{"id":241,"date":"2014-09-04T06:00:31","date_gmt":"2014-09-03T21:00:31","guid":{"rendered":"https:\/\/www.dogrow.net\/python\/?p=241"},"modified":"2019-10-19T09:02:41","modified_gmt":"2019-10-19T00:02:41","slug":"blog56","status":"publish","type":"post","link":"https:\/\/www.dogrow.net\/python\/blog56\/","title":{"rendered":"(56) numpy\u914d\u5217\u8981\u7d20\u30920\uff5e1\u3067\u6b63\u898f\u5316"},"content":{"rendered":"<p>3\u884c5\u5217\u306e\u4e71\u6570\u914d\u5217a\u3092\u4f5c\u6210\u3059\u308b\u3002<br \/>\n\u3053\u3053\u3067\u306f\u898b\u3084\u3059\u3044\u3088\u3046\u306b\u5404\u8981\u7d20\u3092100\u500d\u3057\u305f\u5f8c\u306b\u6574\u6570\u5316\u3057\u3066\u3044\u308b\u3002<\/p>\n<pre>&gt;&gt;&gt; import numpy as np\r\n&gt;&gt;&gt; a = np.random.random((3,5)) * 100\r\n&gt;&gt;&gt; a\r\narray([[ 61.95240209,  19.78842754,  19.66424701,   5.21288021,  10.02728863],\r\n       [ 75.68367629,  66.49158917,   1.50172285,  61.8935986 ,  15.05438068],\r\n       [ 66.41067826,  38.32497801,   2.42314341,  18.44271156,  22.53073152]])\r\n&gt;&gt;&gt; a = a.astype(int)\r\n&gt;&gt;&gt; a\r\narray([[61, 19, 19,  5, 10],\r\n       [75, 66,  1, 61, 15],\r\n       [66, 38,  2, 18, 22]])\r\n<\/pre>\n<p>\u914d\u5217\u8981\u7d20\u306e\u6700\u5c0f\u5024\u3068\u6700\u5927\u5024\u3092\u53d6\u5f97\u3059\u308b\u3002<\/p>\n<pre>&gt;&gt;&gt; vmin = a.min()\r\n&gt;&gt;&gt; vmin\r\n1\r\n&gt;&gt;&gt; vmax = a.max()\r\n&gt;&gt;&gt; vmax\r\n75\r\n<\/pre>\n<p>\u914d\u5217a\u306e\u5168\u8981\u7d20\u306e\u5024\u3092\u3001\u6700\u5c0f\u5024\uff5e\u6700\u5927\u5024\u306e\u7bc4\u56f2\u3067\u6b63\u898f\u5316\u3057\u305f\u914d\u5217b\u3092\u4f5c\u6210\u3059\u308b\u3002<br \/>\n<span class=\"my_fc_deeppinkB\">\u203bnumpy\u3067\u306f\u3001MATLAB,octave\u306e\u3088\u3046\u306b(\u30d9\u30af\u30bf),(\u30b9\u30ab\u30e9)\u9593\u306e\u56db\u5247\u6f14\u7b97\u304c\u3067\u304d\u308b\u3002<\/span><\/p>\n<pre>&gt;&gt;&gt; b = (a - vmin).astype(float) \/ (vmax - vmin).astype(float)\r\n&gt;&gt;&gt; b\r\narray([[ 0.81081081,  0.24324324,  0.24324324,  0.05405405,  0.12162162],\r\n       [ 1.        ,  0.87837838,  0.        ,  0.81081081,  0.18918919],\r\n       [ 0.87837838,  0.5       ,  0.01351351,  0.22972973,  0.28378378]])\r\n<\/pre>\n<hr class=\"my_hr_bottom\">\n","protected":false},"excerpt":{"rendered":"<p>3\u884c5\u5217\u306e\u4e71\u6570\u914d\u5217a\u3092\u4f5c\u6210\u3059\u308b\u3002 \u3053\u3053\u3067\u306f\u898b\u3084\u3059\u3044\u3088\u3046\u306b\u5404\u8981\u7d20\u3092100\u500d\u3057\u305f\u5f8c\u306b\u6574\u6570\u5316\u3057\u3066\u3044\u308b\u3002 &gt;&gt;&gt; import numpy as np &gt;&gt;&gt; a = np.random.ra\u2026 <span class=\"read-more\"><a href=\"https:\/\/www.dogrow.net\/python\/blog56\/\">\u7d9a\u304d\u3092\u8aad\u3080 &raquo;<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-241","post","type-post","status-publish","format-standard","hentry","category-numpy"],"views":15489,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/posts\/241","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/comments?post=241"}],"version-history":[{"count":7,"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/posts\/241\/revisions"}],"predecessor-version":[{"id":2667,"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/posts\/241\/revisions\/2667"}],"wp:attachment":[{"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/media?parent=241"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/categories?post=241"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dogrow.net\/python\/wp-json\/wp\/v2\/tags?post=241"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}