{"id":46482,"date":"2023-02-10T14:33:29","date_gmt":"2022-12-07T11:32:19","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46482-2\/"},"modified":"2024-04-29T14:00:45","modified_gmt":"2024-04-29T06:00:45","slug":"46482-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46482-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u6700\u521d\u306b<\/h1>\n<p>\u672c\u65e5\u306f\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046\u4e0a\u3067\u5fc5\u8981\u3068\u306a\u308b\u30c4\u30fc\u30eb\uff08 Jupyter Notebook \uff09\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u3053\u3061\u3089\u306e\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u306b\u6163\u308c\u3066\u304a\u304f\u3053\u3068\u304c\uff08\u305d\u306e\u4ed6\u4f7f\u3044\u3084\u3059\u3044\u3082\u306e\u304c\u3042\u308c\u3070\u305d\u3061\u3089\u3067\u69cb\u3044\u307e\u305b\u3093\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u306f\u3058\u3081\u308b\u306b\u3042\u305f\u3063\u3066\u306e\u5c0e\u5165\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3053\u306e\u671f\u306b\u5b66\u3093\u3067\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h1>Jupyter notebook\u3068\u306f<\/h1>\n<p>jupyter notebook\u3068\u306f\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u5b9f\u884c\u3057\u3001\u5b9f\u884c\u7d50\u679c\u3092\u8a18\u9332\u3057\u306a\u304c\u3089\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u9032\u3081\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306e\u73fe\u5834\u3084\u3001\u7814\u7a76\u6a5f\u95a2\u306a\u3069\u3067\u3082\u983b\u7e41\u306b\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4e3b\u8981\u306aPython\u306e\u958b\u767a\u74b0\u5883\u3068\u3057\u3066IDE\uff08\u7dcf\u5408\u958b\u767a\u74b0\u5883\uff09\u3084\u30a8\u30c7\u30a3\u30bf\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7528\u9014\u3067\u7528\u3044\u3089\u308c\u308b\u4e3b\u8981\u306aIDE\u3068\u3057\u3066\u300cPyCharm\u300d\u3084\u300cRodeo\u300d\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u304c\u3001IDE\u3068\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u306f\u305d\u308c\u305e\u308c\u5411\u304d\u3001\u4e0d\u5411\u304d\u304c\u3042\u308a\u307e\u3059\u3002\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u578b\u306e\u5229\u70b9\u3068\u3057\u3066\u3001\u500b\u5225\u306e\u30a2\u30c9\u30db\u30c3\u30af\u578b\u5206\u6790\uff08\u5e02\u5834\u8abf\u67fb\u3084\u30d3\u30c3\u30af\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u969b\u306b\u7528\u3044\u3089\u308c\u308b\u5206\u6790\u624b\u6cd5\uff09\u3084\u5b66\u7fd2\u76ee\u7684\u3067\u306e\u5229\u7528\u306e\u969b\u306b\u3001\u904e\u53bb\u306b\u8a66\u3057\u305f\u8a2d\u5b9a\u5024\u3084\u30ed\u30b8\u30c3\u30af\u3092\u632f\u308a\u8fd4\u3063\u3066\u78ba\u8a8d\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/ul>\n<h4>\u30a2\u30c9\u30db\u30c3\u30af\u578b\u5206\u6790\u306e\u7279\u5fb4<\/h4>\n<p>\u5b9a\u671f\u7684\u306b\u884c\u308f\u308c\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3084\u3001\u9805\u76ee\u3082\u5185\u5bb9\u3082\u6c7a\u307e\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3068\u9055\u3063\u3066\u3001\u305d\u306e\u90fd\u5ea6\u5358\u767a\u7684\u306b\u884c\u308f\u308c\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306b\u306f\u300c\u8abf\u67fb\u306e\u8a2d\u8a08\u3001\u5bfe\u8c61\u8005\u306e\u9078\u629e\u3001\u8abf\u67fb\u3001\u96c6\u8a08\u3001\u5206\u6790\u300d\u3068\u3044\u3063\u305f\u904e\u7a0b\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u305d\u308c\u3089\u4f55\u308c\u3082\u304c1\u56de\u7c21\u6f54\u3067\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<h2>Jupyter