{"id":801,"date":"2024-05-26T20:49:25","date_gmt":"2024-05-26T11:49:25","guid":{"rendered":"https:\/\/chocottopro.com\/?p=801"},"modified":"2024-06-02T13:47:58","modified_gmt":"2024-06-02T04:47:58","slug":"%e3%80%90%e5%88%9d%e5%bf%83%e8%80%85%e5%90%91%e3%81%91%e3%80%91numpy%e3%81%aearange%e9%96%a2%e6%95%b0%e3%81%ae%e4%bd%bf%e3%81%84%e6%96%b9%e3%82%92%e5%be%b9%e5%ba%95%e8%a7%a3%e8%aa%ac%ef%bc%81range","status":"publish","type":"post","link":"https:\/\/chocottopro.com\/?p=801","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011numpy\u306earange\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u3092\u5fb9\u5e95\u89e3\u8aac\uff01range\u95a2\u6570\u3068\u306e\u9055\u3044\u3082"},"content":{"rendered":"\n<p>Python\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046\u969b\u306b\u6b20\u304b\u305b\u306a\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308bnumpy\u306earange\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u3092\u3001\u521d\u5fc3\u8005\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u57fa\u672c\u7684\u306a\u4f7f\u7528\u65b9\u6cd5\u304b\u3089\u5b9f\u7528\u7684\u306a\u4f8b\u307e\u3067\u3001arange\u95a2\u6570\u306e\u6d3b\u7528\u65b9\u6cd5\u3092\u8eab\u306b\u3064\u3051\u307e\u3057\u3087\u3046\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\">\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3060\u3089\u308f\u304b\u308b\u3053\u3068<\/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>arange\u95a2\u6570\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3068\u5f15\u6570\u306e\u610f\u5473 <\/li>\n\n\n\n<li>arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u9055\u3044\u3068\u4f7f\u3044\u5206\u3051\u65b9 <\/li>\n\n\n\n<li>\u7b49\u5dee\u6570\u5217\u3001\u884c\u5217\u3001\u30c6\u30f3\u30bd\u30eb\u3001\u30d7\u30ed\u30c3\u30c8\u7528\u30c7\u30fc\u30bf\u306e\u751f\u6210\u65b9\u6cd5 <\/li>\n\n\n\n<li>arange\u95a2\u6570\u3092\u4f7f\u3046\u969b\u306e\u6ce8\u610f\u70b9\u3068\u30b3\u30c4 <\/li>\n\n\n\n<li>numpy\u3068arange\u95a2\u6570\u306e\u6d3b\u7528\u3067\u52b9\u7387\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/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\">numpy\u306earange\u95a2\u6570\u3068\u306f\uff1f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-1\">arange\u95a2\u6570\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">arange\u95a2\u6570\u306e\u5f15\u6570\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u3088\u3046<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-3\">arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u9055\u3044<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-4\">arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u4e3b\u306a\u9055\u3044\u306f\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-5\">arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u4f7f\u3044\u5206\u3051\u65b9<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-6\">arange\u95a2\u6570\u306e\u5b9f\u7528\u7684\u306a\u4f7f\u7528\u4f8b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-7\">\u7b49\u5dee\u6570\u5217\u306e\u751f\u6210\u306b\u4f7f\u3046<\/a>      <\/li>      <li>        <a href=\"#i-8\">\u884c\u5217\u3084\u30c6\u30f3\u30bd\u30eb\u306e\u751f\u6210\u306b\u4f7f\u3046<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-9\">\u30d7\u30ed\u30c3\u30c8\u7528\u306e\u30c7\u30fc\u30bf\u70b9\u751f\u6210\u306b\u4f7f\u3046<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-10\">arange\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u307e\u3068\u3081<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-11\">arange\u95a2\u6570\u306e\u57fa\u672c\u3092\u304a\u3055\u3089\u3044<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-12\">\u3053\u308c\u304b\u3089\u306farange\u95a2\u6570\u3092\u6d3b\u7528\u3057\u3088\u3046<\/a>      <\/li>    <\/ul>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">numpy\u306earange\u95a2\u6570\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>numpy\u306f\u3001Python\u3067\u79d1\u5b66\u8a08\u7b97\u3092\u52b9\u7387\u7684\u306b\u884c\u3046\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059\u3002\u591a\u6b21\u5143\u914d\u5217\u3084\u884c\u5217\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002numpy\u304c\u63d0\u4f9b\u3059\u308b\u6570\u591a\u304f\u306e\u95a2\u6570\u306e\u4e2d\u3067\u3082\u3001arange\u95a2\u6570\u306f\u975e\u5e38\u306b\u3088\u304f\u4f7f\u308f\u308c\u308b\u95a2\u6570\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p>arange\u95a2\u6570\u306f\u3001\u6307\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3068\u523b\u307f\u5e45\u306b\u57fa\u3065\u3044\u3066\u7b49\u5dee\u6570\u5217\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u958b\u59cb\u5024\u304b\u3089\u7d42\u4e86\u5024\u307e\u3067\u306e\u9593\u3067\u3001\u4e00\u5b9a\u306e\u9593\u9694\u3067\u6570\u5b57\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u4f8b\u3048\u3070\u30010\u304b\u30899\u307e\u3067\u306e\u6574\u6570\u5217\u3084\u30011\u304b\u308910\u307e\u3067\u306e\u5947\u6570\u5217\u3092\u7c21\u5358\u306b\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">arange\u95a2\u6570\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/h3>\n\n\n\n<p>arange\u95a2\u6570\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\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=\"\">numpy.arange(start, stop, step, dtype)<\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>start: \u751f\u6210\u3059\u308b\u6570\u5217\u306e\u958b\u59cb\u5024\u3002\u7701\u7565\u3059\u308b\u30680\u304c\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>stop: \u751f\u6210\u3059\u308b\u6570\u5217\u306e\u7d42\u4e86\u5024\u3002\u3053\u306e\u5024\u306f\u6570\u5217\u306b\u542b\u307e\u308c\u307e\u305b\u3093\u3002<\/li>\n\n\n\n<li>step: \u6570\u5217\u306e\u523b\u307f\u5e45\u3002\u7701\u7565\u3059\u308b\u30681\u304c\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>dtype: \u51fa\u529b\u914d\u5217\u306e\u30c7\u30fc\u30bf\u578b\u3002\u7701\u7565\u3059\u308b\u3068\u3001\u5f15\u6570\u304b\u3089\u9069\u5207\u306a\u30c7\u30fc\u30bf\u578b\u304c\u63a8\u6e2c\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u3001arange\u95a2\u6570\u306e\u5177\u4f53\u7684\u306a\u4f7f\u7528\u4f8b\u3067\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 numpy as np\n\n# 0\u304b\u30899\u307e\u3067\u306e\u6574\u6570\u3092\u751f\u6210\narr1 = np.arange(10)\nprint(arr1)  # [0 1 2 3 4 5 6 7 8 9]\n\n# 1\u304b\u30899\u307e\u3067\u306e\u6574\u6570\u3092\u751f\u6210\narr2 = np.arange(1, 10)\nprint(arr2)  # [1 2 3 4 5 6 7 8 9]\n\n# 1\u304b\u30899\u307e\u3067\u306e\u6574\u6570\u30922\u523b\u307f\u3067\u751f\u6210\narr3 = np.arange(1, 10, 2)\nprint(arr3)  # [1 3 5 7 9]<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">arange\u95a2\u6570\u306e\u5f15\u6570\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u3088\u3046<\/h3>\n\n\n\n<p>arange\u95a2\u6570\u306e\u5f15\u6570\u306f\u3001\u751f\u6210\u3059\u308b\u6570\u5217\u306e\u7bc4\u56f2\u3068\u523b\u307f\u5e45\u3092\u6307\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u3044\u307e\u3059\u3002start\u3068stop\u3067\u6570\u5217\u306e\u958b\u59cb\u3068\u7d42\u4e86\u306e\u5024\u3092\u6307\u5b9a\u3057\u3001step\u3067\u523b\u307f\u5e45\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001<code>np.arange(1, 10, 