{"id":45990,"date":"2022-11-08T09:41:58","date_gmt":"2023-11-08T18:36:03","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45990-2\/"},"modified":"2024-04-28T23:38:36","modified_gmt":"2024-04-28T15:38:36","slug":"45990-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45990-2\/","title":{"rendered":""},"content":{"rendered":"<h2>TL;DR<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter notebook \u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u8aad\u307f\u8fbc\u307e\u308c\u308bMathJax.js\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u66f4\u65b0\u3059\u308c\u3070\u3088\u3044<\/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\">pyenv\u3092\u4f7f\u3063\u3066anaconda\u74b0\u5883\u3067Jupyter\u3092\u52d5\u304b\u3057\u3066\u3044\u308b\u306a\u3089\u3070\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u3067 Jupyter notebook \u3092\u66f4\u65b0\u3059\u308c\u3070\u3088\u3044<\/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\">$ pyenv version<\/ul>\n<\/li>\n<\/ul>\n<p>anaconda3-2.5.0 (set by \/Users\/USER_NAME\/.pyenv\/version)<\/p>\n<p>$ pip list<\/p>\n<p>notebook (4.1.0)<\/p>\n<p>$ conda update setuptools<\/p>\n<p>$ pip install notebook -U<\/p>\n<p>$ pip list<\/p>\n<p>notebook (4.2.2)<\/p>\n<p>$ jupyter notebook &#8211;version<\/p>\n<p>4.2.2<\/p>\n<p>$ jupyter notebook<\/p>\n<p>Jupyter notebook \u304c\u66f4\u65b0\u3055\u308c\u305f\u3053\u3068\u3067\u8aad\u307f\u8fbc\u307e\u308c\u308bMathJax\u3082\u66f4\u65b0\u3055\u308c\u3001\u6b63\u5e38\u306b\u6570\u5f0f\u3092\u63cf\u753b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3042\u308b<\/p>\n<h2>Jupyter notebook \u4f7f\u3063\u3066\u307e\u3059\u304b<\/h2>\n<p>\u7686\u3055\u3093 Jupyter notebook \u4f7f\u3063\u3066\u307e\u3059\u304b\uff1f \u3059\u3054\u304f\u4fbf\u5229\u3067\u3059\u3088\u306d\u3002Python\u3084R\u3001Processing\u306a\u3069\u3092\u8a66\u3059\u3068\u304d\u306b\u3055\u3063\u3068\u66f8\u3044\u3066\u307f\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u7d71\u8a08\u5b66\u306a\u3093\u304b\u306e\u52c9\u5f37\u306b\u3082\u975e\u5e38\u306b\u91cd\u5b9d\u3057\u307e\u3059\u3002\u4e00\u753b\u9762\u306e\u4e2d\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u305d\u306e\u307e\u307e\u5b9f\u884c\u3057\u3066\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3057\u3001Markdown\u3067\u30e1\u30e2\u306a\u3093\u304b\u3082\u53d6\u308c\u308b\u306e\u3067\u307e\u3055\u3057\u304f\u8d85\u5f37\u529b\u306a\u96fb\u5b50\u30ce\u30fc\u30c8\u3068\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002\u3057\u304b\u3082\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5b9f\u884c\u7d50\u679c\u3084\u30e1\u30e2\u306f\u5b9f\u4f53\u3068\u3057\u3066\u306fJSON\u5f62\u5f0f\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u6271\u308f\u308c\u3066\u3044\u308b (\u30b0\u30e9\u30d5\u306a\u3069\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u3082base64\u30a8\u30f3\u30b3\u30fc\u30c9\u3055\u308c\u305f\u6587\u5b57\u5217\u3068\u3057\u3066\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b) \u306e\u3067\u3001\u305d\u306e\u307e\u307eGit\u7ba1\u7406\u3082\u3067\u304d\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u512a\u308c\u3082\u306e\u3002<\/p>\n<p>\u50d5\u3082 R\u306b\u3088\u308b\u3084\u3055\u3057\u3044\u7d71\u8a08\u5b66 \u3092 Jupyter notebook \u4e0a\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u7d71\u8a08\u5b66\u306e\u52c9\u5f37\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d624337434c4406cff7a3\/5-0.png\" alt=\"JupyterNotebook\u4e0a\u3067R\" \/><\/div>\n<p>\u3053\u3093\u306a\u611f\u3058\u3067\u4e00\u753b\u9762\u4e0a\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3066\u3059\u3050\u306b\u30b0\u30e9\u30d5\u3092\u63cf\u304f\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3057\u3001MathJax\u3092\u4f7f\u3063\u3066 $ \\TeX $ \u306e\u8a18\u6cd5\u3067\u6570\u5f0f\u3092\u66f8\u304f\u3053\u3068\u3082\u3067\u304d\u307e\u3059\uff01<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d624337434c4406cff7a3\/7-0.png\" alt=\"JupyterNotebook\u4e0a\u3067\u6570\u5f0f\" \/><\/div>\n<p>&#8230;\u3042\u308c\uff1f\u306a\u3093\u304b\u6570\u5f0f\u304c\u5909&#8230;\uff1f<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d624337434c4406cff7a3\/9-0.png\" alt=\"\u6570\u5f0f\u306e\u53f3\u5074\u306b\u7e26\u68d2\u304c\u51fa\u308b\" \/><\/div>\n<p>\u4f55\u6545\u304b\u6570\u5f0f\u306e\u53f3\u5074\u306b\u7e26\u68d2\u304c\u8868\u793a\u3055\u308c\u3066\u308b\uff01\u3053\u306e\u73fe\u8c61\u3001\u3069\u3046\u3084\u3089Chrome\u3060\u3051\u3067\u751f\u3058\u308b\u30d0\u30b0\u307f\u305f\u3044\u3067\u3059\u3002\u3053\u306e\u8fba\u308a \u3084<br \/>\n\u3053\u306e\u8fba\u308a\u3067\u8b70\u8ad6\u3055\u308c\u3066\u307e\u3059\u306d\u3002<\/p>\n<p>\u3069\u3046\u3084\u3089\u3001\u6570\u5f0f\u306e\u63cf\u753b\u306b\u4f7f\u308f\u308c\u3066\u3044\u308bMathJax\u3092 2.5 \u304b\u3089 2.6 \u3078\u3068\u66f4\u65b0\u3059\u308c\u3070\u3053\u306e\u554f\u984c\u306f\u89e3\u6d88\u3059\u308b\u3068\u306e\u3053\u3068\u3002Jupyter notebook \u306e 4.2 \u4ee5\u964d\u3067\u306fMathJax\u306e 2.6 \u304c\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u4fee\u6b63\u3055\u308c\u3066\u3044\u308b\u3089\u3057\u3044\u306e\u3067\u3001Jupyter notebook \u3092\u66f4\u65b0\u3059\u308c\u3070\u89e3\u6d88\u3057\u305d\u3046\u3067\u3059\u306d\uff01<\/p>\n<h2>\u307e\u3060 Jupyter notebook \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u306a\u3044\u4eba<\/h2>\n<p>\u307e\u305a\u306f Jupyter notebook \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u3087\u3046\uff01 \u3053\u306e\u8fba\u308a\u306e\u8a18\u4e8b \u3092\u53c2\u8003\u306b\u3059\u308c\u3070\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u624b\u5143\u306e MacBook Pro Retina 2015 15inch (OSX 10.10.5) \u306e\u74b0\u5883\u3067\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u624b\u9806\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Homebrew\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/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\">Homebrew\u306e\u66f4\u65b0 $ brew update<\/ul>\n<\/li>\n<\/ul>\n<p>\u8907\u6570\u30d0\u30fc\u30b8\u30e7\u30f3\u306ePython\u306e\u5207\u308a\u66ff\u3048\u3092\u884c\u3063\u3066\u304f\u308c\u308bpyenv\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb $ brew install pyenv<\/p>\n<p>pyenv\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001\u516c\u5f0f\u30b5\u30a4\u30c8 \u306e\u6307\u793a\u306b\u5f93\u3044\u3001~\/.bash_profile \u3084 ~\/.bashrc\u3001~\/.zshrc \u306b\u5bfe\u3057\u3066\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8a2d\u5b9a\u3092\u8ffd\u8a18\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">echo<\/span> <span