{"id":71835,"date":"2018-09-11T15:18:58","date_gmt":"2018-09-11T06:18:58","guid":{"rendered":"https:\/\/www.sejuku.net\/blog\/?p=71835"},"modified":"2024-05-06T11:51:44","modified_gmt":"2024-05-06T02:51:44","slug":"%e3%80%90numpy%e5%85%a5%e9%96%80-np-argsort%e3%80%91","status":"publish","type":"post","link":"https:\/\/www.sejuku.net\/blog\/71835","title":{"rendered":"\u3010NumPy\u5165\u9580 np.argsort\u3011\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8fd4\u3059\u95a2\u6570"},"content":{"rendered":"

\u3053\u3093\u306b\u3061\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u306e\u30d5\u30af\u30ed\u30a6<\/a>\u3067\u3059\uff01<\/p>\n

NumPy\u306b\u306f\u3001\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3059\u308b\u95a2\u6570\u306enp.sort<\/strong><\/span>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n \n

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\u3010NumPy\u5165\u9580 np.sort\u3011\u914d\u5217\u3092\u6607\u9806\u306b\u30bd\u30fc\u30c8\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u5b66\u307c\u3046<\/div>\n
\u66f4\u65b0\u65e5\uff1a2024\u5e745\u67086\u65e5<\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/a>\n \n

\u3053\u308c\u306b\u5bfe\u3057\u3066\u3001\u30bd\u30fc\u30c8\u3057\u305f\u914d\u5217\u306e\u8981\u7d20\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8fd4\u3059\u95a2\u6570<\/strong><\/span>\u304cnp.argsort<\/strong><\/span>\u3067\u3059\u3002<\/p>\n

\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001np.argsort\u95a2\u6570\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/strong><\/span>\u304b\u3089\u3001\u591a\u6b21\u5143\u914d\u5217\u306b\u5bfe\u3059\u308b\u4f7f\u3044\u65b9<\/strong><\/span>\u307e\u3067\u3092\u3054\u8aac\u660e\u3057\u307e\u3059\uff01<\/p>\n

np.argsort\u3067\u4e00\u6b21\u5143\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3059\u308b<\/h2>\n

\u3053\u306e\u8a18\u4e8b\u3067\u4f7f\u3063\u3066\u3044\u308bf-strings<\/strong><\/span>\u3068\u3044\u3046\u6a5f\u80fd\u306f\u6bd4\u8f03\u7684\u65b0\u3057\u3044\u66f8\u304d\u65b9\u306a\u306e\u3067\u3001\u6c17\u306b\u306a\u3063\u305f\u65b9\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u78ba\u8a8d\u3057\u3066\u4e0b\u3055\u3044\u306d\u3002<\/p>\n \n

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Python\u3067\u6587\u5b57\u5217\u3092\u51fa\u529b\u3059\u308bprint\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u307e\u3068\u3081<\/div>\n
\u66f4\u65b0\u65e5\uff1a2024\u5e745\u67086\u65e5<\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/a>\n \n

\u3055\u3066\u3001\u307e\u305a\u306f\u7c21\u5358\u306a\u4f7f\u3044\u65b9\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u4f7f\u3044\u65b9\u306fnp.sort\u3068\u540c\u69d8<\/strong><\/span>\u3067\u3059\uff01<\/p>\n