2)<\/code>\u306f\u30011\u304b\u30899\u307e\u3067\u306e\u6574\u6570\u30922\u523b\u307f\u3067\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u751f\u6210\u3055\u308c\u308b\u6570\u5217\u306f<code>[1, 3, 5, 7, 9]<\/code>\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001dtype\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u51fa\u529b\u914d\u5217\u306e\u30c7\u30fc\u30bf\u578b\u3092\u660e\u793a\u7684\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<code>np.arange(1, 10, dtype=float)<\/code>\u3068\u3059\u308b\u3068\u3001\u751f\u6210\u3055\u308c\u308b\u6570\u5217\u306e\u8981\u7d20\u306f\u6d6e\u52d5\u5c0f\u6570\u70b9\u6570\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>arange\u95a2\u6570\u306f\u5e38\u306bnumpy\u914d\u5217(ndarray)\u3092\u8fd4\u3057\u307e\u3059\u3002\u751f\u6210\u3055\u308c\u305f\u914d\u5217\u306eshape\u306f\u3001\u6307\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3068\u523b\u307f\u5e45\u306b\u3088\u3063\u3066\u81ea\u52d5\u7684\u306b\u6c7a\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>arange\u95a2\u6570\u3067\u751f\u6210\u3055\u308c\u305f\u914d\u5217\u306f\u3001numpy\u306e\u4ed6\u306e\u95a2\u6570\u3084\u30e1\u30bd\u30c3\u30c9\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u914d\u5217\u306e\u8981\u7d20\u306b\u5bfe\u3057\u3066\u6570\u5b66\u7684\u306a\u64cd\u4f5c\u3092\u884c\u3063\u305f\u308a\u3001\u914d\u5217\u540c\u58eb\u306e\u6f14\u7b97\u3092\u884c\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001arange\u95a2\u6570\u306fnumpy\u306e\u4e2d\u6838\u7684\u306a\u6a5f\u80fd\u306e\u4e00\u3064\u3067\u3042\u308a\u3001\u6570\u5024\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u9055\u3044<\/h2>\n\n\n\n<p>numpy\u306earange\u95a2\u6570\u3068Python\u306erange\u95a2\u6570\u306f\u3001\u3069\u3061\u3089\u3082\u4e00\u5b9a\u306e\u7bc4\u56f2\u306e\u6570\u5217\u3092\u751f\u6210\u3059\u308b\u3068\u3044\u3046\u70b9\u3067\u306f\u4f3c\u3066\u3044\u307e\u3059\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-4\">arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u4e3b\u306a\u9055\u3044\u306f\uff1f<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8fd4\u308a\u5024\u306e\u30c7\u30fc\u30bf\u578b<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>arange\u95a2\u6570\u306f\u3001numpy\u914d\u5217(ndarray)\u3092\u8fd4\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>range\u95a2\u6570\u306f\u3001range object\u3092\u8fd4\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30e1\u30e2\u30ea\u52b9\u7387<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>arange\u95a2\u6570\u306f\u3001\u751f\u6210\u3055\u308c\u305f\u914d\u5217\u5168\u4f53\u3092\u30e1\u30e2\u30ea\u306b\u683c\u7d0d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>range\u95a2\u6570\u306f\u3001\u751f\u6210\u3055\u308c\u305f\u6570\u5217\u306e\u8981\u7d20\u3092\u305d\u306e\u5834\u3067\u8a08\u7b97\u3059\u308b\u305f\u3081\u3001\u30e1\u30e2\u30ea\u52b9\u7387\u304c\u826f\u3044\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7528\u9014<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>arange\u95a2\u6570\u306f\u3001\u4e3b\u306b\u6570\u5024\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u3067\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>range\u95a2\u6570\u306f\u3001\u4e3b\u306b\u30eb\u30fc\u30d7\u306e\u5236\u5fa1\u5909\u6570\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u4f8b\u306f\u3001arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u8fd4\u308a\u5024\u306e\u9055\u3044\u3092\u793a\u3057\u3066\u3044\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 numpy as np\n\n# arange\u95a2\u6570\u306e\u8fd4\u308a\u5024\narr = np.arange(5)\nprint(type(arr))  # &lt;class 