{"id":813,"date":"2024-05-30T16:40:00","date_gmt":"2024-05-30T07:40:00","guid":{"rendered":"https:\/\/chocottopro.com\/?p=813"},"modified":"2024-06-02T13:50:46","modified_gmt":"2024-06-02T04:50:46","slug":"%e3%80%90%e5%88%9d%e5%bf%83%e8%80%85%e3%81%8b%e3%82%89%e4%b8%8a%e7%b4%9a%e8%80%85%e3%81%be%e3%81%a7%e3%80%91matplotlib%e3%81%ae%e3%82%ab%e3%83%a9%e3%83%bc%e8%a8%ad%e5%ae%9a%e3%83%9e%e3%82%b9%e3%82%bf","status":"publish","type":"post","link":"https:\/\/chocottopro.com\/?p=813","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u304b\u3089\u4e0a\u7d1a\u8005\u307e\u3067\u3011Matplotlib\u306e\u30ab\u30e9\u30fc\u8a2d\u5b9a\u30de\u30b9\u30bf\u30fc\u30ac\u30a4\u30c9 10\u306e\u5b9f\u4f8b\u3068\u30c6\u30af\u30cb\u30c3\u30af"},"content":{"rendered":"\n<p>Matplotlib\u3092\u4f7f\u3063\u3066\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b\u969b\u3001\u9069\u5207\u306a\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u8272\u306e\u9078\u629e\u3084\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u52b9\u679c\u7684\u306b\u4f1d\u3048\u3001\u8aac\u5f97\u529b\u306e\u3042\u308b\u53ef\u8996\u5316\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u521d\u5fc3\u8005\u306b\u3068\u3063\u3066\u3001Matplotlib\u306e\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u3001\u4f55\u304b\u3089\u624b\u3092\u3064\u3051\u308c\u3070\u3088\u3044\u306e\u304b\u8ff7\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u3042\u308b\u3067\u3057\u3087\u3046\u3002\u305d\u3053\u3067\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Matplotlib\u306e\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306b\u95a2\u3059\u308b\u57fa\u672c\u7684\u306a\u6982\u5ff5\u304b\u3089\u5fdc\u7528\u7684\u306a\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u3092\u3001\u5b9f\u4f8b\u3084\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u4ea4\u3048\u306a\u304c\u3089\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u3010\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3060\u3089\u308f\u304b\u308b\u3053\u3068\u3011<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>Matplotlib\u3067\u306e\u8272\u306e\u6307\u5b9a\u65b9\u6cd5\uff08\u8272\u540d\u300116\u9032\u6570\u306e\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3001RGB\u30bf\u30d7\u30eb\u306a\u3069\uff09 <\/li>\n\n\n\n<li>\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30ab\u30e9\u30fc\u30b5\u30a4\u30af\u30eb\u306e\u5909\u66f4\u65b9\u6cd5 <\/li>\n\n\n\n<li>\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u9078\u629e\u3068\u9069\u7528\u65b9\u6cd5 <\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u8981\u7d20\uff08\u7dda\u3001\u30de\u30fc\u30ab\u30fc\u3001\u9762\u306a\u3069\uff09\u306e\u8272\u306e\u500b\u5225\u8a2d\u5b9a\u65b9\u6cd5 <\/li>\n\n\n\n<li>\u03b1\u30c1\u30e3\u30f3\u30cd\u30eb\u3092\u4f7f\u3063\u305f\u900f\u660e\u5ea6\u306e\u8abf\u6574\u3068\u91cd\u306d\u63cf\u304d\u306e\u30c6\u30af\u30cb\u30c3\u30af <\/li>\n\n\n\n<li>\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u65b9\u6cd5\uff08\u914d\u7f6e\u3001\u5927\u304d\u3055\u3001\u30e9\u30d9\u30eb\u3001\u30c6\u30a3\u30c3\u30af\u306a\u3069\uff09 <\/li>\n\n\n\n<li>\u52b9\u679c\u7684\u306a\u914d\u8272\u306e\u9078\u629e\u306b\u5f79\u7acb\u3064\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u57fa\u672c\u539f\u5247 <\/li>\n\n\n\n<li>\u3055\u3089\u306a\u308b\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u306b\u5411\u3051\u305f\u30d2\u30f3\u30c8\u3068\u30a2\u30c9\u30d0\u30a4\u30b9<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"toc\"><br \/>\n<b>Warning<\/b>:  Undefined array key \"is_admin\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>116<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_category_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>121<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>128<\/b><br \/>\n    <div id=\"toc_container\" class=\"sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">Matplotlib\u306e\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u57fa\u672c<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-1\">\u8272\u306e\u6307\u5b9a\u65b9\u6cd5<\/a>      <\/li>      <li>        <a href=\"#i-2\">\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30ab\u30e9\u30fc\u30b5\u30a4\u30af\u30eb<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-3\">\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u4f7f\u3044\u65b9<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-4\">\u30b0\u30e9\u30d5\u8981\u7d20\u306e\u8272\u3092\u5909\u66f4\u3059\u308b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-5\">\u7dda\u306e\u8272\u3092\u5909\u66f4<\/a>      <\/li>      <li>        <a href=\"#i-6\">\u30de\u30fc\u30ab\u30fc\u306e\u8272\u3092\u5909\u66f4<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-7\">\u9762\u306e\u8272\u3092\u5909\u66f4<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-8\">\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u64cd\u4f5c\u3059\u308b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-9\">\u7d44\u307f\u8fbc\u307f\u306e\u30ab\u30e9\u30fc\u30de\u30c3\u30d7<\/a>      <\/li>      <li>        <a href=\"#i-10\">\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u6b63\u898f\u5316\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-11\">\u30ab\u30b9\u30bf\u30e0\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-12\">\u03b1\u30c1\u30e3\u30f3\u30cd\u30eb\u3067\u900f\u660e\u5ea6\u3092\u8a2d\u5b9a\u3059\u308b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-13\">\u03b1\u3092\u6307\u5b9a\u3057\u3066\u900f\u660e\u5ea6\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-14\">\u900f\u660e\u5ea6\u3092\u4f7f\u3063\u305f\u91cd\u306d\u63cf\u304d\u306e\u30c6\u30af\u30cb\u30c3\u30af<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-15\">\u30ab\u30e9\u30fc\u30d0\u30fc\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-16\">\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u914d\u7f6e\u3084\u5927\u304d\u3055\u306e\u5909\u66f4<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-17\">\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u30e9\u30d9\u30eb\u3084\u30c6\u30a3\u30c3\u30af\u306e\u8a2d\u5b9a<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-18\">\u914d\u8272\u306e\u30c7\u30b6\u30a4\u30f3\u30c6\u30af\u30cb\u30c3\u30af<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-19\">\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u57fa\u672c\u539f\u5247<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-20\">\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306e\u6d3b\u7528<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-21\">\u307e\u3068\u3081\uff1a\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u52d8\u6240<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-22\">\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8\u306e\u632f\u308a\u8fd4\u308a<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-23\">\u3055\u3089\u306a\u308b\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u306b\u5411\u3051\u3066<\/a>      <\/li>    <\/ul>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">Matplotlib\u306e\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u57fa\u672c<\/h2>\n\n\n\n<p>Matplotlib\u306f\u3001\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059Python\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u30b0\u30e9\u30d5\u3084\u30d7\u30ed\u30c3\u30c8\u306e\u898b\u6804\u3048\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u8272\u306e\u8a2d\u5b9a\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u3053\u3053\u3067\u306f\u3001Matplotlib\u306e\u57fa\u672c\u7684\u306a\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">\u8272\u306e\u6307\u5b9a\u65b9\u6cd5<\/h3>\n\n\n\n<p>Matplotlib\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u65b9\u6cd5\u3067\u8272\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8272\u540d\uff1a\u2019red\u2019, \u2018blue\u2019, \u2018green\u2019\u306a\u3069\u306e\u8272\u540d\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>16\u9032\u6570\u306e\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\uff1a\u2019#FF0000\u2032, \u2018#0000FF\u2019\u306a\u3069\u306e16\u9032\u6570\u8868\u8a18\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>RGB\u5024\uff1a(1, 0, 0), (0, 1, 0)\u306a\u3069\u306eRGB\u5024\u306e\u30bf\u30d7\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8272\u306e\u6307\u5b9a\u306b\u306f\u3001\u2019color\u2019\u307e\u305f\u306f\u2019c\u2019\u3068\u3044\u3046\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u2019r\u2019, \u2018g\u2019, \u2018b\u2019\u306a\u3069\u306e1\u6587\u5b57\u306e\u7565\u8a18\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\n\nplt.plot([1, 2, 3], [2, 4, 6], color='red')  # \u8272\u540d\u3067\u6307\u5b9a\nplt.plot([1, 2, 3], [1, 3, 5], color='#0000FF')  # 16\u9032\u6570\u306e\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3067\u6307\u5b9a\nplt.plot([1, 2, 3], [3, 5, 7], color=(0, 0.8, 0))  # RGB\u5024\u3067\u6307\u5b9a\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.43.50-1024x893.png\" alt=\"\" class=\"wp-image-815\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.43.50-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.43.50-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.43.50-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.43.50-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.43.50.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30ab\u30e9\u30fc\u30b5\u30a4\u30af\u30eb<\/h3>\n\n\n\n<p>Matplotlib\u306b\u306f\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8272\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\uff08\u30ab\u30e9\u30fc\u30b5\u30a4\u30af\u30eb\uff09\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b0\u30e9\u30d5\u306b\u8272\u3092\u660e\u793a\u7684\u306b\u6307\u5b9a\u3057\u306a\u3044\u5834\u5408\u3001\u3053\u306e\u30ab\u30e9\u30fc\u30b5\u30a4\u30af\u30eb\u304b\u3089\u81ea\u52d5\u7684\u306b\u8272\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d0\u30fc\u30b8\u30e7\u30f32.0\u4ee5\u964d\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30b9\u30bf\u30a4\u30eb\u306f\u2019default\u2019\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u304a\u308a\u300110\u8272\u306e\u30ab\u30e9\u30fc\u30b5\u30a4\u30af\u30eb\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u7cfb\u5217\u3092\u7c21\u5358\u306b\u533a\u5225\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-3\">\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u4f7f\u3044\u65b9<\/h3>\n\n\n\n<p>\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306f\u3001\u30c7\u30fc\u30bf\u5024\u3092\u8272\u306e\u7bc4\u56f2\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002Matplotlib\u306b\u306f\u3001\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u591a\u6570\u306e\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\uff08\u2019viridis\u2019, \u2018jet\u2019, \u2018coolwarm\u2019\u306a\u3069\uff09\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306f\u3001\u4e3b\u306b2D\u30d7\u30ed\u30c3\u30c8\uff08\u6563\u5e03\u56f3\u3001\u7591\u4f3c\u30ab\u30e9\u30fc\u30d7\u30ed\u30c3\u30c8\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u306a\u3069\uff09\u3067\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.random.rand(100)\ny = np.random.rand(100)\ncolors = np.random.rand(100)\n\nplt.scatter(x, y, c=colors, cmap='viridis')\nplt.colorbar()  # \u30ab\u30e9\u30fc\u30d0\u30fc\u3092\u8868\u793a\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.14-1024x893.png\" alt=\"\" class=\"wp-image-816\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.14-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.14-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.14-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.14-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.14.