import numpy as np\r\na = np.random.random(5)\r\n\r\nprint(\r\n    f\"\"\"Original a\r\n    {a}\r\n    \r\n    np.sort(a)\r\n    {np.sort(a)}\r\n    \r\n    np.argsort(a)\r\n    {np.argsort(a)}\r\n    \"\"\"\r\n)<\/pre>\n
[\u51fa\u529b\u7d50\u679c]<\/p>\n
Original a\r\n    [0.4142068  0.5381178  0.53869381 0.16719389 0.14693401]\r\n    \r\n    np.sort(a)\r\n    [0.14693401 0.16719389 0.4142068  0.5381178  0.53869381]\r\n    \r\n    np.argsort(a)\r\n    [4 3 0 1 2]\r\n<\/pre>\n
np.sort\u95a2\u6570\u306e\u51fa\u529b\u5024\u3092\u78ba\u8a8d\u3057\u305f\u3089\u3001\u5404\u8981\u7d20\u304c\u5143\u306e\u914d\u5217\u306e\u3069\u306eIndex\u3060\u3063\u305f\u304b\u3092\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n
\u3057\u3063\u304b\u308anp.argsort\u306e\u51fa\u529b\u3068\u540c\u3058\u306b\u306a\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n
np.argsort\u3067\u591a\u6b21\u5143\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3059\u308b<\/h2>\n
\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/h3>\n
\u3055\u3066\u3001argsort\u306f\u51fa\u529b\u304cindex\u306b\u306a\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u591a\u6b21\u5143\u914d\u5217\u3067\u3082\u4f7f\u3044\u65b9\u306fnp.sort\u3068\u540c\u3058\u3067\u3059\u3002<\/p>\n
\u3069\u306e\u3088\u3046\u306a\u52d5\u4f5c\u3092\u3059\u308b\u304b\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n
b = np.random.random((4,5))\r\n\r\nprint(\r\n    f\"\"\"Original b\r\n    {b}\r\n    \r\n    np.sort(b)\r\n    {np.sort(b)}\r\n    \r\n    np.argsort(b)\r\n    {np.argsort(b)}\r\n    \"\"\"\r\n)<\/pre>\n
[\u51fa\u529b\u7d50\u679c]<\/p>\n
Original b\r\n    [[0.97935047 0.90121107 0.80337142 0.18207252 0.23487007]\r\n [0.70830563 0.18397233 0.06510502 0.12959257 0.54751296]\r\n [0.40600083 0.12071886 0.03439174 0.82277469 0.3728914 ]\r\n [0.17822189 0.33712262 0.487275   0.89956249 0.95184833]]\r\n    \r\n    np.sort(b)\r\n    [[0.18207252 0.23487007 0.80337142 0.90121107 0.97935047]\r\n [0.06510502 0.12959257 0.18397233 0.54751296 0.70830563]\r\n [0.03439174 0.12071886 0.3728914  0.40600083 0.82277469]\r\n [0.17822189 0.33712262 0.487275   0.89956249 0.95184833]]\r\n    \r\n    np.argsort(b)\r\n    [[3 4 2 1 0]\r\n [2 3 1 4 0]\r\n [2 1 4 0 3]\r\n [0 1 2 3 4]]<\/pre>\n
\u30bd\u30fc\u30c8\u3057\u305f\u3044\u914d\u5217\u3060\u3051\u3092\u5f15\u6570\u306b\u3059\u308b\u3068\u3001\u5404\u884c\u306e\u4e2d\u3067\u30bd\u30fc\u30c8\u3092\u884c\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u306d\u3002<\/p>\n
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axis\u3092\u4f7f\u3063\u305fargsort<\/h3>\n
\u591a\u6b21\u5143\u914d\u5217\u306e\u30bd\u30fc\u30c8\u3067\u306f\u3001axis\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6307\u5b9a<\/strong><\/span>\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
axis\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3059\u308b\u8ef8\u3092\u5909\u66f4<\/strong><\/span>\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
axis=0<\/h4>\n
axis=0<\/strong><\/span>\u3067\u306f\u3001\u5217\u3054\u3068\u306b\u898b\u3066\u8981\u7d20\u3092\u30bd\u30fc\u30c8<\/strong><\/span>\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
print(\r\n    f\"\"\"Original b\r\n    {b}\r\n    \r\n    np.sort(b)\r\n    {np.sort(b, axis=0)}\r\n    \r\n    np.argsort(b)\r\n    {np.argsort(b, axis=0)}\r\n    \"\"\"\r\n)<\/pre>\n
[\u51fa\u529b\u7d50\u679c]<\/p>\n
Original b\r\n    [[0.97935047 0.90121107 0.80337142 0.18207252 0.23487007]\r\n [0.70830563 0.18397233 0.06510502 0.12959257 0.54751296]\r\n [0.40600083 0.12071886 0.03439174 0.82277469 0.3728914 ]\r\n [0.17822189 0.33712262 0.487275   0.89956249 0.95184833]]\r\n    \r\n    np.sort(b)\r\n    [[0.17822189 0.12071886 0.03439174 0.12959257 0.23487007]\r\n [0.40600083 0.18397233 0.06510502 0.18207252 0.3728914 ]\r\n [0.70830563 0.33712262 0.487275   0.82277469 0.54751296]\r\n [0.97935047 0.90121107 0.80337142 0.89956249 0.95184833]]\r\n    \r\n    np.argsort(b)\r\n    [[3 2 2 1 0]\r\n [2 1 1 0 2]\r\n [1 3 3 2 1]\r\n [0 0 0 3 3]]\r\n<\/pre>\n
axis=1<\/h4>\n
axis=1<\/strong><\/span>\u3067\u306f\u3001\u884c\u3054\u3068\u306b\u898b\u3066\u8981\u7d20\u3092\u30bd\u30fc\u30c8<\/strong><\/span>\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