class=\"s1\">'export PYENV_ROOT=\"$HOME\/.pyenv\"'<\/span> <span class=\"o\">&gt;&gt;<\/span> ~\/.bash_profile\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">echo<\/span> <span class=\"s1\">'export PATH=\"$PYENV_ROOT\/bin:$PATH\"'<\/span> <span class=\"o\">&gt;&gt;<\/span> ~\/.bash_profile\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">echo<\/span> <span class=\"s1\">'eval \"$(pyenv init -)\"'<\/span> <span class=\"o\">&gt;&gt;<\/span> ~\/.bash_profile\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u8a2d\u5b9a\u5f8c\u3001\u30b7\u30a7\u30eb\u3092\u518d\u8d77\u52d5\u3059\u308b\u3053\u3068\u3067pyenv\u304c\u6709\u52b9\u306b\u306a\u308a\u307e\u3059<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">pyenv\u3092\u4f7f\u3063\u3066Python\u3067\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u3059\u308b\u4e0a\u3067\u5fc5\u8981\u3068\u306a\u308b\u30d1\u30c3\u30b1\u30fc\u30b8 (Jupyter notebook \u542b\u3080) \u304c\u4e00\u901a\u308a\u63c3\u3063\u3066\u3044\u308b anaconda \u3068\u8a00\u308f\u308c\u308bPython\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u3087\u3046<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">$ pyenv install anaconda3-2.5.0<\/ul>\n<\/li>\n<\/ul>\n<p>$ pyenv global anaconda3-2.5.0<\/p>\n<p>\u3053\u3053\u307e\u3067\u3067\u57fa\u672c\u7684\u306a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4f5c\u696d\u306f\u7d42\u4e86\u3067\u3059\u3002\u30b7\u30a7\u30eb\u4e0a\u304b\u3089\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067 Jupyter notebook \u3092\u8d77\u52d5\u3067\u304d\u307e\u3059<\/p>\n<p>$ jupyter notebook<\/p>\n<h2>[\u5bc4\u308a\u90531] Jupyter notebook \u4e0a\u3067Vim\u306e\u30ad\u30fc\u30d0\u30a4\u30f3\u30c9\u3092\u6709\u52b9\u306b\u3057\u305f\u3044\u4eba<\/h2>\n<p>Jupyter notebook \u306f\u975e\u5e38\u306b\u4fbf\u5229\u306a\u306e\u3067\u3059\u304c\u3001(\u50d5\u306e\u3088\u3046\u306b) \u3044\u3064\u3082\u30a8\u30c7\u30a3\u30bf\u3092Vim\u30e2\u30fc\u30c9\u3067\u4f7f\u3063\u3066\u3044\u308b\u4eba\u306b\u3068\u3063\u3066\u306fVim\u306e\u30ad\u30fc\u30d0\u30a4\u30f3\u30c9\u304c\u4f7f\u3048\u306a\u3044\u306e\u306f\u975e\u5e38\u306b\u30b9\u30c8\u30ec\u30b9\u30d5\u30eb\u3067\u3059\u3002<br \/>\n\u5e78\u3044\u3001\u540c\u3058\u3088\u3046\u306a\u4e8b\u3092\u8003\u3048\u3066\u304a\u3089\u308c\u305f\u5148\u4eba\u304c Jupyter notebook \u4e0a\u3067Vim\u306e\u30ad\u30fc\u30d0\u30a4\u30f3\u30c9\u3092\u6709\u52b9\u306b\u3067\u304d\u308b\u3088\u3046\u306a\u62e1\u5f35\u6a5f\u80fd\u3092\u4f5c\u6210\u3057\u3066\u304a\u3089\u308c\u307e\u3059\uff01\u611f\u8b1d\uff01\uff01<\/p>\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8 \u3092\u898b\u308c\u3070\u8a73\u7d30\u306a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u304c\u3001\u624b\u5143\u306eMac\u74b0\u5883\u3067\u306f\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># Create required directory in case (optional)<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> <span class=\"si\">$(<\/span>jupyter <span class=\"nt\">--data-dir<\/span><span class=\"si\">)<\/span>\/nbextensions\r\n<span class=\"c\"># Clone the repository<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cd<\/span> <span class=\"si\">$(<\/span>jupyter <span class=\"nt\">--data-dir<\/span><span