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p><br>\u4ee5\u4e0a\u304c\u3001Matplotlib\u306e\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u57fa\u672c\u7684\u306a\u6982\u5ff5\u3068\u4f7f\u3044\u65b9\u3067\u3059\u3002\u8272\u306e\u6307\u5b9a\u65b9\u6cd5\u3092\u7406\u89e3\u3057\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30ab\u30e9\u30fc\u30b5\u30a4\u30af\u30eb\u3084\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b0\u30e9\u30d5\u306e\u898b\u6804\u3048\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/p>\n\n\n\n<p>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30b0\u30e9\u30d5\u306e\u5404\u8981\u7d20\uff08\u7dda\u3001\u30de\u30fc\u30ab\u30fc\u3001\u9762\u306a\u3069\uff09\u306e\u8272\u3092\u500b\u5225\u306b\u5909\u66f4\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">\u30b0\u30e9\u30d5\u8981\u7d20\u306e\u8272\u3092\u5909\u66f4\u3059\u308b<\/h2>\n\n\n\n<p>Matplotlib\u3067\u306f\u3001\u30b0\u30e9\u30d5\u306e\u5404\u8981\u7d20\uff08\u7dda\u3001\u30de\u30fc\u30ab\u30fc\u3001\u9762\uff09\u306e\u8272\u3092\u500b\u5225\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8272\u3092\u9069\u5207\u306b\u4f7f\u3046\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3084\u50be\u5411\u3092\u52b9\u679c\u7684\u306b\u8868\u73fe\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u8981\u7d20\u306e\u8272\u3092\u5909\u66f4\u3059\u308b\u65b9\u6cd5\u3092\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">\u7dda\u306e\u8272\u3092\u5909\u66f4<\/h3>\n\n\n\n<p>\u7dda\u306e\u8272\u306f\u3001\u2019color\u2019\u307e\u305f\u306f\u2019c\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u6307\u5b9a\u3057\u307e\u3059\u3002\u8272\u540d\u300116\u9032\u6570\u306e\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3001RGB\u30bf\u30d7\u30eb\u306a\u3069\u3092\u5024\u3068\u3057\u3066\u6e21\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u2019linewidth\u2019\u307e\u305f\u306f\u2019lw\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u7dda\u306e\u592a\u3055\u3092\u5909\u66f4\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.linspace(0, 2 * np.pi, 100)\ny1 = np.sin(x)\ny2 = np.cos(x)\n\nplt.plot(x, y1, color='red', linewidth=2, label='sin')\nplt.plot(x, y2, color='blue', linewidth=1.5, label='cos')\nplt.legend()\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.35-1024x893.png\" alt=\"\" class=\"wp-image-817\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.35-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.35-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.35-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.35-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.35.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001sin\u30ab\u30fc\u30d6\u3092\u8d64\u8272\u3067\u3001cos\u30ab\u30fc\u30d6\u3092\u9752\u8272\u3067\u63cf\u753b\u3057\u3066\u3044\u307e\u3059\u3002\u7dda\u306e\u592a\u3055\u3082\u5909\u66f4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">\u30de\u30fc\u30ab\u30fc\u306e\u8272\u3092\u5909\u66f4<\/h3>\n\n\n\n<p>\u30de\u30fc\u30ab\u30fc\u306e\u8272\u3092\u5909\u66f4\u3059\u308b\u306b\u306f\u3001\u2019markerfacecolor\u2019\u307e\u305f\u306f\u2019mfc\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u5857\u308a\u3064\u3076\u3057\u8272\u3092\u3001\u2019markeredgecolor\u2019\u307e\u305f\u306f\u2019mec\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u7e01\u306e\u8272\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30de\u30fc\u30ab\u30fc\u306e\u30b5\u30a4\u30ba\u306f\u3001\u2019markersize\u2019\u307e\u305f\u306f\u2019ms\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.linspace(0, 2 * np.pi, 10)\ny = np.sin(x)\n\nplt.plot(x, y, color='green', marker='o', mfc='white', mec='green', ms=12)\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.56-1024x893.png\" alt=\"\" class=\"wp-image-819\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.56-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.56-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.56-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.56-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.44.56.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u7dd1\u8272\u306e\u7dda\u306b\u767d\u5857\u308a\u3067\u7dd1\u7e01\u306e\u4e38\u30de\u30fc\u30ab\u30fc\u3092\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">\u9762\u306e\u8272\u3092\u5909\u66f4<\/h3>\n\n\n\n<p>\u9762\u306e\u8272\u3092\u5909\u66f4\u3059\u308b\u306b\u306f\u3001\u2019facecolor\u2019\u307e\u305f\u306f\u2019fc\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u3044\u307e\u3059\u3002\u900f\u660e\u5ea6\u306f\u2019alpha\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u8a2d\u5b9a\u3057\u30010\uff08\u5b8c\u5168\u306b\u900f\u660e\uff09\u304b\u30891\uff08\u4e0d\u900f\u660e\uff09\u306e\u5024\u3092\u53d6\u308a\u307e\u3059\u3002\u9762\u306e\u7e01\u306e\u8272\u306f\u3001\u2019edgecolor\u2019\u307e\u305f\u306f\u2019ec\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u6307\u5b9a\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u2019hatch\u2019\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u30cf\u30c3\u30c1\u30f3\u30b0\uff08\u659c\u7dda\u6a21\u69d8\uff09\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.linspace(0, 2 * np.pi, 100)\ny1 = np.sin(x)\ny2 = 0.5 * np.sin(x)\n\nplt.fill_between(x, y1, y2, color='lightblue', alpha=0.5)\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.13-1024x893.png\" alt=\"\" class=\"wp-image-820\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.13-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.13-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.13-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.13-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.13.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001sin\u30ab\u30fc\u30d6\u3068\u305d\u306e\u534a\u5206\u306e\u632f\u5e45\u306esin\u30ab\u30fc\u30d6\u306e\u9593\u306e\u9818\u57df\u3092\u3001\u534a\u900f\u660e\u306e\u6c34\u8272\u3067\u5857\u308a\u3064\u3076\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\">\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u64cd\u4f5c\u3059\u308b<\/h2>\n\n\n\n<p>\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306f\u3001\u9023\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3084\u5909\u5316\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002Matplotlib\u306b\u306f\u3001\u69d8\u3005\u306a\u7d44\u307f\u8fbc\u307f\u306e\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u3084\u53ef\u8996\u5316\u306e\u76ee\u7684\u306b\u5fdc\u3058\u3066\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u6b63\u898f\u5316\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u884c\u3063\u305f\u308a\u3001\u30ab\u30b9\u30bf\u30e0\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u30c7\u30fc\u30bf\u306b\u9069\u3057\u305f\u8272\u306e\u5272\u308a\u5f53\u3066\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u7d44\u307f\u8fbc\u307f\u306e\u30ab\u30e9\u30fc\u30de\u30c3\u30d7<\/h3>\n\n\n\n<p>Matplotlib\u306b\u306f\u3001\u2019viridis\u2019\u3001\u2019plasma\u2019\u3001\u2019inferno\u2019\u3001\u2019magma\u2019\u3001\u2019cividis\u2019\u306a\u3069\u3001\u8907\u6570\u306e\u7d44\u307f\u8fbc\u307f\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306f\u3001\u8272\u899a\u7570\u5e38\u306e\u65b9\u306b\u3082\u8b58\u5225\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u9023\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u524d\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u305f\u2019jet\u2019\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306f\u3001\u73fe\u5728\u306f\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.random.rand(100)\ny = np.random.rand(100)\ncolors = np.random.rand(100)\n\nplt.scatter(x, y, c=colors, cmap='viridis')\nplt.colorbar(label='Color Scale')\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.37-1024x893.png\" alt=\"\" class=\"wp-image-821\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.37-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.37-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.37-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.37-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.37.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u2019viridis\u2019\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f7f\u7528\u3057\u3066\u3001\u6563\u5e03\u56f3\u306e\u70b9\u306e\u8272\u3092\u9023\u7d9a\u7684\u306b\u5909\u5316\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-10\">\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u6b63\u898f\u5316\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/h3>\n\n\n\n<p>\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u9069\u7528\u3059\u308b\u524d\u306b\u3001\u30c7\u30fc\u30bf\u3092\u6b63\u898f\u5316\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u6b63\u898f\u5316\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3092\u4e00\u5b9a\u306e\u533a\u9593\uff08\u901a\u5e38\u306f[0, 1]\uff09\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u3001\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3068\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002\u6b63\u898f\u5316\u306b\u306f\u3001\u2019matplotlib.colors\u2019\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u2019Normalize\u2019\u30af\u30e9\u30b9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b63\u898f\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u8272\u306e\u5206\u5e03\u3092\u5909\u66f4\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\nfrom matplotlib.colors import Normalize\n\nx = np.random.rand(100)\ny = np.random.rand(100)\ncolors = np.random.rand(100) * 100\n\nnorm = Normalize(vmin=0, vmax=50)\nplt.scatter(x, y, c=colors, cmap='plasma', norm=norm)\nplt.colorbar(label='Color Scale')\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.57-1024x893.png\" alt=\"\" class=\"wp-image-822\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.57-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.57-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.57-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.57-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.45.57.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u2019Normalize\u2019\u30af\u30e9\u30b9\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092[0, 50]\u306e\u7bc4\u56f2\u306b\u6b63\u898f\u5316\u3057\u3001\u2019plasma\u2019\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-11\">\u30ab\u30b9\u30bf\u30e0\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/h3>\n\n\n\n<p>\u72ec\u81ea\u306e\u914d\u8272\u3092\u4f7f\u3063\u305f\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001\u2019matplotlib.colors\u2019\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u2019LinearSegmentedColormap\u2019\u30af\u30e9\u30b9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u8272\u306e\u6307\u5b9a\u306b\u306fRGB\u30bf\u30d7\u30eb\u3084HEX\u5024\u3092\u4f7f\u3044\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u5f37\u8abf\u3057\u305f\u308a\u3001\u5206\u91ce\u56fa\u6709\u306e\u914d\u8272\u30eb\u30fc\u30eb\u3092\u9069\u7528\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\nfrom matplotlib.colors import LinearSegmentedColormap\n\ncolors = [(0, 0, 1), (0, 1, 0), (1, 0, 0)]  # \u9752\u3001\u7dd1\u3001\u8d64\ncmap_name = 'my_cmap'\ncmap = LinearSegmentedColormap.from_list(cmap_name, colors, N=256)\n\nx = np.random.rand(100)\ny = np.random.rand(100)\ncolors = np.random.rand(100)\n\nplt.scatter(x, y, c=colors, cmap=cmap)\nplt.colorbar(label='Color Scale')\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.15-1024x893.png\" alt=\"\" class=\"wp-image-823\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.15-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.15-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.15-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.15-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.15.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u9752\u3001\u7dd1\u3001\u8d64\u306e3\u8272\u3092\u4f7f\u3063\u3066\u30ab\u30b9\u30bf\u30e0\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3057\u3001\u6563\u5e03\u56f3\u306e\u70b9\u306e\u8272\u4ed8\u3051\u306b\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><br>\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306f\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u9078\u629e\u3057\u3001\u6b63\u898f\u5316\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3084\u50be\u5411\u3092\u76f4\u611f\u7684\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30ab\u30b9\u30bf\u30e0\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u72ec\u81ea\u306e\u914d\u8272\u3092\u5b9f\u73fe\u3057\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u52b9\u679c\u7684\u306b\u5f37\u8abf\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/p>\n\n\n\n<p>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u03b1\u30c1\u30e3\u30f3\u30cd\u30eb\u3092\u4f7f\u3063\u3066\u900f\u660e\u5ea6\u3092\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u900f\u660e\u5ea6\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u6570\u306e\u30b0\u30e9\u30d5\u3092\u91cd\u306d\u3066\u8868\u793a\u3057\u305f\u308a\u3001\u30c7\u30fc\u30bf\u306e\u5bc6\u5ea6\u3092\u8868\u73fe\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-12\">\u03b1\u30c1\u30e3\u30f3\u30cd\u30eb\u3067\u900f\u660e\u5ea6\u3092\u8a2d\u5b9a\u3059\u308b<\/h2>\n\n\n\n<p>Matplotlib\u3067\u306f\u3001\u03b1\u30c1\u30e3\u30f3\u30cd\u30eb\u3092\u4f7f\u3063\u3066\u30b0\u30e9\u30d5\u8981\u7d20\u306e\u900f\u660e\u5ea6\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