbc\u307e\u308c\u305f\u5f62\u3067\u4eca\u5f8c Deprecated \u306b\u306a\u3063\u3066\u3044\u304f\u306e\u304b\u306a\u3041\u3001\u5206\u304b\u308a\u307e\u305b\u3093\u304c\u3002<\/p>\n<h2>\u304a\u307e\u3051 : \u305d\u306e\u4ed6\u306e\u30a8\u30c7\u30a3\u30bf\u62e1\u5f35<\/h2>\n<p>VS Code \u3068\u540c\u3058\u65b9\u5411\u6027\u3092\u6301\u3064\u30a8\u30c7\u30a3\u30bf\u306f\u4ed6\u306b\u3082\u5b58\u5728\u3059\u308b<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Atom + hydrogen<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Pycharm \u306e Scientific \u30e2\u30fc\u30c9<\/ul>\n<h1>\u4f7f\u3063\u3066\u307f\u308b<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Windows 10 Pro 1803<\/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\">Miniconda 4.5.1<\/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\">VS Code 1.29.1<\/ul>\n<\/li>\n<\/ul>\n<p>Python Extension 2018.11.0<\/p>\n<h2>Jupyter \u74b0\u5883\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>\u3072\u3068\u307e\u305a\u3001Jupyter \u74b0\u5883\u3068\u6700\u4f4e\u9650\u306e\u74b0\u5883\u3092\u4e00\u901a\u308a\u6574\u3048\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">$<\/span> <span class=\"n\">conda<\/span> <span class=\"nx\">install<\/span> <span class=\"nx\">jupyter<\/span> <span class=\"nx\">numpy<\/span> <span class=\"nx\">pamdas<\/span> <span class=\"nx\">matplotlib<\/span> <span class=\"nx\">plotly<\/span>\r\n\r\n<span class=\"c\"># \u78ba\u8a8d<\/span>\r\n<span class=\"err\">$<\/span> <span class=\"n\">python<\/span>\r\n<span class=\"c\"># Python 3.6.7 |Anaconda, Inc.| (default, Oct 28 2018, 19:44:12) [MSC v.1915 64 bit (AMD64)] on win32<\/span>\r\n<span class=\"c\"># Type \"help\", \"copyright\", \"credits\" or \"license\" for more information.<\/span>\r\n<span class=\"c\"># &gt;&gt;&gt; import jupyter_core<\/span>\r\n<span class=\"c\"># &gt;&gt;&gt; import notebook<\/span>\r\n<span class=\"c\"># &gt;&gt;&gt; jupyter_core.version_info<\/span>\r\n<span class=\"c\"># (4, 4, 0)<\/span>\r\n<span class=\"c\"># &gt;&gt;&gt; notebook.version_info<\/span>\r\n<span class=\"c\"># (5, 7, 2)<\/span>\r\n<span class=\"c\"># &gt;&gt;&gt;<\/span>\r\n<\/code><\/pre>\n<h2>Neuron<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/36-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/37-1.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/38-0.gif\" alt=\"py01.gif\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/39-0.gif\" alt=\"py02.gif\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u826f\u304b\u3063\u305f\u70b9<\/ul>\n<\/li>\n<\/ul>\n<p>VS Code \u306e\u5f37\u529b\u306a\u30a8\u30c7\u30a3\u30bf\u6a5f\u80fd\u3084\u958b\u767a\u652f\u63f4\u6a5f\u80fd\u304c\u4f7f\u3048\u308b<\/p>\n<p>\u30a4\u30de\u30a4\u30c1\u306a\u70b9<\/p>\n<p>\u518d\u5b9f\u884c\u304c\u3067\u304d\u306a\u3044<\/p>\n<p>\u5e38\u306b\u65b0\u3057\u3044\u30bb\u30eb\u3068\u3057\u3066\u8ffd\u52a0\u3055\u308c\u3066\u3044\u304f<\/p>\n<p>\u5b9f\u884c\u4e2d\u306b\u3001Loading \u30a2\u30a4\u30b3\u30f3\u3068\u304b\u7121\u3044\u306e\u3067\u4e0d\u5b89<br \/>\n\u597d\u304d\u306a\u7bc4\u56f2\u3092\u9078\u629e\u3067\u304d\u308b\u306e\u3067\u3001\u518d\u73fe\u6027\u306b\u4e4f\u3057\u3044<\/p>\n<p>\u5143\u306e\u30b3\u30fc\u30c9\u306f\u30b3\u30fc\u30c9\u306e\u4e00\u6642\u7f6e\u304d\u5834\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b<\/p>\n<h2>Python Extension<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/42-0.gif\" alt=\"py03.gif\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/43-0.gif\" alt=\"py04.gif\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u826f\u304b\u3063\u305f\u70b9<\/ul>\n<\/li>\n<\/ul>\n<p>\u30b3\u30fc\u30c9\u306e\u30cf\u30a4\u30e9\u30a4\u30c8\u3082\u3042\u308b<\/p>\n<p>\u30c6\u30fc\u30de\u306f\u3061\u3087\u3063\u3068\u898b\u3065\u3089\u3044<\/p>\n<p>\u5b9f\u884c\u4e2d\u306f\u3001\u5b9f\u884c\u4e2d\u3068\u30c4\u30fc\u30eb\u30d0\u30fc\u306b\u304d\u3061\u3093\u3068\u8868\u793a\u3055\u308c\u308b<br \/>\n\u30b3\u30fc\u30c9\u3068\u3057\u3066\u30bb\u30eb\u304c\u533a\u5207\u3089\u308c\u308b\u306e\u3067\u3001\u518d\u73fe\u6027\u306f\u62c5\u4fdd\u3055\u308c\u308b<\/p>\n<p>\u30a4\u30de\u30a4\u30c1\u306a\u70b9<\/p>\n<p>\u30bb\u30eb\u306e\u9806\u756a\u304c\u5909\u3048\u3089\u308c\u306a\u3044<br \/>\n\u82e5\u5e72\u91cd\u3044\uff1f\uff1f<\/p>\n<h2>\u3069\u3063\u3061\u3092\u4f7f\u3046\u3079\u304d\u304b<\/h2>\n<p>\u4f7f\u3044\u52dd\u624b\u3068\u3057\u3066\u306f\u3001\u307b\u3068\u3093\u3069\u9055\u3044\u306f\u611f\u3058\u306a\u304b\u3063\u305f\u3002<br \/>\nPython Extension \u306e\u65b9\u304c\u826f\u3044\u306e\u304b\u306a\u3041\u3068\u306f\u611f\u3058\u308b\u3002<\/p>\n<h1>\u30c7\u30fc\u30bf\u53ef\u8996\u5316 &amp; \u63a2\u7d22\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h1>\n<p>\u4e00\u901a\u308a\u4f7f\u7528\u611f\u3092\u8a66\u3057\u305f\u306e\u3067\u3001\u3053\u3053\u304b\u3089\u306f\u53d6\u308a\u7559\u3081\u306e\u306a\u3044\u8a71\u3067\u3059\u3002<\/p>\n<p>Jupyter \u81ea\u4f53\u3082\u305d\u3046\u3060\u304c\u3001\u305d\u308c\u3092 Vs Code \u3068\u3044\u3046\u30a8\u30c7\u30a3\u30bf\u304b\u3089\u5b9f\u884c\u3057\u3066\u307f\u3066\u6c17\u304c\u4ed8\u3044\u305f\u306e\u306f\u3001\u3053\u3046\u3084\u3063\u3066\u7d50\u679c\u3092\u9010\u6b21\u53ef\u8996\u5316\u3057\u306a\u304c\u3089\u30b3\u30fc\u30c9\u3092\u884c\u3063\u305f\u308a\u6765\u305f\u308a\u3059\u308b\u306e\u3063\u3066\u3001\u30c7\u30fc\u30bf\u52a0\u5de5\u3084 ML \u4ee5\u5916\u3067\u3082\u4fbf\u5229\u306a\u5834\u5408\u3042\u308b\u3088\u306a \u3068\u3044\u3046\u3053\u3068\u3002<\/p>\n<h2>\u63a2\u7d22\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h2>\n<p>\u63a2\u7d22\u7684\u3068\u3044\u3046\u306e\u306f\u3001\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u304b\u3089\u9802\u3044\u305f\u3002<br \/>\n\u3082\u3063\u3068\u9069\u3057\u305f\u8a00\u8449\u304c\u3042\u308b\u306e\u304b\u3082\u77e5\u308c\u306a\u3044\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ed\u30b0\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u52a0\u5de5\u3057\u306a\u304c\u3089\u306e\u8abf\u67fb<\/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\">Web API \u304b\u3089\u53d6\u5f97\u3057\u305f JSON \u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3064\u3064\u3001\u52a0\u5de5<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u521d\u3081\u3066\u4f7f\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092 REPL \u3067\u5bfe\u8a71\u7684\u306b\u4f7f\u3044\u52dd\u624b\u3092\u8a66\u3059<\/ul>\n<p>\u307f\u305f\u3044\u306a\u3001\u8a66\u884c\u932f\u8aa4\u3057\u306a\u304c\u3089\u76ee\u7684\u306e\u7d50\u679c\u3092\u53d6\u5f97\u3059\u308b\u3088\u3046\u306a\u3001\u307e\u305f\u306f\u8a66\u884c\u932f\u8aa4\u904e\u7a0b\u306b\u3053\u305d\u4fa1\u5024\u304c\u3042\u308b\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067\u3001Jyputer \u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u5f79\u306b\u7acb\u3064\u3068\u601d\u3046\u3002<\/p>\n<p>\u6697\u9ed9\u77e5\u306e\u89e3\u6d88\u304c\u91cd\u8981\u8ab2\u984c\u306b\u6319\u3052\u3089\u308c\u308b\u73fe\u4ee3\u3001\u4e0a\u624b\u304f\u89e3\u6c7a\u3067\u304d\u306a\u3044\u3060\u308d\u3046\u304b\u3068\u8003\u3048\u3066\u3044\u308b\u3002<\/p>\n<h2>\u30c6\u30b9\u30c8<\/h2>\n<p>\u307e\u305f\u3001\u30c6\u30b9\u30c8\u3078\u3082\u5fdc\u7528\u3067\u304d\u308b\u306e\u3067\u306f\u3068\u8003\u3048\u3066\u3044\u308b\u3002<\/p>\n<p>Input \/ Output \u306e\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u3088\u308a\u3082\u76f4\u611f\u7684\u306a\u3082\u306e\u304c\u3067\u304d\u306a\u3044\u3060\u308d\u3046\u304b\u3002<br \/>\n\u307e\u305f\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u30c6\u30b9\u30c8\u3067\u3042\u308c\u3070\u3001HTML \u6587\u5b57\u5217\u3092\u8868\u793a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3057\u3001HTML \u3068\u3057\u3066\u8a55\u4fa1\u3057\u7d50\u679c\u3092\u8868\u793a\u3059\u308b\u4e8b\u3082\u3067\u304d\u308b\u3002<\/p>\n<p>\u3053\u308c\u3092 CI \u6642\u306b Jupyter \u3067\u52d5\u4f5c\u3055\u305b\u3066\u7d50\u679c\u3092 Github \u306b Push\u3001Github \u306e\u30d3\u30e5\u30fc\u30a2\u3067\u6210\u7e3e\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3068\u304b\u307e\u3067\u5984\u60f3\u3002<\/p>\n<h1>2018\/12\/14 \u8ffd\u8a18<\/h1>\n<p>\u3069\u3046\u3084\u3089 Live Programming\u3068\u3044\u3046\u8003\u3048\u65b9\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<p>Live Programming\u306b\u3064\u3044\u3066 (LIVE 2017\u3067\u57fa\u8abf\u8b1b\u6f14\u3057\u307e\u3059)<\/p>\n<p>\u7d50\u679c\u3092\u5e38\u306b\u78ba\u8a8d\u3057\u306a\u304c\u3089\u3001\u8a66\u884c\u932f\u8aa4\u3057\u306a\u304c\u3089\u8a2d\u8a08\u3057\u306a\u304c\u3089\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3057\u3066\u3044\u304f\u3068\u3044\u3046\u70b9\u3067\u306f\u3068\u3066\u3082\u8fd1\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u6700\u8fd1\u3001Live Programming\u306b\u9650\u3089\u305a\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30c7\u30b6\u30a4\u30f3\u3092\u518d\u8003\u3059\u308b\u8a66\u307f\u304c\u305f\u304f\u3055\u3093\u51fa\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070Jupyter Notebook\u3084Eve\u306a\u3069\u306f\u6587\u82b8\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0(Literate Programming)\u304cLive