class=\"si\">)<\/span>\/nbextensions\r\n<span class=\"nv\">$ <\/span>git clone https:\/\/github.com\/lambdalisue\/jupyter-vim-binding vim_binding\r\n<span class=\"c\"># Activate the extension<\/span>\r\n<span class=\"nv\">$ <\/span>jupyter nbextension <span class=\"nb\">enable <\/span>vim_binding\/vim_binding\r\n<\/code><\/pre>\n<p>\u3053\u306e\u4f5c\u696d\u5f8c\u3001$ jupyter notebook \u3092\u5b9f\u884c\u3059\u308b\u3068Vim\u306e\u30ad\u30fc\u30d0\u30a4\u30f3\u30c9\u304c\u6709\u52b9\u306b\u306a\u3063\u305f\u72b6\u614b\u3067 Jupyter notebook \u304c\u8d77\u52d5\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>[\u5bc4\u308a\u90532] Jupyter notebook \u4e0a\u3067R\u306a\u3069\u306ePython\u4ee5\u5916\u306e\u30ab\u30fc\u30cd\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u4eba<\/h2>\n<p>Jupyter notebook \u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f Python \u3057\u304b\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u30ab\u30fc\u30cd\u30eb\u3068\u547c\u3070\u308c\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067Python\u4ee5\u5916\u306e\u8a00\u8a9e\u306b\u3082\u5bfe\u5fdc\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u73fe\u5728\u5229\u7528\u3067\u304d\u308b\u30ab\u30fc\u30cd\u30eb\u306e\u4e00\u89a7\u306f \u3053\u3053 \u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u306d\u3002R\u3084Ruby\u3001Octave\u3001Haskell\u3001Processing\u306a\u3069\u304c\u4f7f\u3048\u308b\u307f\u305f\u3044\u3067\u3059\u306d\uff01<\/p>\n<p>\u8a66\u3057\u306bR\u7528\u306e\u30ab\u30fc\u30cd\u30eb (IRKernel) \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3067\u3001Jupyter notebook \u4e0a\u304b\u3089R\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002(IRKernel\u306e\u516c\u5f0f\u30b5\u30a4\u30c8)<\/p>\n<p>\u624b\u5143\u306eMac\u74b0\u5883\u3067\u306f\u4ee5\u4e0b\u306e\u624b\u9806\u3067IRKernel\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n(\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3082\u53c2\u8003\u306b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002)<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Homebrew\u3092\u4f7f\u3063\u3066R\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb $ brew install r<\/ul>\n<\/li>\n<\/ul>\n<p>\u30b7\u30a7\u30eb\u4e0a\u304b\u3089R\u3092\u5b9f\u884c\u3059\u308b $ R<\/p>\n<p>R\u304c\u5b9f\u884c\u3055\u308c\u308b\u3068\u3001R\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u308b<br \/>\nR\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\u4e0a\u3067\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u9806\u306b\u5b9f\u884c\u3059\u308b<\/p>\n<p>install.packages(c(&#8216;repr&#8217;, &#8216;IRdisplay&#8217;, &#8216;pbdZMQ&#8217;, &#8216;devtools&#8217;))<\/p>\n<p>devtools::install_github(&#8216;IRkernel\/IRkernel&#8217;)<\/p>\n<p>IRkernel::installspec()<\/p>\n<p>[InstallKernelSpec] Installed kernelspec ir in \/Users\/USER_NAME\/Library\/Jupyter\/kernels\/ir \u306e\u3088\u3046\u306a\u8868\u793a\u304c\u6700\u5f8c\u306b\u51fa\u308c\u3070OK<\/p>\n<p>\u9014\u4e2d\u3067\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u3068\u304d\u306b\u306f (R\u30b3\u30f3\u30bd\u30fc\u30eb\u4e0a\u3067\u306f\u306a\u304f) \u30b7\u30a7\u30eb\u4e0a\u3067 \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u304c\u5fc5\u8981\u304b\u3082 (Homebrew\u304b\u3089R\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3053\u3068\u306b\u8d77\u56e0\uff1f)<\/p>\n<p>$ mkdir -p \/usr\/local\/Library\/ENV\/4.3\/<\/p>\n<p>$ which sed<\/p>\n<p>\/usr\/bin\/sed<\/p>\n<p>$ ln -s \/usr\/bin\/sed \/usr\/local\/Library\/ENV\/4.3\/sed<\/p>\n<p>\u4ee5\u4e0a\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002$ jupyter notebook \u3092\u5b9f\u884c\u3057\u3066\u65b0\u305f\u306bNotebook\u3092\u4f5c\u6210\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u9078\u629e\u3067\u304d\u308b\u30ab\u30fc\u30cd\u30eb\u304c\u5897\u3048\u3066\u3044\u308b\u306e\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001R\u3067\u306f\u5909\u6570\u540d\u306b\u65e5\u672c\u8a9e\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u65e5\u672c\u8a9e\u306e\u5909\u6570\u3092\u305d\u306e\u307e\u307e hist() \u3084 plot() \u306a\u3069\u306e\u30b0\u30e9\u30d5\u8868\u793a\u7528\u95a2\u6570\u306e\u5f15\u6570\u3068\u3057\u3066\u6e21\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u969b\u3001\u30b0\u30e9\u30d5\u306e\u7e26\u8ef8\u3084\u6a2a\u8ef8\u306e\u30e9\u30d9\u30eb\u540d\u3068\u3057\u3066\u5909\u6570\u540d\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u304c\u3001\u5909\u6570\u540d\u306b\u65e5\u672c\u8a9e\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3068\u3046\u307e\u304f\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3067\u304d\u306a\u3044\u3088\u3046\u3067\u3059\u3002<\/p>\n<p>\u3053\u3053\u306e\u8a18\u4e8b\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u65b9\u6cd5\u3092\u4f7f\u3046\u3068\u3001\u5909\u6570\u540d\u304c\u65e5\u672c\u8a9e\u3067\u3082\u554f\u984c\u306a\u304f\u30b0\u30e9\u30d5\u8868\u793a\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<h2>Jupyter notebook \u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067MathJax\u306e\u6570\u5f0f\u8868\u793a\u30d0\u30b0\u3092\u4fee\u6b63\u3059\u308b<\/h2>\n<p>Jupyter notebook \u306e\u66f4\u65b0\u3092\u884c\u3046\u3053\u3068\u3067Chrome\u306e\u6570\u5f0f\u8868\u793a\u30d0\u30b0\u3092\u4fee\u6b63\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u624b\u5143\u306eMac\u74b0\u5883\u3067\u306fpyenv\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001anaconda3-2.5.0\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul class=\"post-ul\">$ pyenv version<\/ul>\n<pre class=\"post-pre\"><code>anaconda3-2.5.0 (set by \/Users\/USER_NAME\/.pyenv\/version)\r\n<\/code><\/pre>\n<p>\u3067\u306f\u3001Jupyter notebook \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046<\/p>\n<ul class=\"post-ul\">$ pip list<\/ul>\n<pre class=\"post-pre\"><code>...\r\nnotebook (4.1.0)\r\n...\r\n<\/code><\/pre>\n<p>\u78ba\u304b\u306b 4.2 \u3088\u308a\u3082\u53e4\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u306d\u3002<br \/>\n\u3067\u306f\u3001Jupyter notebook \u3092\u66f4\u65b0\u3057\u307e\u3057\u3087\u3046\u3002\u305d\u306e\u524d\u306b\u3001\u3069\u3046\u3084\u3089 anaconda \u7531\u6765\u306e setuptools \u3092\u66f4\u65b0\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002(\u53c2\u8003)<\/p>\n<ul class=\"post-ul\">$ conda update setuptools<\/ul>\n<p>setuptools \u306e\u66f4\u65b0\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001Jupyter notebook \u3092\u66f4\u65b0\u3057\u307e\u3057\u3087\u3046 (pip \u306f -U \u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f4\u65b0\u304c\u3067\u304d\u308b)<\/p>\n<ul class=\"post-ul\">$ pip install notebook -U<\/ul>\n<p>\u66f4\u65b0\u304c\u7121\u4e8b\u5b8c\u4e86\u3057\u305f\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul class=\"post-ul\">$ pip list<\/ul>\n<pre class=\"post-pre\"><code>...