u900f\u660e\u5ea6\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u30b0\u30e9\u30d5\u306e\u898b\u6804\u3048\u3092\u5411\u4e0a\u3055\u305b\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u91cd\u306d\u3066\u8868\u793a\u3059\u308b\u969b\u306b\u3001\u5404\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3084\u95a2\u4fc2\u6027\u3092\u660e\u78ba\u306b\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u03b1\u30c1\u30e3\u30f3\u30cd\u30eb\u306b\u3088\u308b\u900f\u660e\u5ea6\u306e\u8a2d\u5b9a\u65b9\u6cd5\u3068\u3001\u900f\u660e\u5ea6\u3092\u6d3b\u7528\u3057\u305f\u91cd\u306d\u63cf\u304d\u306e\u30c6\u30af\u30cb\u30c3\u30af\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">\u03b1\u3092\u6307\u5b9a\u3057\u3066\u900f\u660e\u5ea6\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b<\/h3>\n\n\n\n<p>\u30b0\u30e9\u30d5\u8981\u7d20\u306e\u900f\u660e\u5ea6\u306f\u3001\u03b1\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u03b1\u306e\u5024\u306f0\u304b\u30891\u306e\u7bc4\u56f2\u3067\u6307\u5b9a\u3057\u30010\u306f\u5b8c\u5168\u306b\u900f\u660e\u30011\u306f\u4e0d\u900f\u660e\u3092\u8868\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u03b1\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u7dda\u306e\u900f\u660e\u5ea6\u3092\u8a2d\u5b9a\u3059\u308b\u4f8b\u3067\u3059\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.linspace(0, 2 * np.pi, 100)\ny1 = np.sin(x)\ny2 = np.cos(x)\n\nplt.plot(x, y1, color='blue', alpha=0.5, label='sin')\nplt.plot(x, y2, color='red', alpha=0.7, label='cos')\nplt.legend()\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.47-1024x893.png\" alt=\"\" class=\"wp-image-824\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.47-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.47-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.47-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.47-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.46.47.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u307e\u305f\u3001\u30b0\u30e9\u30d5\u8981\u7d20\u306e\u8272\u3092\u6307\u5b9a\u3059\u308b\u969b\u306b\u3001RGBA\u30bf\u30d7\u30eb\u306e\u5f62\u5f0f\u3067\u900f\u660e\u5ea6\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.linspace(0, 2 * np.pi, 100)\ny1 = np.sin(x)\ny2 = np.cos(x)\n\nplt.plot(x, y1, color=(0, 0, 1, 0.5), label='sin')\nplt.plot(x, y2, color=(1, 0, 0, 0.7), label='cos')\nplt.legend()\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.47.07-1024x893.png\" alt=\"\" class=\"wp-image-825\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.47.07-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.47.07-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.47.07-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.47.07-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.47.07.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-14\">\u900f\u660e\u5ea6\u3092\u4f7f\u3063\u305f\u91cd\u306d\u63cf\u304d\u306e\u30c6\u30af\u30cb\u30c3\u30af<\/h3>\n\n\n\n<p>\u900f\u660e\u5ea6\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u6570\u306e\u30b0\u30e9\u30d5\u3092\u91cd\u306d\u3066\u8868\u793a\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6bd4\u8f03\u3084\u95a2\u9023\u6027\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3068\u6563\u5e03\u56f3\u3092\u91cd\u306d\u3066\u8868\u793a\u3059\u308b\u4f8b\u3067\u3059\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.random.normal(0, 1, 1000)\ny = np.random.normal(0, 1, 1000)\n\nplt.hist2d(x, y, bins=30, cmap='viridis', alpha=0.7)\nplt.colorbar(label='Count')\nplt.scatter(x, y, color='white', alpha=0.3, s=1)\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.05-1024x893.png\" alt=\"\" class=\"wp-image-826\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.05-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.05-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.05-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.05-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.05.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u900f\u660e\u5ea6\u3092\u4f7f\u3063\u3066\u91cd\u306d\u63cf\u304d\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3084\u5bc6\u5ea6\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3067\u304d\u307e\u3059\u3002\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3084\u7b49\u9ad8\u7dda\u56f3\u3001\u6563\u5e03\u56f3\u306a\u3069\u3067\u900f\u660e\u5ea6\u3092\u6d3b\u7528\u3059\u308b\u3068\u3001\u3088\u308a\u52b9\u679c\u7684\u306a\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u03b1\u30c1\u30e3\u30f3\u30cd\u30eb\u306b\u3088\u308b\u900f\u660e\u5ea6\u306e\u8a2d\u5b9a\u306f\u3001\u30b0\u30e9\u30d5\u306e\u898b\u6804\u3048\u3092\u5411\u4e0a\u3055\u305b\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u7684\u306a\u89e3\u91c8\u3092\u52a9\u3051\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002\u03b1\u30d1\u30e9\u30e1\u30fc\u30bf\u3084RGBA\u30bf\u30d7\u30eb\u3092\u4f7f\u3063\u3066\u900f\u660e\u5ea6\u3092\u8abf\u6574\u3057\u3001\u8907\u6570\u306e\u30b0\u30e9\u30d5\u3092\u91cd\u306d\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3084\u95a2\u4fc2\u6027\u3092\u660e\u78ba\u306b\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30ab\u30e9\u30fc\u30d0\u30fc\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u30ab\u30e9\u30fc\u30d0\u30fc\u306f\u3001\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3068\u30c7\u30fc\u30bf\u5024\u306e\u5bfe\u5fdc\u3092\u793a\u3059\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u3001\u30b0\u30e9\u30d5\u306e\u7406\u89e3\u3092\u52a9\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-15\">\u30ab\u30e9\u30fc\u30d0\u30fc\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b<\/h2>\n\n\n\n<p>\u30ab\u30e9\u30fc\u30d0\u30fc\u306f\u3001\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3068\u30c7\u30fc\u30bf\u5024\u306e\u5bfe\u5fdc\u3092\u793a\u3059\u305f\u3081\u306b\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002Matplotlib\u3067\u306f\u3001\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u914d\u7f6e\u3084\u5927\u304d\u3055\u3092\u5909\u66f4\u3057\u305f\u308a\u3001\u30e9\u30d9\u30eb\u3084\u30c6\u30a3\u30c3\u30af\u3092\u8a2d\u5b9a\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u30b0\u30e9\u30d5\u306e\u53ef\u8aad\u6027\u3084\u89e3\u91c8\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