{"id":46080,"date":"2023-05-04T20:52:33","date_gmt":"2023-08-10T14:58:56","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46080-2\/"},"modified":"2024-04-30T02:38:15","modified_gmt":"2024-04-29T18:38:15","slug":"46080-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46080-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u672c\u8a18\u4e8b\u306f Julia Advent Calendar 2021 \u306e22\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059.<\/p>\n<p>JuliaMono, \u3068\u3066\u3082\u826f\u3044\u3067\u3059\u306d. \u666e\u6bb5\u306f\u6e90\u30ce\u89d2\u30b4\u30b7\u30c3\u30afCode\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u304c, \u5909\u6570\u306b\u30d0\u30fc\u306a\u3069\u306e\u30a2\u30af\u30bb\u30f3\u30c8\u8a18\u53f7\u3092\u3064\u3051\u308b\u3068\u30d5\u30a9\u30f3\u30c8\u306e\u5927\u304d\u3055\u304c\u5909\u306b\u306a\u3063\u3066\u3044\u305f\u306e\u3067, \u305d\u308c\u3092\u56de\u907f\u3067\u304d\u308b\u306e\u306f\u3068\u3066\u3082\u3042\u308a\u304c\u305f\u3044\u3067\u3059. Advent Calendar \u306e9\u65e5\u76ee\u306e\u8a18\u4e8b\u306e\u304a\u304b\u3052\u3067\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f.<\/p>\n<h2>\u80cc\u666f<\/h2>\n<p>Julia \u30e6\u30fc\u30b6\u30fc\u306e\u4e2d\u306b\u306f Jupyter \u3092\u4f7f\u3063\u3066\u3044\u308b\u65b9\u304c\u591a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u304c, \u3069\u306e\u3088\u3046\u306b\u8d77\u52d5\u3057\u3066\u3044\u307e\u3059\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>\u3082\u3057, Julia \u306e REPL \u3067<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">using<\/span> <span class=\"n\">IJulia<\/span>\r\n<span class=\"n\">notebook<\/span><span class=\"x\">()<\/span>\r\n<\/code><\/pre>\n<p>\u3068\u3057\u3066\u3044\u308b\u304b, \u30bf\u30fc\u30df\u30ca\u30eb\u7b49\u3067\u76f4\u63a5<\/p>\n<pre class=\"post-pre\"><code>jupyter notebook\r\n<\/code><\/pre>\n<p>\u3068\u3057\u3066\u8d77\u52d5\u3057\u3066\u3044\u308b\u5834\u5408, Jupyter Notebook \u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059.<br \/>\nJupyter \u3068\u3044\u3046\u30ad\u30fc\u30ef\u30fc\u30c9\u3067 Google \u691c\u7d22\u3059\u308b\u3068, \u300cJupyter Notebook \u306e\u4f7f\u3044\u65b9\u300d\u307f\u305f\u3044\u306a\u8a18\u4e8b\u304c\u305f\u304f\u3055\u3093\u51fa\u3066\u304f\u308b\u306e\u3067, \u305d\u306e\u3088\u3046\u306b\u3057\u3066\u3044\u308b\u65b9\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059.<\/p>\n<p>\u3057\u304b\u3057, Project Jupyter \u306e\u30da\u30fc\u30b8\u3092\u898b\u3066\u307f\u308b\u3068, \u6700\u521d\u306b\u66f8\u3044\u3066\u3042\u308b\u306e\u306f JupyterLab \u3068\u3044\u3046\u6587\u5b57\u5217\u3067\u3059. \u3088\u304f\u8aad\u3080\u3068,<\/p>\n<blockquote><p>JupyterLab: A Next-Generation Notebook Interface<\/p><\/blockquote>\n<p>\u3068\u66f8\u304b\u308c\u3066\u304a\u308a, \u305d\u3053\u304b\u3089\u4e0b\u3078\u30b9\u30af\u30ed\u30fc\u30eb\u3059\u308b\u3068 Jupyter Notebook \u304c\u73fe\u308c\u3066,<\/p>\n<blockquote><p>Jupyter Notebook: The Classic Notebook Interface<\/p><\/blockquote>\n<p>\u3068\u66f8\u304b\u308c\u3066\u3044\u307e\u3059.<\/p>\n<p>\u3053\u306e2\u3064\u304c\u3059\u3079\u3066\u3092\u7269\u8a9e\u3063\u3066\u3044\u308b\u3068\u601d\u3044\u307e\u3059. \u3064\u307e\u308a, Jupyter Notebook \u306f Classic \u3067, JupyterLab \u304c Next-Generation \u306a\u306e\u3067\u3059. \u3053\u308c\u306f\u3082\u3046, \u300cJupyter Notebook \u3067\u306f\u306a\u304f, JupyterLab \u3092\u4f7f\u304a\u3046\u300d\u3068\u3044\u3046\u30e1\u30c3\u30bb\u30fc\u30b8\u306a\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b.