'numpy.ndarray'&gt;\n\n# range\u95a2\u6570\u306e\u8fd4\u308a\u5024\nseq = range(5)\nprint(type(seq))  # &lt;class 'range'&gt;<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u4f7f\u3044\u5206\u3051\u65b9<\/h3>\n\n\n\n<p>arange\u95a2\u6570\u3068range\u95a2\u6570\u306e\u4f7f\u3044\u5206\u3051\u306f\u3001\u4e3b\u306b\u7528\u9014\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30eb\u30fc\u30d7\u306e\u5236\u5fa1\u5909\u6570\u3068\u3057\u3066\u4f7f\u3046\u5834\u5408\u306f\u3001range\u95a2\u6570\u3092\u4f7f\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6570\u5024\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u3067\u6570\u5217\u3092\u751f\u6210\u3059\u308b\u5834\u5408\u306f\u3001arange\u95a2\u6570\u3092\u4f7f\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u307e\u305f\u3001\u30e1\u30e2\u30ea\u52b9\u7387\u3084\u901f\u5ea6\u3092\u8003\u616e\u3057\u3066\u3001\u9069\u5207\u306a\u95a2\u6570\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3082\u5927\u5207\u3067\u3059\u3002\u5c0f\u3055\u3044\u6570\u5217\u306e\u5834\u5408\u306frange\u95a2\u6570\u306e\u65b9\u304c\u9ad8\u901f\u3067\u3059\u304c\u3001\u5927\u304d\u3044\u6570\u5217\u306e\u5834\u5408\u306farange\u95a2\u6570\u306e\u65b9\u304c\u9ad8\u901f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u4f8b\u306f\u3001\u5c0f\u3055\u3044\u6570\u5217\u3068\u5927\u304d\u3044\u6570\u5217\u3067\u306e\u901f\u5ea6\u6bd4\u8f03\u3092\u793a\u3057\u3066\u3044\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 numpy as np\nimport time\n\n# \u5c0f\u3055\u3044\u6570\u5217\u306e\u5834\u5408\nstart_time = time.time()\nfor i in range(1000):\n    pass\nprint(f\"range\u95a2\u6570\u306e\u5b9f\u884c\u6642\u9593: {time.time() - start_time:.5f}\u79d2\")\n\nstart_time = time.time()\nfor i in np.arange(1000):\n    pass\nprint(f\"arange\u95a2\u6570\u306e\u5b9f\u884c\u6642\u9593: {time.time() - start_time:.5f}\u79d2\")\n\n# \u5927\u304d\u3044\u6570\u5217\u306e\u5834\u5408\nstart_time = time.time()\nfor i in range(1000000):\n    pass\nprint(f\"range\u95a2\u6570\u306e\u5b9f\u884c\u6642\u9593: {time.time() - start_time:.5f}\u79d2\")\n\nstart_time = time.time()\nfor i in np.arange(1000000):\n    pass\nprint(f\"arange\u95a2\u6570\u306e\u5b9f\u884c\u6642\u9593: {time.time() - start_time:.5f}\u79d2\")<\/pre>\n\n\n\n<p>\u5b9f\u884c\u7d50\u679c:<\/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=\"\">range\u95a2\u6570\u306e\u5b9f\u884c\u6642\u9593: 0.00001\u79d2\narange\u95a2\u6570\u306e\u5b9f\u884c\u6642\u9593: 0.00007\u79d2\nrange\u95a2\u6570\u306e\u5b9f\u884c\u6642\u9593: 0.02428\u79d2\narange\u95a2\u6570\u306e\u5b9f\u884c\u6642\u9593: 0.00781\u79d2<\/pre>\n\n\n\n<p>\u3053\u306e\u7d50\u679c\u304b\u3089\u3001\u5c0f\u3055\u3044\u6570\u5217\u3067\u306frange\u95a2\u6570\u306e\u65b9\u304c\u9ad8\u901f\u3067\u3059\u304c\u3001\u5927\u304d\u3044\u6570\u5217\u3067\u306farange\u95a2\u6570\u306e\u65b9\u304c\u9ad8\u901f\u3067\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u3088\u3046\u306b\u3001arange\u95a2\u6570\u3068range\u95a2\u6570\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u9055\u3044\u3092\u7406\u89e3\u3057\u3001\u7528\u9014\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u95a2\u6570\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3001\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">arange\u95a2\u6570\u306e\u5b9f\u7528\u7684\u306a\u4f7f\u7528\u4f8b<\/h2>\n\n\n\n<p>arange\u95a2\u6570\u306f\u3001\u6570\u5024\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u69d8\u3005\u306a\u5834\u9762\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001arange\u95a2\u6570\u306e\u5b9f\u7528\u7684\u306a\u4f7f\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">\u7b49\u5dee\u6570\u5217\u306e\u751f\u6210\u306b\u4f7f\u3046<\/h3>\n\n\n\n<p>arange\u95a2\u6570\u3092\u4f7f\u3048\u3070\u3001\u4efb\u610f\u306e\u958b\u59cb\u5024\u3001\u7d42\u4e86\u5024\u3001\u30b9\u30c6\u30c3\u30d7\u5024\u3067\u7b49\u5dee\u6570\u5217\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6570\u5b66\u7684\u306a\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306a\u3069\u306b\u5f79\u7acb\u3061\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 