30ab\u30e9\u30fc\u30d0\u30fc\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\">\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u914d\u7f6e\u3084\u5927\u304d\u3055\u306e\u5909\u66f4<\/h3>\n\n\n\n<p><code>plt.colorbar()<\/code>\u95a2\u6570\u3092\u4f7f\u3063\u3066\u30ab\u30e9\u30fc\u30d0\u30fc\u3092\u8868\u793a\u3059\u308b\u969b\u306b\u3001<code>orientation<\/code>\u5f15\u6570\u3067\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u5411\u304d\u3092\u2019vertical\u2019\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u307e\u305f\u306f\u2019horizontal\u2019\u306b\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001<code>fraction<\/code>\u5f15\u6570\u3067\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u5927\u304d\u3055\u3092\u56f3\u306b\u5bfe\u3059\u308b\u5272\u5408\u3067\u6307\u5b9a\u3057\u3001<code>pad<\/code>\u5f15\u6570\u3067\u30ab\u30e9\u30fc\u30d0\u30fc\u3068\u30d7\u30ed\u30c3\u30c8\u306e\u9593\u306e\u4f59\u767d\u3092\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.random.rand(100)\ny = np.random.rand(100)\ncolors = np.random.rand(100)\n\nplt.figure(figsize=(8, 6))\nplt.scatter(x, y, c=colors, cmap='viridis')\nplt.colorbar(orientation='horizontal', fraction=0.05, pad=0.1)\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"871\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.23-1024x871.png\" alt=\"\" class=\"wp-image-827\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.23-1024x871.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.23-300x255.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.23-768x653.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.23-1536x1307.png 1536w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.23-940x800.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.23.png 1824w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u30ab\u30e9\u30fc\u30d0\u30fc\u3092\u6c34\u5e73\u65b9\u5411\u306b\u8868\u793a\u3057\u3001\u5927\u304d\u3055\u3092\u56f3\u306e\u9ad8\u3055\u306e5%\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30ab\u30e9\u30fc\u30d0\u30fc\u3068\u30d7\u30ed\u30c3\u30c8\u306e\u9593\u306e\u4f59\u767d\u30920.1\u306b\u8abf\u6574\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\">\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u30e9\u30d9\u30eb\u3084\u30c6\u30a3\u30c3\u30af\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u30e9\u30d9\u30eb\u306f\u3001<code>plt.colorbar()<\/code>\u95a2\u6570\u306e<code>label<\/code>\u5f15\u6570\u3092\u4f7f\u3063\u3066\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001<code>plt.colorbar()<\/code>\u95a2\u6570\u306e\u623b\u308a\u5024\u3067\u3042\u308bColorbar\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e<code>set_label()<\/code>\u30e1\u30bd\u30c3\u30c9\u3067\u3082\u30e9\u30d9\u30eb\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u30c6\u30a3\u30c3\u30af\uff08\u76ee\u76db\u308a\uff09\u3068\u30c6\u30a3\u30c3\u30af\u30e9\u30d9\u30eb\u306f\u3001Colorbar\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e<code>set_ticks()<\/code>\u30e1\u30bd\u30c3\u30c9\u3068<code>set_ticklabels()<\/code>\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3063\u3066\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nx = np.random.rand(100)\ny = np.random.rand(100)\ncolors = np.random.rand(100)\n\nplt.scatter(x, y, c=colors, cmap='viridis')\ncbar = plt.colorbar()\ncbar.set_label('Color Scale')\ncbar.set_ticks([0, 0.5, 1])\ncbar.set_ticklabels(['Low', 'Medium', 'High'])\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.41-1024x893.png\" alt=\"\" class=\"wp-image-828\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.41-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.41-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.41-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.41-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.48.41.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u30e9\u30d9\u30eb\u3092\u2019Color Scale\u2019\u306b\u8a2d\u5b9a\u3057\u3001\u30c6\u30a3\u30c3\u30af\u30920\u30010.5\u30011\u306e\u4f4d\u7f6e\u306b\u914d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5bfe\u5fdc\u3059\u308b\u30c6\u30a3\u30c3\u30af\u30e9\u30d9\u30eb\u3092\u2019Low\u2019\u3001\u2019Medium\u2019\u3001\u2019High\u2019\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><br>\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306f\u3001\u30b0\u30e9\u30d5\u306e\u53ef\u8aad\u6027\u3084\u89e3\u91c8\u3092\u52a9\u3051\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u914d\u7f6e\u3084\u5927\u304d\u3055\u3092\u9069\u5207\u306b\u8abf\u6574\u3057\u3001\u30e9\u30d9\u30eb\u3084\u30c6\u30a3\u30c3\u30af\u3092\u660e\u78ba\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u3068\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u95a2\u4fc2\u3092\u660e\u78ba\u306b\u4f1d\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u914d\u8272\u306e\u30c7\u30b6\u30a4\u30f3\u30c6\u30af\u30cb\u30c3\u30af\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u9078\u629e\u3057\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u52b9\u679c\u7684\u306b\u5f37\u8abf\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-18\">\u914d\u8272\u306e\u30c7\u30b6\u30a4\u30f3\u30c6\u30af\u30cb\u30c3\u30af<\/h2>\n\n\n\n<p>\u52b9\u679c\u7684\u306a\u914d\u8272\u306f\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u5f37\u8abf\u3057\u3001\u60c5\u5831\u3092\u660e\u78ba\u306b\u4f1d\u3048\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u57fa\u672c\u539f\u5247\u3068\u3001\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306e\u6d3b\u7528\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u3067\u3001\u9b45\u529b\u7684\u3067\u8aac\u5f97\u529b\u306e\u3042\u308b\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-19\">\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u57fa\u672c\u539f\u5247<\/h3>\n\n\n\n<p>\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u57fa\u672c\u539f\u5247\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u539f\u5247\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u76ee\u7684\u306b\u5408\u3063\u305f\u914d\u8272\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u88dc\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\uff1a\u8272\u76f8\u74b0\u3067\u53cd\u5bfe\u5074\u306b\u4f4d\u7f6e\u3059\u308b\u8272\uff08\u4f8b\uff1a\u8d64\u3068\u7dd