<\/p>\n<p>\u305d\u3046\u3044\u3046\u308f\u3051\u3067, \u672c\u8a18\u4e8b\u3067\u306f, JupyterLab \u3092\u3054\u304f\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u307e\u3059. \u3088\u308a\u8a73\u3057\u3044\u3053\u3068\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u304c\u53c2\u8003\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059.<\/p>\n<h2>JupyterLab \u3067\u3067\u304d\u308b\u3053\u3068<\/h2>\n<p>\u30c7\u30e2\u30b5\u30a4\u30c8 (\u8d77\u52d5\u307e\u3067\u3061\u3087\u3063\u3068\u6642\u9593\u304c\u304b\u304b\u308b) \u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068, \u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u308b\u3068\u601d\u3044\u307e\u3059.<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630737434c4406d013da\/20-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5de6\u5074\u306e Lorenz.ipynb \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068, \u3053\u306e notebbok \u30d5\u30a1\u30a4\u30eb\u304c\u8d77\u52d5\u3055\u308c\u307e\u3059\u304c, \u305d\u308c\u304c\u540c\u3058\u30da\u30fc\u30b8\u5185\u306b\u5225\u30c0\u30d6\u3067\u8868\u793a\u3055\u308c\u307e\u3059.<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630737434c4406d013da\/22-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u3082\u3057\u5225\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u3063\u3066\u8d77\u52d5\u3059\u308c\u3070, \u3055\u3089\u306b\u5225\u30bf\u30d6\u3067\u8868\u793a\u3055\u308c\u307e\u3059. Jupyter Notebook \u306e\u5834\u5408, 1\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u30671\u3064\u306e\u30da\u30fc\u30b8\u3067\u3057\u305f\u306e\u3067, \u8907\u6570\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u5834\u5408\u306f JupyterLab\u306e\u65b9\u304c\u4fbf\u5229\u3067\u3042\u308b\u3068\u601d\u3044\u307e\u3059.<\/p>\n<p>\u307e\u305f, \u30c0\u30fc\u30af\u30c6\u30fc\u30de\u3092\u7c21\u5358\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059. \u5177\u4f53\u7684\u306b\u306f, Settings -&gt; Theme -&gt; JupyterLab Dark \u3068\u30af\u30ea\u30c3\u30af\u3057\u3066\u3044\u304f\u3060\u3051\u3067\u3059.<br \/>\n\u3053\u308c\u306b\u3088\u3063\u3066, \u4ee5\u4e0b\u306e\u3088\u3046\u306b\u898b\u305f\u76ee\u304c\u5909\u308f\u308a\u307e\u3059.<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630737434c4406d013da\/25-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f JupyterLab Light \u3068 Dark \u306e2\u3064\u3057\u304b\u9078\u629e\u80a2\u304c\u3042\u308a\u307e\u305b\u3093\u304c, JupyterLab \u306b\u306f extension manager \u304c\u3042\u308b\u305f\u3081, \u305d\u3053\u304b\u3089\u30c6\u30fc\u30de\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059.<br \/>\n\u8a73\u3057\u304f\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044.<\/p>\n<p>\u305d\u306e\u4ed6, \u30d5\u30a9\u30f3\u30c8\u306e\u5909\u66f4 (\u5f8c\u8ff0) \u3092\u306f\u3058\u3081\u3068\u3057\u3066, \u67d4\u8edf\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059.<br \/>\n\u3064\u307e\u308a, Jupyter Notebook \u3067\u3067\u304d\u308b\u3053\u3068\u306f JupyterLab \u3067\u3082\u3067\u304d\u308b\u3057, Jupyter Notebook \u3067\u306f\u7c21\u5358\u306b\u306f\u3067\u304d\u306a\u3044\u3053\u3068\u3082\u8272\u3005\u3067\u304d\u308b, \u3068\u3044\u3046\u3053\u3068\u3067\u3059.<br \/>\n\u3088\u308a\u7d30\u304b\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306b\u3064\u3044\u3066\u306f, \u524d\u7bc0\u3067\u5f15\u7528\u3057\u305f\u8a18\u4e8b\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044.