Notebook \u3092\u8d77\u52d5\u3059\u308b<\/h2>\n<pre class=\"post-pre\"><code>$ jupyter notebook\r\n<\/code><\/pre>\n<p>jupyter notebook\u306fAnaconda\u3092\u5229\u7528\u3057\u3066Python\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5834\u5408\u3001\u540c\u6642\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\nAnaconda\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u306a\u3044\u65b9\u306f\u3001\u4e0b\u8a18\u8a18\u4e8b\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3092\u307e\u3068\u3081\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3054\u53c2\u8003\u304f\u3060\u3055\u3044\u3002<br \/>\n\u74b0\u5883\u69cb\u7bc9\u306e\u771f\u9ac4(PATH\u306a\u3069\u306e\u6982\u5ff5)\u3092\u7406\u89e3\u3057\u3088\u3046[python\u7de8]<\/p>\n<h2>Jupyter Notebook \u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d652e37434c4406d06754\/11-0.png\" alt=\"Home.png\" \/><\/div>\n<p>Jupyter Notebook \u3092\u8d77\u52d5\u5f8c\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u305f\u3044\u30d5\u30a9\u30eb\u30c0\u968e\u5c64\u3067\u3001\u300cNew\u300d\u30dc\u30bf\u30f3 =&gt; \u300cPython3\u300d\u3092\u9078\u629e\u3057\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u30bb\u30eb\u3068\u547c\u3070\u308c\u308b\u30b9\u30da\u30fc\u30b9\u306bPython\u306e\u30b3\u30fc\u30c9\u3092\u5165\u529b\u3057\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d652e37434c4406d06754\/14-0.png\" alt=\"Untitled.png\" \/><\/div>\n<p>\u5b9f\u884c\u3001\u7de8\u96c6\u3001\u524a\u9664\u3001\u4fdd\u5b58\u306a\u3069\u306f\u983b\u7e41\u306b\u884c\u3046\u64cd\u4f5c\u3068\u306a\u308b\u305f\u3081\u3001\u3053\u3053\u3067\u62bc\u3055\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30bb\u30eb\u5185\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\uff1a Ctrl + Enter<\/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\">\u4e0b\u306b\u30bb\u30eb\u3092\u8ffd\u52a0\uff1a\u3000Shift + Enter<\/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\">\u30bb\u30eb\u3092\u518d\u5ea6\u7de8\u96c6\u53ef\u80fd\u306b\u3059\u308b\uff1a\u3000\u30bb\u30eb\u3092\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af<\/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\">\u30bb\u30eb\u306e\u524a\u9664\uff1a\u3000\u30bb\u30eb\u3092\u9078\u629e\u3001esc\u30ad\u30fc\u3001\u30ad\u30fc\u30dc\u30fc\u30c9\u306eD\u30922\u56de\u62bc\u3059<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Notebook\u306e\u4fdd\u5b58\uff1a\u3000command + s(\u53f3\u4e0a\u306bcheckpoint created\u3068\u8868\u793a\u3055\u308c\u308b)<\/ul>\n<p>\u6b21\u306b\u7c21\u5358\u306b\u3001Python\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u305f\u308a\u3001\u3001Markdown\u5f62\u5f0f\u3067\u8a18\u8ff0\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001Notebook\u306e\u4f7f\u3044\u65b9\u306b\u6163\u308c\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<br \/>\n\u6b21\u56de\u4ee5\u964d\u5404\u7a2e\u30e9\u30a4\u30d6\u30e9\u30ea\u306a\u3069\u306e\u4f7f\u3044\u65b9\u306a\u3069\u306b\u3064\u3044\u3066\u89e6\u308c\u3066\u3044\u304d\u307e\u3059\u306e\u3067\u3001\u4eca\u56de\u306f\u308f\u304b\u3089\u306a\u3044\u3068\u3053\u308d\u304c\u3042\u3063\u3066\u3082\u554f\u984c\u3054\u3056\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>Pandas \u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u51fa\u529b\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">pandas<\/span> <span class=\"k\">as<\/span> <span class=\"n\">pd<\/span>\r\n<span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">DataFrame<\/span><span