1\u3001\u9752\u3068\u30aa\u30ec\u30f3\u30b8\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u5f37\u3044\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u304c\u751f\u307e\u308c\u3001\u6ce8\u76ee\u3092\u5f15\u304f\u52b9\u679c\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u985e\u4f3c\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\uff1a\u8272\u76f8\u74b0\u3067\u96a3\u308a\u5408\u3046\u8272\uff08\u4f8b\uff1a\u9752\u3068\u9752\u7dd1\u3001\u9ec4\u3068\u9ec4\u7dd1\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u8abf\u548c\u306e\u3068\u308c\u305f\u5370\u8c61\u3092\u4e0e\u3048\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c8\u30e9\u30a4\u30a2\u30c9\u306e\u7d44\u307f\u5408\u308f\u305b\uff1a\u8272\u76f8\u74b0\u3067\u7b49\u9593\u9694\u306b\u914d\u7f6e\u3055\u308c\u305f3\u8272\uff08\u4f8b\uff1a\u8d64\u3001\u9ec4\u3001\u9752\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u30d0\u30e9\u30f3\u30b9\u306e\u3068\u308c\u305f\u914d\u8272\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30ce\u30af\u30ed\u30de\u30c6\u30a3\u30c3\u30af\u306e\u7d44\u307f\u5408\u308f\u305b\uff1a\u540c\u3058\u8272\u76f8\u3067\u660e\u5ea6\u3084\u5f69\u5ea6\u304c\u7570\u306a\u308b\u8272\uff08\u4f8b\uff1a\u6fc3\u3044\u9752\u3001\u4e2d\u9593\u306e\u9752\u3001\u8584\u3044\u9752\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u7d71\u4e00\u611f\u306e\u3042\u308b\u914d\u8272\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>Matplotlib\u3067\u306f\u3001<code>plt.rcParams['axes.prop_cycle']<\/code>\u3092\u4f7f\u3063\u3066\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8272\u306e\u30b5\u30a4\u30af\u30eb\u3092\u5909\u66f4\u3057\u305f\u308a\u3001<code>plt.cm<\/code>\u3067\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3092\u4f7f\u7528\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001<code>seaborn<\/code>\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3088\u308a\u6d17\u7df4\u3055\u308c\u305f\u8272\u306e\u30d1\u30ec\u30c3\u30c8\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8272\u306e\u30b5\u30a4\u30af\u30eb\u306e\u5909\u66f4\uff09\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nplt.rcParams['axes.prop_cycle'] = plt.cycler(color=['#E69F00', '#56B4E9', '#009E73', '#F0E442', '#0072B2', '#D55E00', '#CC79A7'])\n\nx = np.linspace(0, 2 * np.pi, 100)\nfor i in range(1, 6):\n    plt.plot(x, np.sin(x + i * np.pi \/ 6), label=f'sin(x + {i}\u03c0\/6)')\n\nplt.legend()\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.00-1024x893.png\" alt=\"\" class=\"wp-image-829\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.00-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.00-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.00-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.00-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.00.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff08seaborn\u3092\u4f7f\u3063\u305f\u8272\u306e\u30d1\u30ec\u30c3\u30c8\u306e\u9069\u7528\uff09\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\nimport seaborn as sns\n\nsns.set_palette('husl', 5)\n\nx = np.linspace(0, 2 * np.pi, 100)\nfor i in range(1, 6):\n    plt.plot(x, np.sin(x + i * np.pi \/ 6), label=f'sin(x + {i}\u03c0\/6)')\n\nplt.legend()\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"893\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.21-1024x893.png\" alt=\"\" class=\"wp-image-830\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.21-1024x893.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.21-300x262.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.21-768x670.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.21-940x820.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.21.png 1504w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-20\">\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306e\u6d3b\u7528<\/h3>\n\n\n\n<p>\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u69d8\u3005\u306a\u914d\u8272\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u63d0\u4f9b\u3057\u3066\u304f\u308c\u308b\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u4ee3\u8868\u7684\u306a\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adobe Color\uff08color.adobe.com\uff09\uff1a\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u63a2\u7d22\u3057\u305f\u308a\u3001\u30ab\u30b9\u30bf\u30e0\u30d1\u30ec\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u308a\u3067\u304d\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002\u8272\u76f8\u74b0\u3092\u4f7f\u3063\u305f\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u304c\u53ef\u80fd\u3067\u3001\u69d8\u3005\u306a\u914d\u8272\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u305f\u30d1\u30ec\u30c3\u30c8\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>Coolors\uff08coolors.co\uff09\uff1a\u30e9\u30f3\u30c0\u30e0\u306b\u751f\u6210\u3055\u308c\u305f\u914d\u8272\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u3059\u3002\u30ed\u30c3\u30af\uff08\u56fa\u5b9a\uff09\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u3001\u6c17\u306b\u5165\u3063\u305f\u8272\u3092\u4fdd\u6301\u3057\u306a\u304c\u3089\u3001\u4ed6\u306e\u8272\u3092\u5165\u308c\u66ff\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>ColorBrewer\uff08colorbrewer2.org\uff09\uff1a\u5730\u56f3\u3084\u56f3\u8868\u306b\u9069\u3057\u305f\u8272\u306e\u30d1\u30ec\u30c3\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002\u8272\u899a\u7570\u5e38\u306e\u65b9\u306b\u3082\u8b58\u5225\u3057\u3084\u3059\u3044\u914d\u8272\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u30d1\u30ec\u30c3\u30c8\u306eRGB\u5024\u3084HEX\u5024\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u3001\u30b0\u30e9\u30d5\u306e\u76ee\u7684\u3084\u6027\u8cea\u306b\u5408\u3063\u305f\u914d\u8272\u3092\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u57fa\u672c\u539f\u5247\u3092\u7406\u89e3\u3057\u3001\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u52b9\u679c\u7684\u306b\u4f1d\u3048\u308b\u914d\u8272\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9b45\u529b\u7684\u306a\u914d\u8272\u306f\u3001\u30b0\u30e9\u30d5\u306e\u898b\u6804\u3048\u3092\u5411\u4e0a\u3055\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u60c5\u5831\u3092\u3088\u308a\u660e\u78ba\u306b\u4f1d\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u308c\u307e\u3067\u306b\u5b66\u3093