numpy as np\n\n# 0\u304b\u30899\u307e\u3067\u306e\u6574\u6570\u306e\u7b49\u5dee\u6570\u5217\u3092\u751f\u6210\narr1 = np.arange(10)\nprint(arr1)  # [0 1 2 3 4 5 6 7 8 9]\n\n# 1\u304b\u308910\u307e\u3067\u306e\u6574\u6570\u306e\u7b49\u5dee\u6570\u5217\u3092\u751f\u6210\narr2 = np.arange(1, 11)\nprint(arr2)  # [ 1  2  3  4  5  6  7  8  9 10]\n\n# 0\u304b\u30891\u307e\u3067\u306e\u5b9f\u6570\u30920.1\u523b\u307f\u3067\u751f\u6210\narr3 = np.arange(0, 1.1, 0.1)\nprint(arr3)  # [0.  0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1. ]<\/pre>\n\n\n\n<p>\u4e0a\u8a18\u306e\u4f8b\u3067\u306f\u3001arange\u95a2\u6570\u3092\u4f7f\u3063\u3066\u3001\u6574\u6570\u306e\u7b49\u5dee\u6570\u5217\u3084\u5b9f\u6570\u306e\u7b49\u5dee\u6570\u5217\u3092\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001arange\u95a2\u6570\u3092\u4f7f\u3048\u3070\u3001\u7c21\u5358\u306b\u4efb\u610f\u306e\u7b49\u5dee\u6570\u5217\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-8\">\u884c\u5217\u3084\u30c6\u30f3\u30bd\u30eb\u306e\u751f\u6210\u306b\u4f7f\u3046<\/h3>\n\n\n\n<p>arange\u95a2\u6570\u3092reshape\u30e1\u30bd\u30c3\u30c9\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4efb\u610f\u306e\u5f62\u72b6\u306e\u884c\u5217\u3084\u30c6\u30f3\u30bd\u30eb\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30e2\u30c7\u30eb\u69cb\u7bc9\u306b\u5f79\u7acb\u3061\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 numpy as np\n\n# 3x3\u306e\u884c\u5217\u3092\u751f\u6210\nmatrix = np.arange(9).reshape((3, 3))\nprint(matrix)\n# [[0 1 2]\n#  [3 4 5]\n#  [6 7 8]]\n\n# 2x2x3\u306e\u30c6\u30f3\u30bd\u30eb\u3092\u751f\u6210\ntensor = np.arange(12).reshape((2, 2, 3))\nprint(tensor)\n# [[[ 0  1  2]\n#   [ 3  4  5]]\n#  [[ 6  7  8]\n#   [ 9 10 11]]]<\/pre>\n\n\n\n<p>\u4e0a\u8a18\u306e\u4f8b\u3067\u306f\u3001arange\u95a2\u6570\u3067\u751f\u6210\u3057\u305f1\u6b21\u5143\u306e\u6570\u5217\u3092\u3001reshape\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3063\u30662\u6b21\u5143\u306e\u884c\u5217\u30843\u6b21\u5143\u306e\u30c6\u30f3\u30bd\u30eb\u306b\u5909\u63db\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001arange\u95a2\u6570\u3068reshape\u30e1\u30bd\u30c3\u30c9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4efb\u610f\u306e\u5f62\u72b6\u306e\u591a\u6b21\u5143\u914d\u5217\u3092\u7c21\u5358\u306b\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u30d7\u30ed\u30c3\u30c8\u7528\u306e\u30c7\u30fc\u30bf\u70b9\u751f\u6210\u306b\u4f7f\u3046<\/h3>\n\n\n\n<p>arange\u95a2\u6570\u3092\u4f7f\u3063\u3066\u3001\u30b0\u30e9\u30d5\u306ex\u8ef8\u3084y\u8ef8\u306e\u30c7\u30fc\u30bf\u70b9\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002matplotlib\u306a\u3069\u306e\u30b0\u30e9\u30d5\u63cf\u753b\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u304c\u5bb9\u6613\u306b\u306a\u308a\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 numpy as np\nimport matplotlib.pyplot as plt\n\n# x\u8ef8\u306e\u30c7\u30fc\u30bf\u70b9\u3092\u751f\u6210\nx = np.arange(0, 6, 0.1)\n\n# y\u8ef8\u306e\u30c7\u30fc\u30bf\u70b9\u3092\u751f\u6210\ny = np.sin(x)\n\n# \u30b0\u30e9\u30d5\u306e\u30d7\u30ed\u30c3\u30c8\nplt.plot(x, y)\nplt.show()<\/pre>\n\n\n\n<p>\u4e0a\u8a18\u306e\u4f8b\u3067\u306f\u3001arange\u95a2\u6570\u3092\u4f7f\u3063\u3066x\u8ef8\u306e\u30c7\u30fc\u30bf\u70b9\u3092\u751f\u6210\u3057\u3001\u305d\u308c\u3092\u5143\u306by\u8ef8\u306e\u30c7\u30fc\u30bf\u70b9\u3092\u8a08\u7b97\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001matplotlib\u3092\u4f7f\u3063\u3066\u30b0\u30e9\u30d5\u3092\u63cf\u753b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001arange\u95a2\u6570\u3092\u4f7f\u3048\u3070\u3001\u30b0\u30e9\u30d5\u63cf\u753b\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u70b9\u3092\u7c21\u5358\u306b\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u3088\u3046\u306b\u3001arange\u95a2\u6570\u306f\u7b49\u5dee\u6570\u5217\u306e\u751f\u6210\u3001\u884c\u5217\u3084\u30c6\u30f3\u30bd\u30eb\u306e\u751f\u6210\u3001\u30b0\u30e9\u30d5\u7528\u30c7\u30fc\u30bf\u70b9\u306e\u751f\u6210\u306a\u3069\u3001\u69d8\u3005\u306a\u5834\u9762\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002arange\u95a2\u6570\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u3067\u3001\u6570\u5024\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-10\">arange\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001numpy\u306earange\u95a2\u6570\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u5b9f\u7528\u7684\u306a\u4f7f\u7528\u4f8b\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u3053\u3053\u3067\u306f\u3001arange\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u632f\u308a\u8fd4\u308a\u3001\u4eca\u5f8c\u306e\u6d3b\u7528\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-11\">arange\u95a2\u6570\u306e\u57fa\u672c\u3092\u304a\u3055\u3089\u3044<\/h3>\n\n\n\n<p>arange\u95a2\u6570\u306e\u57fa\u672c\u7684\u306a\u69cb\u6587\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\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=\"\">numpy.arange(start, stop, step, dtype)<\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>start: \u751f\u6210\u3059\u308b\u6570\u5217\u306e\u958b\u59cb\u5024\u3002\u7701\u7565\u3059\u308b\u30680\u304c\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>stop: \u751f\u6210\u3059\u308b\u6570\u5217\u306e\u7d42\u4e86\u5024\u3002\u3053\u306e\u5024\u306f\u6570\u5217\u306b\u542b\u307e\u308c\u307e\u305b\u3093\u3002<\/li>\n\n\n\n<li>step: \u6570\u5217\u306e\u523b\u307f\u5e45\u3002\u7701\u7565\u3059\u308b\u30681\u304c\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>dtype: \u51fa\u529b\u914d\u5217\u306e\u30c7\u30fc\u30bf\u578b\u3002\u7701\u7565\u3059\u308b\u3068\u3001\u5f15\u6570\u304b\u3089\u9069\u5207\u306a\u30c7\u30fc\u30bf\u578b\u304c\u63a8\u6e2c\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>arange\u95a2\u6570\u306f\u3001\u6307\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3068\u523b\u307f\u5e45\u306b\u57fa\u3065\u3044\u3066\u7b49\u5dee\u6570\u5217\u3092numpy\u914d\u5217(ndarray)\u3068\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001arange\u95a2\u6570\u306e\u57fa\u672c\u7684\u306a\u4f7f\u7528\u4f8b\u3067\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 numpy as np\n\n# 0\u304b\u30899\u307e\u3067\u306e\u6574\u6570\u3092\u751f\u6210\narr1 = np.arange(10)\nprint(arr1)  # [0 1 2 3 4 5 6 7 8 9]\n\n# 1\u304b\u308910\u307e\u3067\u306e0.5\u523b\u307f\u306e\u5b9f\u6570\u3092\u751f\u6210\narr2 = np.arange(1, 10.1, 0.5)\nprint(arr2)  # [1.  1.5 2.  2.5 3.  3.5 4.  4.5 5.  5.5 6.  6.5 7.  7.5 8.  8.5 9.  