{"id":3368,"date":"2023-07-17T20:20:50","date_gmt":"2023-07-17T20:20:50","guid":{"rendered":"https:\/\/statorials.org\/ja\/numpy-linspace-vs-arange\/"},"modified":"2023-07-17T20:20:50","modified_gmt":"2023-07-17T20:20:50","slug":"numpy-linspace-vs-arange","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/numpy-linspace-vs-arange\/","title":{"rendered":"Numpy: np.linspace \u3068 np.arange \u306e\u9055\u3044"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u4e00\u9023\u306e\u5024\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u3001 <strong>linspace<\/strong>\u3068<strong>arange<\/strong>\u306f\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b 2 \u3064\u306e NumPy \u95a2\u6570\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">2 \u3064\u306e\u95a2\u6570\u306e\u5fae\u5999\u306a\u9055\u3044\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><b>linspace \u3067\u306f<\/b>\u30b9\u30c6\u30c3\u30d7<em>\u6570<\/em>\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059<\/span><\/li>\n<li><span style=\"color: #000000;\"><b>arange \u3092<\/b>\u4f7f\u7528\u3059\u308b\u3068\u3001\u30b9\u30c6\u30c3\u30d7\u306e<em>\u30b5\u30a4\u30ba<\/em>\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u306e\u4f8b\u306f\u3001\u5404\u6a5f\u80fd\u306e\u5b9f\u969b\u306e\u4f7f\u7528\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b 1: np.linspace \u306e\u4f7f\u7528\u65b9\u6cd5<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\"><strong>np.linspace()<\/strong>\u95a2\u6570\u306f\u3001\u6b21\u306e\u57fa\u672c\u69cb\u6587\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>np.linspace(\u958b\u59cb\u3001\u505c\u6b62\u3001\u6570\u5024\u3001\u2026)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>start<\/strong> : \u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u958b\u59cb\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>stop<\/strong> : \u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u7d42\u4e86\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>num<\/strong> : \u751f\u6210\u3059\u308b\u5024\u306e\u6570<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>np.linspace()<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u30010 \u304b\u3089 20 \u307e\u3067\u306e\u7b49\u9593\u9694\u306e 11 \u500b\u306e\u5024\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create sequence of 11 evenly spaced values between 0 and 20\n<\/span>n.p. <span style=\"color: #3366ff;\">linspace<\/span> (0, 20, 11)\n\narray([ 0., 2., 4., 6., 8., 10., 12., 14., 16., 18., 20.])\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u306f\u30010 \u304b\u3089 20 \u307e\u3067\u306e\u7b49\u9593\u9694\u306b\u914d\u7f6e\u3055\u308c\u305f 11 \u500b\u306e\u5024\u306e\u914d\u5217\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001 <strong>np.linspace() \u306f<\/strong>\u5024\u9593\u306e\u8ddd\u96e2\u3092\u81ea\u52d5\u7684\u306b\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b 2: np.arange \u306e\u4f7f\u7528\u65b9\u6cd5<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\"><strong>np.arange()<\/strong>\u95a2\u6570\u306f\u3001\u6b21\u306e\u57fa\u672c\u69cb\u6587\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>np.arange(\u958b\u59cb\u3001\u505c\u6b62\u3001\u30b9\u30c6\u30c3\u30d7\u3001\u2026)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>start<\/strong> : \u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u958b\u59cb\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>stop<\/strong> : \u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u7d42\u4e86\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>step<\/strong> : \u5024\u9593\u306e\u9593\u9694<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>np.arange()<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u3001\u5404\u5024\u9593\u306e\u9593\u9694\u304c 2 \u3067\u3042\u308b 0 \u304b\u3089 20 \u307e\u3067\u306e\u5024\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create sequence of values between 0 and 20 where spacing is 2\n<\/span>n.p. <span style=\"color: #3366ff;\">arange<\/span> (0, 20, 2)\n\narray([ 0, 2, 4, 6, 8, 10, 12, 14, 16, 18])\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u306f\u3001\u5404\u5024\u9593\u306e\u9593\u9694\u304c 2 \u3067\u3042\u308b\u30010 \u304b\u3089 20 \u307e\u3067\u306e\u4e00\u9023\u306e\u5024\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001 <strong>np.arange() \u304c<\/strong>\u751f\u6210\u3059\u308b\u5024\u306e\u6570\u3092\u81ea\u52d5\u7684\u306b\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7570\u306a\u308b\u30b9\u30c6\u30c3\u30d7 \u30b5\u30a4\u30ba (4 \u306a\u3069) \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001 <strong>np.arange() \u306f<\/strong>\u751f\u6210\u3055\u308c\u308b\u5024\u306e\u5408\u8a08\u6570\u3092\u81ea\u52d5\u7684\u306b\u8abf\u6574\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create sequence of values between 0 and 20 where spacing is 4\n<\/span>n.p. <span style=\"color: #3366ff;\">arange<\/span> (0, 20, 4)\n\narray([ 0, 4, 8, 12, 16])\n<\/span><\/span><\/strong><\/pre>\n<h2><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u4ed6\u306e\u4e00\u822c\u7684\u306a\u64cd\u4f5c\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/\u304d\u3099\u3053\u3061\u306a\u3044\u5857\u308a\u3064\u3075\u3099\u3057\u914d\u5217\/\" target=\"_blank\" rel=\"noopener\">NumPy \u914d\u5217\u306b\u5024\u3092\u5165\u529b\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u306c\u308b\u306c\u308b\u7f6e\u63db\/\" target=\"_blank\" rel=\"noopener\">NumPy\u914d\u5217\u5185\u306e\u8981\u7d20\u3092\u7f6e\u63db\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/numpy-\u30ab\u30a6\u30f3\u30c8\u306e\u4e00\u610f\/\" target=\"_blank\" rel=\"noopener\">NumPy\u914d\u5217\u306e\u4e00\u610f\u306e\u5024\u3092\u30ab\u30a6\u30f3\u30c8\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u9023\u306e\u5024\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u3001 linspace\u3068arange\u306f\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b 2 \u3064\u306e NumPy \u95a2\u6570\u3067\u3059\u3002 2 \u3064\u306e\u95a2\u6570\u306e\u5fae\u5999\u306a\u9055\u3044\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002 linspace \u3067\u306f\u30b9\u30c6\u30c3\u30d7\u6570\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059 arange \u3092 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-3368","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast 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