print(\r\n    f\"\"\"Original b\r\n    {b}\r\n    \r\n    np.sort(b)\r\n    {np.sort(b, axis=1)}\r\n    \r\n    np.argsort(b)\r\n    {np.argsort(b, axis=1)}\r\n    \"\"\"\r\n)<\/pre>\n
[\u51fa\u529b\u7d50\u679c]<\/p>\n
Original b\r\n    [[0.97657721 0.36010893 0.14086801]\r\n [0.09089705 0.92285532 0.27189188]]\r\n    \r\n    np.sort(b)\r\n    [[0.14086801 0.36010893 0.97657721]\r\n [0.09089705 0.27189188 0.92285532]]\r\n    \r\n    np.argsort(b)\r\n    [[2 1 0]\r\n [0 2 1]]\r\n<\/pre>\n
\u3053\u308c\u3089\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u3088\u308a\u67d4\u8edf\u306a\u30bd\u30fc\u30c8\u304c\u3067\u304d\u307e\u3059\u306d\u3002<\/p>\n
\u307e\u3068\u3081<\/h2>\n
\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u914d\u5217\u306e\u30bd\u30fc\u30c8\u3057\u305f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8fd4\u3059\u95a2\u6570\u3067\u3042\u308bnp.argsort\u3092\u7d39\u4ecb<\/strong><\/span>\u3057\u307e\u3057\u305f\u3002<\/p>\n
\u6700\u5927\u5024\u3084\u6700\u5c0f\u5024\u306e\u307f\u3092\u53d6\u308a\u51fa\u3059\u6a5f\u80fd\u306f\u3042\u308a\u307e\u3057\u305f\u304c\u3001np.argsort\u3092\u4f7f\u3048\u3070<\/p>\n
    \n
  • \u4e0a\u4f4dN\u500b\u306e\u8981\u7d20\u3092\u53d6\u308a\u51fa\u3059<\/strong><\/span><\/li>\n
  • \u4e0b\u4f4dN\u500b\u306e\u8981\u7d20\u3092\u53d6\u308a\u51fa\u3059<\/strong><\/span><\/li>\n<\/ul>\n
    \u306a\u3069\u306e\u64cd\u4f5c\u3082\u7c21\u5358\u306b\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \u305c\u3072\u899a\u3048\u3066\u4fbf\u5229\u306b\u4f7f\u3044\u3053\u306a\u3057\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"
    \u3053\u3093\u306b\u3061\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u306e\u30d5\u30af\u30ed\u30a6\u3067\u3059\uff01 NumPy\u306b\u306f\u3001\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3059\u308b\u95a2\u6570\u306enp.sort\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u308c\u306b\u5bfe\u3057\u3066\u3001\u30bd\u30fc\u30c8\u3057\u305f\u914d\u5217\u306e\u8981\u7d20\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8fd4\u3059\u95a2\u6570\u304cnp.argsort\u3067\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001np. […]<\/p>\n","protected":false},"author":4,"featured_media":71985,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"swell_btn_cv_data":"","footnotes":""},"categories":[2350],"tags":[1888],"class_list":["post-71835","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-study","tag-ai-python-numpy"],"acf":[],"yoast_head":"\n\u3010NumPy\u5165\u9580 np.argsort\u3011\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8fd4\u3059\u95a2\u6570 | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010NumPy\u5165\u9580 np.argsort\u3011\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8fd4\u3059\u95a2\u6570 \u300d\u306b\u3064\u3044\u3066\u3001\u8ab0\u3067\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3081\u3070\u3001\u3042\u306a\u305f\u306e\u60a9\u307f\u304c\u89e3\u6c7a\u3059\u308b\u3060\u3051\u3058\u3083\u306a\u304f\u3001\u65b0\u305f\u306a\u6c17\u4ed8\u304d\u3082\u767a\u898b\u3067\u304d\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u304a\u60a9\u307f\u306e\u65b9\u306f\u305c\u3072\u3054\u4e00\u8aad\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.sejuku.net\/blog\/71835\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010NumPy\u5165\u9580 np.argsort\u3011\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8fd4\u3059\u95a2\u6570 | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010NumPy\u5165\u9580 np.argsort\u3011\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8fd4\u3059\u95a2\u6570 \u300d\u306b\u3064\u3044\u3066\u3001\u8ab0\u3067\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3081\u3070\u3001\u3042\u306a\u305f\u306e\u60a9\u307f\u304c\u89e3\u6c7a\u3059\u308b\u3060\u3051\u3058\u3083\u306a\u304f\u3001\u65b0\u305f\u306a\u6c17\u4ed8\u304d\u3082\u767a\u898b\u3067\u304d\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u304a\u60a9\u307f\u306e\u65b9\u306f\u305c\u3072\u3054\u4e00\u8aad\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta property=\"og:url\" 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