9.5 10. ]<\/pre>\n\n\n\n<p>\u305f\u3060\u3057\u3001arange\u95a2\u6570\u3092\u4f7f\u3046\u969b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6d6e\u52d5\u5c0f\u6570\u70b9\u6570\u3092\u4f7f\u3046\u5834\u5408\u3001\u4e38\u3081\u8aa4\u5dee\u304c\u751f\u3058\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5927\u304d\u306a\u6570\u5217\u3092\u751f\u6210\u3059\u308b\u5834\u5408\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u591a\u304f\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8ca0\u306e\u30b9\u30c6\u30c3\u30d7\u5024\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\u3001start\u306e\u5024\u306fstop\u306e\u5024\u3088\u308a\u5927\u304d\u304f\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\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 numpy as np\n\n# \u6d6e\u52d5\u5c0f\u6570\u70b9\u6570\u306e\u4e38\u3081\u8aa4\u5dee\u306e\u4f8b\narr1 = np.arange(0, 1, 0.1)\nprint(arr1)  # [0.  0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9]\nprint(arr1.tolist())  # [0.0, 0.1, 0.2, 0.30000000000000004, 0.4, 0.5, 0.6000000000000001, 0.7000000000000001, 0.8, 0.9]\n\n# \u8ca0\u306e\u30b9\u30c6\u30c3\u30d7\u5024\u306e\u4f8b\narr2 = np.arange(10, 0, -1)\nprint(arr2)  # [10  9  8  7  6  5  4  3  2  1]<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-12\">\u3053\u308c\u304b\u3089\u306farange\u95a2\u6570\u3092\u6d3b\u7528\u3057\u3088\u3046<\/h3>\n\n\n\n<p>arange\u95a2\u6570\u306f\u3001\u7b49\u5dee\u6570\u5217\u306e\u751f\u6210\u3001\u884c\u5217\u3084\u30c6\u30f3\u30bd\u30eb\u306e\u751f\u6210\u3001\u30d7\u30ed\u30c3\u30c8\u7528\u30c7\u30fc\u30bf\u70b9\u306e\u751f\u6210\u306a\u3069\u3001\u69d8\u3005\u306a\u5834\u9762\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002numpy\u306e\u4ed6\u306e\u95a2\u6570\u3084\u30e1\u30bd\u30c3\u30c9\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6570\u5024\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u53ef\u8aad\u6027\u3068\u4fdd\u5b88\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u3001arange\u95a2\u6570\u3092\u4f7f\u3046\u969b\u306b\u306f\u9069\u5207\u306a\u5909\u6570\u540d\u3092\u4ed8\u3051\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30e1\u30f3\u30c8\u3092\u5165\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305farange\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u3092\u53c2\u8003\u306b\u3001\u5b9f\u969b\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u6d3b\u7528\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002arange\u95a2\u6570\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u3067\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u6d17\u7df4\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092\u66f8\u3051\u308b\u3088\u3046\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<p>numpy\u3068arange\u95a2\u6570\u306b\u3064\u3044\u3066\u7406\u89e3\u3092\u6df1\u3081\u3089\u308c\u305f\u3089\u3001\u305c\u3072\u4ed6\u306enumpy\u306e\u95a2\u6570\u3084\u30e1\u30bd\u30c3\u30c9\u306b\u3064\u3044\u3066\u3082\u5b66\u3093\u3067\u307f\u307e\u3057\u3087\u3046\u3002numpy\u306b\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u6570\u5024\u8a08\u7b97\u306b\u5f79\u7acb\u3064\u591a\u69d8\u306a\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u91ce\u3067\u6d3b\u8e8d\u3067\u304d\u308b\u529b\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\u3067\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046\u969b\u306b\u6b20\u304b\u305b\u306a\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308bnumpy\u306earange\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u3092\u3001\u521d\u5fc3\u8005\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u57fa\u672c\u7684\u306a\u4f7f\u7528\u65b9\u6cd5\u304b\u3089\u5b9f\u7528\u7684\u306a\u4f8b\u307e\u3067\u3001arange\u95a2\u6570\u306e\u6d3b\u7528\u65b9\u6cd5\u3092\u8eab\u306b\u3064\u3051\u307e\u3057 &#8230; 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