<\/p>\n<h2>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u8d77\u52d5\u65b9\u6cd5<\/h2>\n<p>Jupyter \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u969b\u306b pip install jupyter \u306a\u3069\u3068\u3057\u3066\u3044\u305f\u308a, Julia \u306e \u30d1\u30c3\u30b1\u30fc\u30b8\u30e2\u30fc\u30c9\u3067 add IJulia \u3068\u3057\u3066\u3044\u308c\u3070, Notebook \u3068\u4e00\u7dd2\u306b JupyterLab \u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u306f\u305a\u306a\u306e\u3067, \u7279\u306b\u884c\u3046\u3053\u3068\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059,<\/p>\n<p>\u3082\u3057\u4ee5\u4e0b\u306e\u65b9\u6cd5\u3067\u8d77\u52d5\u3067\u304d\u306a\u3051\u308c\u3070, \u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044.<\/p>\n<p>JupyterLab\u3092\u8d77\u52d5\u3059\u308b\u306b\u306f, \u30bf\u30fc\u30df\u30ca\u30eb\u7b49\u3067<\/p>\n<pre class=\"post-pre\"><code>jupyter lab\r\n<\/code><\/pre>\n<p>\u307e\u305f\u306f<\/p>\n<pre class=\"post-pre\"><code>jupyter-lab\r\n<\/code><\/pre>\n<p>\u3068\u3059\u308b\u304b, Julia \u306e REPL \u3067<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">using<\/span> <span class=\"n\">IJulia<\/span>\r\n<span class=\"n\">jupyterlab<\/span><span class=\"x\">()<\/span>\r\n<\/code><\/pre>\n<p>\u3068\u3059\u308b\u3053\u3068\u3067\u8d77\u52d5\u3067\u304d\u307e\u3059.<\/p>\n<p>\u95a2\u6570 jupyterlab \u306b\u306f \u95a2\u6570 notebook \u3068\u540c\u3058\u3088\u3046\u306b\u5f15\u6570\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059. \u4f8b\u3048\u3070\u79c1\u306f<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">jupyterlab<\/span><span class=\"x\">(<\/span><span class=\"n\">dir<\/span><span class=\"o\">=<\/span><span class=\"n\">pwd<\/span><span class=\"x\">(),<\/span> <span class=\"n\">detached<\/span><span class=\"o\">=<\/span><span class=\"nb\">true<\/span><span class=\"x\">)<\/span>\r\n<\/code><\/pre>\n<p>\u3068\u3057\u3066\u8d77\u52d5\u3057\u3066\u3044\u307e\u3059. \u8a73\u7d30\u306f IJulia \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044.<\/p>\n<h2>\u30d5\u30a9\u30f3\u30c8\u306e\u5909\u66f4<\/h2>\n<p>\u305b\u3063\u304b\u304f\u306a\u306e\u3067 JuliaMono \u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046. JuliaMono \u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u72b6\u614b\u3067, JupyterLab \u3067 Setting -&gt; Advanced Settings Editor \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b (\u3042\u308b\u3044\u306f, Ctrl + , \u3092\u62bc\u3059) \u3053\u3068\u3067, Advanced Settings Editor \u304c\u958b\u304d\u307e\u3059.<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630737434c4406d013da\/44-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u958b\u3044\u305f\u30bf\u30d6\u5185\u306e\u5de6\u5074\u306e\u30ea\u30b9\u30c8\u304b\u3089 Notebook \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068, Notebook \u306b\u95a2\u3059\u308b\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u304c JSON \u5f62\u5f0f\u3067\u8868\u793a\u3055\u308c\u308b\u306e\u3067, \u305d\u308c\u3092\u53f3\u5074\u306e user Preferences \u306b\u30b3\u30d4\u30da\u3057\u3066\u7de8\u96c6\u3059\u308b\u3053\u3068\u3067, \u3044\u308d\u3044\u308d\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059.<\/p>\n<p>\u4f8b\u3048\u3070\u4ee5\u4e0b\u3092\u5165\u529b\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067, \u30d5\u30a9\u30f3\u30c8\u3068\u30d5\u30a9\u30f3\u30c8\u30b5\u30a4\u30ba\u3092\u5909\u66f4\u3067\u304d\u307e\u3059.