\r\nnotebook (4.2.2)\r\n...\r\n<\/code><\/pre>\n<p>\u66f4\u65b0\u3067\u304d\u3066\u3044\u307e\u3059\u306d\uff014.2 \u3088\u308a\u3082\u65b0\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u5ff5\u306e\u305f\u3081\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">$ jupyter notebook &#8211;version<\/ul>\n<\/li>\n<\/ul>\n<p>4.2.2<\/p>\n<p>\u5927\u4e08\u592b\u305d\u3046\u3067\u3059\u306d\u3002\u3067\u306f Jupyter notebook \u3092\u8d77\u52d5\u3057\u3066\u307f\u3066&#8230;<\/p>\n<ul class=\"post-ul\">$ jupyter notebook<\/ul>\n<p>\u6570\u5f0f\u3092\u8868\u793a\u3057\u3066\u307f\u308b\u3068&#8230;<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d624337434c4406cff7a3\/50-0.png\" alt=\"\u6570\u5f0f\u306e\u8868\u793a\u304c\u76f4\u3063\u305f\" \/><\/div>\n<p>\u76f4\u308a\u307e\u3057\u305f\u306d\uff01\u3053\u308c\u3067\u6c17\u517c\u306d\u306a\u304f\u6570\u5f0f\u304c\u66f8\u3051\u307e\u3059\u306d\uff01<\/p>\n<p>\u4ee5\u4e0a\u3068\u306a\u308a\u307e\u3059\u3002\u9577\u6587\u3092\u8aad\u3093\u3067\u9802\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>TL;DR Jupyter notebook \u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u8aad\u307f\u8fbc\u307e\u308c\u308bMathJax.js\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45990","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\/45990-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"TL;DR Jupyter notebook \u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u8aad\u307f\u8fbc\u307e\u308c\u308bMathJax.js\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45990-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-08T18:36:03+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-28T15:38:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d624337434c4406cff7a3\/5-0.png\" \/>\n<meta name=\"author\" content=\"\u96c5, \u609f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u96c5, \u609f\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \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\/45990-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/45990-2\/\",\"name\":\"- Blog - Silicon 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Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/45990-2\/","og_locale":"zh_CN","og_type":"article","og_description":"TL;DR Jupyter notebook \u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u8aad\u307f\u8fbc\u307e\u308c\u308bMathJax.js\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092 [&hellip;]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/45990-2\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-11-08T18:36:03+00:00","article_modified_time":"2024-04-28T15:38:36+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d624337434c4406cff7a3\/5-0.png"}],"author":"\u96c5, \u609f","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u96c5, \u609f","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 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