\u3060Matplotlib\u306e\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3092\u7dcf\u62ec\u3057\u3001\u3055\u3089\u306a\u308b\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u306e\u305f\u3081\u306e\u30d2\u30f3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-21\">\u307e\u3068\u3081\uff1a\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u52d8\u6240<\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Matplotlib\u3092\u4f7f\u3063\u305f\u30b0\u30e9\u30d5\u306e\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u3001\u57fa\u672c\u7684\u306a\u6982\u5ff5\u304b\u3089\u3088\u308a\u9ad8\u5ea6\u306a\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u5e45\u5e83\u304f\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u3053\u3053\u3067\u306f\u3001\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u632f\u308a\u8fd4\u308a\u3001\u3055\u3089\u306a\u308b\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u306b\u5411\u3051\u305f\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-22\">\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8\u306e\u632f\u308a\u8fd4\u308a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8272\u306e\u6307\u5b9a\u65b9\u6cd5\uff08\u8272\u540d\u300116\u9032\u6570\u306e\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3001RGB\u30bf\u30d7\u30eb\u306a\u3069\uff09\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30ab\u30e9\u30fc\u30b5\u30a4\u30af\u30eb\u3092\u628a\u63e1\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5909\u66f4\u3057\u307e\u3057\u3087\u3046\u3002<\/li>\n\n\n\n<li>\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u306e\u9078\u629e\u3068\u9069\u7528\u65b9\u6cd5\u3092\u7fd2\u5f97\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u306b\u5408\u3063\u305f\u8272\u306e\u5272\u308a\u5f53\u3066\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u8981\u7d20\uff08\u7dda\u3001\u30de\u30fc\u30ab\u30fc\u3001\u9762\u306a\u3069\uff09\u306e\u8272\u3092\u500b\u5225\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u8a73\u7d30\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u03b1\u30c1\u30e3\u30f3\u30cd\u30eb\u3092\u4f7f\u3063\u3066\u900f\u660e\u5ea6\u3092\u8abf\u6574\u3057\u3001\u8907\u6570\u306e\u30b0\u30e9\u30d5\u3092\u91cd\u306d\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u6bd4\u8f03\u3084\u95a2\u4fc2\u6027\u3092\u660e\u78ba\u306b\u793a\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ab\u30e9\u30fc\u30d0\u30fc\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\uff08\u914d\u7f6e\u3001\u5927\u304d\u3055\u3001\u30e9\u30d9\u30eb\u3001\u30c6\u30a3\u30c3\u30af\u306a\u3069\uff09\u306b\u3088\u308a\u3001\u30ab\u30e9\u30fc\u30de\u30c3\u30d7\u3068\u30c7\u30fc\u30bf\u5024\u306e\u5bfe\u5fdc\u3092\u660e\u78ba\u306b\u4f1d\u3048\u3089\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8272\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u57fa\u672c\u539f\u5247\u3092\u7406\u89e3\u3057\u3001\u52b9\u679c\u7684\u306a\u914d\u8272\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3001\u30b0\u30e9\u30d5\u306e\u898b\u6804\u3048\u3068\u60c5\u5831\u4f1d\u9054\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-23\">\u3055\u3089\u306a\u308b\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u306b\u5411\u3051\u3066<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Matplotlib\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30ae\u30e3\u30e9\u30ea\u30fc\u3092\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3057\u3001\u69d8\u3005\u306a\u4f8b\u3092\u53c2\u8003\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u3084\u30c6\u30af\u30cb\u30c3\u30af\u3092\u5b66\u3079\u307e\u3059\u3002<\/li>\n\n\n\n<li>seaborn \u306a\u3069\u306e\u95a2\u9023\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5b66\u7fd2\u3057\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30ab\u30e9\u30fc\u8a2d\u5b9a\u3084\u30c7\u30b6\u30a4\u30f3\u306b\u6311\u6226\u3057\u307e\u3057\u3087\u3046\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u3059\u308b\u66f8\u7c4d\u3084 online courses \u3067\u3001\u8272\u5f69\u7406\u8ad6\u3084\u914d\u8272\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u6df1\u304f\u5b66\u3076\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u3001\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u52b9\u679c\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u3067\u3001\u7406\u89e3\u3092\u6df1\u3081\u3089\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u53c2\u52a0\u3057\u3001\u4ed6\u306e\u958b\u767a\u8005\u304b\u3089\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3089\u3046\u3053\u3068\u3067\u3001\u5ba2\u89b3\u7684\u306a\u8996\u70b9\u3092\u53d6\u308a\u5165\u308c\u3001\u6539\u5584\u70b9\u3092\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\uff08\u30ab\u30e9\u30fc\u8a2d\u5b9a\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u9069\u7528\u3057\u305f\u30b0\u30e9\u30d5\u306e\u4f8b\uff09\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import matplotlib.pyplot as plt\nimport numpy as np\n\nplt.figure(figsize=(8, 6))\nplt.rcParams['font.family'] = 'Arial'\nplt.rcParams['font.size'] = 12\nplt.rcParams['axes.prop_cycle'] = plt.cycler(color=['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728', '#9467bd'])\n\nx = np.linspace(0, 2 * np.pi, 200)\nfor i in range(1, 6):\n    plt.plot(x, np.sin(x + i * np.pi \/ 6), linewidth=2, label=f'sin(x + {i}\u03c0\/6)')\n\nplt.xlabel('x')\nplt.ylabel('y')\nplt.title('Sine Functions with Phase Shifts')\nplt.grid(linestyle='--', alpha=0.7)\nplt.legend(title='Functions', loc='upper right', framealpha=0.8)\n\nplt.tight_layout()\nplt.show()<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"871\" src=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.46-1024x871.png\" alt=\"\" class=\"wp-image-831\" srcset=\"https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.46-1024x871.png 1024w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.46-300x255.png 300w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.46-768x653.png 768w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.46-1536x1307.png 1536w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.46-940x800.png 940w, https:\/\/chocottopro.com\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-05-30-16.49.46.png 1824w\" sizes=\"auto, (max-width: 1024px) 100vw, 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