{"id":45781,"date":"2023-03-03T07:23:20","date_gmt":"2023-05-12T23:30:52","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45781-2\/"},"modified":"2024-04-29T17:11:34","modified_gmt":"2024-04-29T09:11:34","slug":"45781-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45781-2\/","title":{"rendered":""},"content":{"rendered":"<h2>\u554f\u984c<\/h2>\n<p>\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u30ea\u30e2\u30fc\u30c8\u3067\u5165\u308a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u3059\u308b\u3068\u304d\uff0c\u300c\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u7acb\u3061\u4e0a\u3052\uff0cssh\u3067\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u5165\u308aEmacs\u3084Vim\u3067\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u66f8\u304d\uff0c\u5b9f\u884c\u3059\u308b\u300d\uff0c\u3068\u3044\u3046\u624b\u9806\u3092\u3068\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u5b66\u751f\u306a\u3069\u306e\u521d\u5b66\u8005\u306f\u30bf\u30fc\u30df\u30ca\u30eb\u4e0a\u3067\u4f5c\u696d\u3059\u308b\u3053\u3068\u81ea\u4f53\u304c\u96e3\u3057\u3044\u3067\u3059\uff0eGoogle Colabolatory\u306e\u3088\u3046\u306b\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3057\u305f\u307b\u3046\u304c\u5f7c\u3089\u306b\u306f\u99b4\u67d3\u307f\u3084\u3059\u3044\u3067\u3057\u3087\u3046\uff0e\u305d\u3053\u3067\uff0cGoogle Colabolatory\u306e\u3088\u3046\u306a\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308bJupyterLab\u3092\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u5c0e\u5165\u3057\u307e\u3059\uff0e<\/p>\n<h2>\u65b9\u6cd5<\/h2>\n<h3>JupyterLab\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>\u307e\u305aJupyterLab\u3092\u52d5\u304b\u3059Linux\u30de\u30b7\u30f3\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\uff0e\u6b21\u306b\uff0cvenv\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\uff0c\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>sudo apt install python3-venv\r\n<\/code><\/pre>\n<p>\u6b21\u306b\uff0c\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u308a\u307e\u3059\uff0e\u3053\u3053\u3067\u306f\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306bjupyter\u3068\u3044\u3046\u540d\u524d\u3067\u4f5c\u6210\u3057\u307e\u3059\uff0e\u305d\u3057\u3066\uff0cjupyter\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>mkdir ~\/jupyter\r\ncd jupyter\r\n<\/code><\/pre>\n<p>\u305f\u3060\u3057\uff0cjupyter\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3067jupyter\u3092\u8d77\u52d5\u3059\u308b\u3068\u4e0a\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059\uff08\u521d\u671f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304cjupyter\u306b\u306a\u308a\uff0c\u305d\u306e\u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u898b\u3048\u307e\u305b\u3093\uff0e\u5b9f\u884c\u30b3\u30de\u30f3\u30c9\u3084\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u5909\u3048\u308c\u3070\u56de\u907f\u3067\u304d\u307e\u3059\uff0e\uff09\uff0e\u9762\u5012\u306a\u3089\u4e0a\u8a18\u306e\uff12\u3064\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u305b\u305a\uff0c\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3067\u4f5c\u696d\u3057\u305f\u307b\u3046\u304c\u826f\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\uff0e<br \/>\n\u3064\u304e\u306b\uff0cvirtualenv\u3067JupyterLab\u7528\u306e\u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u308a\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>python3 -m venv jupyter\r\n<\/code><\/pre>\n<p>\u4f5c\u3063\u305fJupyterLab\u7528\u306e\u4eee\u60f3\u74b0\u5883\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>source jupyter\/bin\/activate\r\n<\/code><\/pre>\n<p>\u4eee\u60f3\u74b0\u5883\u3092\u8d77\u52d5\u3057\u305f\u72b6\u614b\u3067pip\u3067JupyterLab\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u524d\u306b\u4eee\u60f3\u74b0\u5883\u540d\uff08\u3053\u3053\u3067\u306fjupyter\uff09\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308c\u3070\uff0c\u4eee\u60f3\u74b0\u5883\u304c\u8d77\u52d5\u3055\u308c\u3066\u3044\u307e\u3059\uff0e\u3053\u3053\u3067\u6a5f\u68b0\u5b66\u7fd2\u7528\u306a\u306e\u3067\uff0c\u305d\u308c\u306b\u95a2\u9023\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0e\u5fc5\u8981\u306b\u5fdc\u3058\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5909\u3048\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>python3 -m pip install jupyterlab\r\npython3 -m pip install numpy scipy matplotlib networkx scikit-learn\r\npython3 -m pip install torch torchvision torchaudio\r\n<\/code><\/pre>\n<p>\u3053\u3053\u3067\u9593\u9055\u3063\u3066jupyterlab\u3092jupyter\u306b\u3057\u306a\u3044\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\uff0ejupyterlab\u306fjupyter\u306e\u5f8c\u7d99\u3067\u3059\u306e\u3067\uff0c\u65b0\u3057\u3044\u65b9\u3092\u4f7f\u3063\u305f\u307b\u3046\u304c\u826f\u3044\u3067\u3059\uff0ejupyter\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3082\u305d\u308c\u306a\u308a\u306b\u4f7f\u3048\u3066\u3057\u307e\u3046\u306e\u3067\u9593\u9055\u3044\u306b\u6c17\u4ed8\u304d\u306b\u304f\u3044\u3067\u3059\uff0e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6642\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\uff0e<br \/>\n\u4ee5\u4e0a\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u5b8c\u4e86\u3067\u3067\u3059\uff0e<\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u6e08\u3093\u3060\u306e\u3067\uff0c\u4eee\u60f3\u74b0\u5883\u3092\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u7d42\u4e86\u3055\u305b\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>deactivate\r\n<\/code><\/pre>\n<p>\u6700\u5f8c\u306b\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u30ed\u30b0\u30a2\u30a6\u30c8\u3057\u307e\u3057\u3087\u3046\uff0e<\/p>\n<pre class=\"post-pre\"><code>exit\r\n<\/code><\/pre>\n<h3>\u30d6\u30e9\u30a6\u30b6\u3067JupyterLab\u3092\u4f7f\u3046\uff0e<\/h3>\n<p>\u307e\u305a\u30d6\u30e9\u30a6\u30b6\u304b\u3089JupyterLab\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\uff0e<\/p>\n<p>\u307e\u305a\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u7acb\u3061\u4e0a\u3052\uff0c\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3061\uff0cssh\u3092\u4f7f\u3044\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>ssh -L 8888:localhost:8888 \u63a5\u7d9a\u5148\r\n<\/code><\/pre>\n<p>\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\uff0cssh\u3067\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u5165\u3063\u305f\u307e\u307e\u306b\u306a\u3063\u3066\u3044\u307e\u3059\uff0e\u6b21\u306bJupyterLab\u7528\u306e\u4eee\u60f3\u74b0\u5883\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067JupyterLab\u306e\u4eee\u60f3\u74b0\u5883\u304c\u3042\u308b\u5834\u6240\u306b\u79fb\u52d5\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>cd jupyter\r\n<\/code><\/pre>\n<p>\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u4eee\u60f3\u74b0\u5883\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>source jupyter\/bin\/activate\r\n<\/code><\/pre>\n<p>\u4eee\u60f3\u74b0\u5883\u304c\u8d77\u52d5\u3057\u305f\u3089JupyterLab\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>jupyter lab\r\n<\/code><\/pre>\n<p>JupyterLab\u3092\u8d77\u52d5\u3057\u305f\u3068\u304d\u306bURL\uff08localhost:8888\/lab?token=&#8230;\uff09\u304c\u8868\u793a\u3055\u308c\u307e\u3059\uff0e\u3053\u308c\u3092\u30d6\u30e9\u30a6\u30b6\u306b\u8cbc\u308a\u4ed8\u3051\u308c\u3070\uff0cJupyterLab\u306e\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u51fa\u6765\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff08\u3082\u3057\u304b\u3057\u305f\u3089URL\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3060\u3051\u3067\u30d6\u30e9\u30a6\u30b6\u304c\u958b\u304f\u304b\u3082\u3057\u308c\u307e\u305b\u3093\uff09\uff0e<\/p>\n<p>JupyterLab\u3092\u7d42\u4e86\u3059\u308b\u3068\u304d\u306f\uff0cJupyterLab\u3092\u8d77\u52d5\u3057\u3066\u3044\u308b\u30bf\u30fc\u30df\u30ca\u30eb\u306e\u753b\u9762\u3067Ctrl+C\u3092\u62bc\u3057\u307e\u3059\uff0e\u305d\u3046\u3059\u308b\u3068\u7d42\u4e86\u3059\u308b\u304b\u3068\u805e\u304b\u308c\u308b\u306e\u3067y\u3092\u62bc\u3057\u307e\u3059\uff0e<br \/>\n\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067vertualenv\u3092\u7d42\u4e86\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>deactivate\r\n<\/code><\/pre>\n<p>\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u30ed\u30b0\u30a2\u30a6\u30c8\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>exit\r\n<\/code><\/pre>\n<p>\u3053\u306e\u65b9\u6cd5\u306f\u624b\u9806\u304c\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3057ssh\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u52d5\u304f\u9650\u308a\u74b0\u5883\u306b\u4f9d\u5b58\u3057\u307e\u305b\u3093\u306e\u3067\uff0c\u7814\u7a76\u5ba4\u306a\u3069\u3067\u4f7f\u3048\u308b\u3068\u601d\u3044\u307e\u3059\uff0e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304cWindows\u3067\u3082\u554f\u984c\u3042\u308a\u307e\u305b\u3093\uff0e<\/p>\n<h3>Visual Sutudio Code\u3067Jupyter\u3092\u4f7f\u3046\uff0e<\/h3>\n<p>Visual Studio Code\u3067Jupyter\u3092\u4f7f\u3063\u305f\u307b\u3046\u304c\u8272\u3005\u4fbf\u5229\u3067\u3059\uff0e\u30bf\u30fc\u30df\u30ca\u30eb\u306e\u64cd\u4f5c\u3082\u3044\u308a\u307e\u305b\u3093\u3057\uff0c\u88dc\u5b8c\u306a\u3069Visual Studio Code\u306e\u6a5f\u80fd\u3082\u4f7f\u3048\u307e\u3059\uff0e\u305f\u3060\u3057\uff0c\u74b0\u5883\u306b\u3088\u3063\u3066\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u4f7f\u3048\u307e\u305b\u3093\uff08\u5b66\u751f\u306eWindows\u30de\u30b7\u30f3\u3067\u306f\u52d5\u304d\u307e\u305b\u3093\u3067\u3057\u305f\uff09\uff0e<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Visual Studio Code\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0e<\/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\">Visual Studio Code\u306bRemote SSH\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0e<\/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\">.ssh\/config\u306b\u30b5\u30fc\u30d0\u60c5\u5831\u3092\u8a18\u8ff0\u3057\u307e\u3059\uff0e<\/ul>\n<\/li>\n<\/ul>\n<p>Windows\u3067\u306fC:\\User\\\u30e6\u30fc\u30b6\u540d\uff0cMac\u3068Linux\u3067\u306f\/home\/\u30e6\u30fc\u30b6\u540d\u306e\u4e2d\u306b\u4f5c\u308b\uff0e<\/p>\n<p>Visual Studio Code\u3067\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u4e0a\u306ejupyter\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u958b\u304d\u307e\u3059\uff0eVisual Studio Codo\u3067\u306essh\u306e\u4f7f\u3044\u65b9\u306f\u4ed6\u306e\u30b5\u30a4\u30c8\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u30b3\u30fc\u30c9\uff08\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\uff09\u3092\u958b\u304d\u307e\u3059\uff0e<br \/>\n\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u5b9f\u884c\u3059\u308b\u3068\u304d\u306b\u3069\u306e\u74b0\u5883\u3067\u52d5\u304b\u3059\u304b\u805e\u3044\u3066\u304f\u308b\u306e\u3067\uff0cvirtualenv\u306ejupyter\u3092\u9078\u3079\u3070\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u52d5\u304d\u307e\u3059\uff0e<\/p>\n<h2>\u53e4\u3044\u3084\u308a\u65b9<\/h2>\n<p>Debian11\u306e\u3084\u308a\u65b9\u3092\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\uff0e<\/p>\n<h3>JupyterLab\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>\u74b0\u5883\u3092\u6c5a\u3055\u306a\u3044\u305f\u3081\uff0cvirtualenv\u3067\u4eee\u60f3\u306ePython\u74b0\u5883\u3067JupyterLab\u3092\u52d5\u304b\u3057\u307e\u3059\uff0e\u305d\u306e\u305f\u3081\u306b\uff0c\u307e\u305avirtualenv\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>sudo pip install virtualenv\r\n<\/code><\/pre>\n<p>pip\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u306f\uff0c\u4e8b\u524d\u306bpip\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u3087\u3046\uff0e<br \/>\n\u6b21\u306b\uff0c\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u308a\u307e\u3059\uff0e\u3053\u3053\u3067\u306f\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306bjupyter\u3068\u3044\u3046\u540d\u524d\u3067\u4f5c\u6210\u3057\u307e\u3059\uff0e\u305d\u3057\u3066\uff0cjupyter\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>mkdir ~\/jupyter\r\ncd jupyter\r\n<\/code><\/pre>\n<p>\u305f\u3060\u3057\uff0cjupyter\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3067jupyter\u3092\u8d77\u52d5\u3059\u308b\u3068\u4e0a\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059\uff08\u521d\u671f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304cjupyter\u306b\u306a\u308a\uff0c\u305d\u306e\u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u898b\u3048\u307e\u305b\u3093\uff0e\u5b9f\u884c\u30b3\u30de\u30f3\u30c9\u3084\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u5909\u3048\u308c\u3070\u56de\u907f\u3067\u304d\u307e\u3059\uff0e\uff09\uff0e\u9762\u5012\u306a\u3089\u4e0a\u8a18\u306e\uff12\u3064\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u305b\u305a\uff0c\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3067\u4f5c\u696d\u3057\u305f\u307b\u3046\u304c\u826f\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\uff0e<br \/>\n\u6b21\u306b\uff0cvirtualenv\u3067JupyterLab\u7528\u306e\u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u308a\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>virtualenv jupyter\r\n<\/code><\/pre>\n<p>\u4f5c\u3063\u305fJupyterLab\u7528\u306e\u4eee\u60f3\u74b0\u5883\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>source jupyter\/bin\/activate\r\n<\/code><\/pre>\n<p>\u4eee\u60f3\u74b0\u5883\u3092\u8d77\u52d5\u3057\u305f\u72b6\u614b\u3067pip\u3067JupyterLab\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u524d\u306b\u4eee\u60f3\u74b0\u5883\u540d\uff08\u3053\u3053\u3067\u306fjupyter\uff09\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308c\u3070\uff0c\u4eee\u60f3\u74b0\u5883\u304c\u8d77\u52d5\u3055\u308c\u3066\u3044\u307e\u3059\uff0e\u3053\u3053\u3067\u6a5f\u68b0\u5b66\u7fd2\u7528\u306a\u306e\u3067\uff0c\u305d\u308c\u306b\u95a2\u9023\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0e\u5fc5\u8981\u306b\u5fdc\u3058\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5909\u3048\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>pip install jupyterlab\r\npip install numpy scipy matplotlib networkx scikit-learn\r\npip install torch torchvision torchaudio\r\n<\/code><\/pre>\n<p>\u3053\u3053\u3067\u9593\u9055\u3063\u3066jupyterlab\u3092jupyter\u306b\u3057\u306a\u3044\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\uff0ejupyterlab\u306fjupyter\u306e\u5f8c\u7d99\u3067\u3059\u306e\u3067\uff0c\u65b0\u3057\u3044\u65b9\u3092\u4f7f\u3063\u305f\u307b\u3046\u304c\u826f\u3044\u3067\u3059\uff0ejupyter\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3082\u305d\u308c\u306a\u308a\u306b\u4f7f\u3048\u3066\u3057\u307e\u3046\u306e\u3067\u9593\u9055\u3044\u306b\u6c17\u4ed8\u304d\u306b\u304f\u3044\u3067\u3059\uff0e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6642\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\uff0e<br \/>\n\u4ee5\u4e0a\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u5b8c\u4e86\u3067\u3067\u3059\uff0e<\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u6e08\u3093\u3060\u306e\u3067\uff0c\u4eee\u60f3\u74b0\u5883\u3092\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u7d42\u4e86\u3055\u305b\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>deactivate\r\n<\/code><\/pre>\n<p>\u6700\u5f8c\u306b\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u30ed\u30b0\u30a2\u30a6\u30c8\u3057\u307e\u3057\u3087\u3046\uff0e<\/p>\n<pre class=\"post-pre\"><code>exit\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u554f\u984c \u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u30ea\u30e2\u30fc\u30c8\u3067\u5165\u308a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u3059\u308b\u3068\u304d\uff0c\u300c\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u7acb\u3061\u4e0a\u3052\uff0cssh\u3067\u30ef\u30fc\u30af\u30b9\u30c6\u30fc [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45781","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is 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