class=\"p\">([[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"abc\"<\/span><span class=\"p\">],<\/span> <span class=\"p\">[<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"def\"<\/span><span class=\"p\">]],<\/span> <span class=\"n\">columns<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"s\">\"id\"<\/span><span class=\"p\">,<\/span> <span class=\"s\">\"name\"<\/span><span class=\"p\">))<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d652e37434c4406d06754\/20-0.png\" alt=\"Untitled.png\" \/><\/div>\n<p>Matplotlib \u3067\u51fa\u529b\u3057\u305f\u30b0\u30e9\u30d5\u3092\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u306b\u8868\u793a\u3055\u305b\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<br \/>\n\u5148\u982d\u306b\u3001%matplotlib inline\u3068\u3044\u3046\u884c\u3092\u8a18\u8f09\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"o\">%<\/span><span class=\"n\">matplotlib<\/span> <span class=\"n\">inline<\/span>\r\n\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib.pyplot<\/span> <span class=\"k\">as<\/span> <span class=\"n\">plt<\/span>\r\n\r\n<span class=\"n\">N<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">10<\/span>\r\n<span class=\"n\">x<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">N<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">y<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">N<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">y<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">show<\/span><span class=\"p\">()<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d652e37434c4406d06754\/23-0.png\" alt=\"Untitled.png\" \/><\/div>\n<p>\u5404\u7a2e\u30c6\u30ad\u30b9\u30c8\u3092 Markdown \u5f62\u5f0f\u3067\u30e1\u30e2\u3068\u3057\u3066\u6b8b\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code># \u898b\u51fa\u30571\r\n## \u898b\u51fa\u30572\r\n\r\n### \u7b87\u6761\u66f8\u304d\u306e\u4f8b\r\n------\r\n\r\n* \u7b87\u6761\u66f8\u304d1\r\n* \u7b87\u6761\u66f8\u304d2\r\n\r\n### \u7b49\u5e45\u30d5\u30a9\u30f3\u30c8\r\n------\r\n\u30b3\u30fc\u30c9 `code` \u3092\u7b49\u5e45\u3067\u8a18\u8f09\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\r\n\r\n### \u30ea\u30f3\u30af\r\n------\r\nhttps:\/\/qiita.com\/takuyanin\r\n[Takuyanin\u306eQiita](https:\/\/qiita.com\/takuyanin)\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d652e37434c4406d06754\/26-0.png\" alt=\"Untitled.png\" \/><\/div>\n<h3>Jupyter Notebook \u306e\u4fbf\u5229\u306a\u4f7f\u3044\u65b9<\/h3>\n<p>Jupyter Notebook \u306b\u306f\u3001\u305f\u304f\u3055\u3093\u306e\u4fbf\u5229\u306a\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u3046\u3061\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u6a5f\u80fd\u3068\u3044\u3046\u3082\u306e\u3092\u4eca\u56de\u306f\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u6a5f\u80fd<br \/>\njupyter \u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f.ipynb \u5f62\u5f0f\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u4ed6\u306e\u3000PC\u3000\u3067\u958b\u304f\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001Jupyter\u3000\u3092\u5229\u7528\u3057\u3066\u3044\u306a\u3044\u65b9\u306b\u306f PDF \u3084 HTML\u3000\u5f62\u5f0f\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3068\u3057\u3066\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001Python \u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u90e8\u5206\u306e\u307f\u3092\u5b9f\u884c\u53ef\u80fd\u306a .py \u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d652e37434c4406d06754\/30-0.png\" alt=\"Untitled.png\" 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