Programming\u3068\u7d50\u3073\u3064\u3044\u3066\u73fe\u4ee3\u7684\u306a\u518d\u8208\u3092\u679c\u305f\u3057\u305f\u4f8b\u3067\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u3088\u3046\u306a\u5358\u4e00\u306e\u30e6\u30fc\u30b6\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9(UI)\u3060\u3051\u3092\u6539\u5584\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30d7\u30ed\u30b0\u30e9\u30de\u3092\u53d6\u308a\u5dfb\u304f\u74b0\u5883\u3001\u305d\u308c\u304c\u63d0\u4f9b\u3059\u308b\u4f53\u9a13\u3092\u6539\u5584\u3057\u3088\u3046\u3068\u3044\u3046\u6d41\u308c\u304c\u3067\u304d\u3066\u304d\u3066\u3044\u307e\u3059\u3002<\/p><\/blockquote>\n<p>\u306a\u308b\u307b\u3069\u3001Jyputer \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u306e\u90e8\u5206\u306f Literate Programming \u3068\u8a00\u3046\u3093\u3067\u3059\u306d\u3002<br \/>\n\u52c9\u5f37\u4e0d\u8db3\u3067\u3057\u305f\u3002<\/p>\n<h1>\u611f\u60f3<\/h1>\n<p>\u4f7f\u3044\u6163\u308c\u305f\u30a8\u30c7\u30a3\u30bf\u3067 Jupyter \u958b\u767a\u304c\u3067\u304d\u308b\u306e\u306f\u3068\u3066\u3082\u4fbf\u5229\u3002<br \/>\n\u307e\u3060 Python Extension \u306b\u5c0e\u5165\u3055\u308c\u3066\u65e5\u3082\u6d45\u3044\u306e\u3067\u3001\u3053\u308c\u304b\u3089\u3060\u308d\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001\u63a2\u7d22\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3078\u306e Jupyter \u306e\u5fdc\u7528\u306f\u3001\u3082\u3046\u5c11\u3057\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u3066\u307f\u305f\u3044\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u6539\u3081\u3066\u8aad\u307f\u8fd4\u3057\u3066\u307e\u3068\u307e\u308a\u7121\u3044\u306a\u3041\u3002<\/p>\n<h1>\u3042\u3068\u304c\u304d<\/h1>\n<p>\u203b \u3053\u306e\u8a18\u4e8b\u306f\u500b\u4eba\u306e\u898b\u89e3\u3067\u3042\u308a\u3001\u6240\u5c5e\u3059\u308b\u7d44\u7e54\u3092\u4ee3\u8868\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3053\u6700\u8fd1\u3001\u69d8\u3005\u306a\u5f62\u3067 VS Code \u3068 Jupyter \u306e\u7d71\u5408\u304c\u9032\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u3053\u308c\u3092\u307e\u3068\u3081\u307e\u3059\u3002 \u307e\u305f\u3001\u3053 [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46238","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\/46238-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u3053\u3053\u6700\u8fd1\u3001\u69d8\u3005\u306a\u5f62\u3067 VS Code \u3068 Jupyter \u306e\u7d71\u5408\u304c\u9032\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u3053\u308c\u3092\u307e\u3068\u3081\u307e\u3059\u3002 \u307e\u305f\u3001\u3053 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46238-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-18T23:51:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-28T17:17:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d63a837434c4406d029e1\/7-0.png\" \/>\n<meta name=\"author\" content=\"\u65b0, \u97f5\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u65b0, \u97f5\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46238-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46238-2\/\",\"name\":\"- Blog - Silicon 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