<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"codeCellConfig\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"fontFamily\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"JuliaMono Regular\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"fontSize\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">16<\/span>\r\n    <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5b9f\u969b, \u3053\u308c\u306b\u3088\u308a, \u5148\u307b\u3069\u958b\u3044\u305f Lorenz.ipynb \u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u307e\u3059 (\u4f8b\u3048\u3070 0 \u306e\u5f62\u304c\u5909\u308f\u3063\u3066\u3044\u307e\u3059).<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630737434c4406d013da\/49-0.png\" alt=\"image.png\" \/><\/div>\n<h2>Interact.jl \u3092\u4f7f\u3046\u3068\u304d\u306b\u3061\u3087\u3063\u3068\u56f0\u308b\u3053\u3068\u304c\u3042\u308b<\/h2>\n<p>Interact.jl \u3068\u306f, \u30b9\u30e9\u30a4\u30c0\u30fc\u3084\u30dc\u30bf\u30f3\u306a\u3069\u3092\u8868\u793a\u3055\u305b\u3066, \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u53ef\u8996\u5316\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059.<br \/>\n\u8a73\u3057\u304f\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u304c\u53c2\u8003\u306b\u306a\u308a\u307e\u3059.<\/p>\n<p>\u57fa\u672c\u7684\u306b\u4fbf\u5229\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059\u304c, JupyterLab \u3092\u30c0\u30fc\u30af\u30c6\u30fc\u30de\u306b\u3057\u3066\u3044\u308b\u5834\u5408, \u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30b9\u30e9\u30a4\u30c0\u30fc\u306e\u6587\u5b57\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059.<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630737434c4406d013da\/55-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u4e0a\u306e\u753b\u50cf\u306b\u306f\u305f\u3060\u30b9\u30e9\u30a4\u30c0\u30fc\u304c\u3042\u308b\u3060\u3051\u306b\u898b\u3048\u307e\u3059\u304c, \u5b9f\u306f\u5de6\u53f3\u306b\u30c6\u30ad\u30b9\u30c8\u304c\u3042\u308a\u307e\u3059. \u30c6\u30ad\u30b9\u30c8\u9078\u629e\u3057\u3066\u307f\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059.<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630737434c4406d013da\/57-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u3053\u308c\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u65b9\u6cd5\u304c\u3042\u308c\u3070, \u6559\u3048\u3066\u4e0b\u3055\u3044.<br \/>\n\u307e\u305f, \u81ea\u5206\u306e\u74b0\u5883\u306b\u554f\u984c\u304c\u3042\u308b\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c, \u4e00\u5ea6\u30da\u30fc\u30b8\u3092\u30ea\u30ed\u30fc\u30c9\u3057\u306a\u3044\u3068\u30b9\u30e9\u30a4\u30c0\u30fc\u304c\u6b63\u3057\u304f\u52d5\u4f5c\u3057\u307e\u305b\u3093. \u8b0e\u3067\u3059&#8230;<\/p>\n<h2>\u7d42\u308f\u308a\u306b<\/h2>\n<p>JupyterLab \u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u5feb\u9069\u306a Julia \u30e9\u30a4\u30d5\u3092\u904e\u3054\u3057\u307e\u3057\u3087\u3046.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u8a18\u4e8b\u306f Julia Advent Calendar 2021 \u306e22\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059. JuliaMono,  [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46080","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\/46080-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u672c\u8a18\u4e8b\u306f Julia Advent Calendar 2021 \u306e22\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059. 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