{"id":1934,"date":"2023-07-24T09:32:53","date_gmt":"2023-07-24T09:32:53","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%b9%be%e4%bd%95%e5%b9%b3%e5%9d%87%e3%83%8f%e3%82%9a%e3%82%a4%e3%82%bd%e3%83%b3\/"},"modified":"2023-07-24T09:32:53","modified_gmt":"2023-07-24T09:32:53","slug":"%e5%b9%be%e4%bd%95%e5%b9%b3%e5%9d%87%e3%83%8f%e3%82%9a%e3%82%a4%e3%82%bd%e3%83%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%b9%be%e4%bd%95%e5%b9%b3%e5%9d%87%e3%83%8f%e3%82%9a%e3%82%a4%e3%82%bd%e3%83%b3\/","title":{"rendered":"Python \u3067\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Python \u3067\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f 2 \u3064\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1: SciPy \u3092\u4f7f\u7528\u3057\u3066\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> gmean\n\n<span style=\"color: #008080;\">#calculate geometric mean\n<\/span>gmean([value1, value2, value3, ...])\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2: NumPy \u3092\u4f7f\u7528\u3057\u3066\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define custom function\n<\/span><span style=\"color: #008000;\">def<\/span> g_mean(x):\n    a = np. <span style=\"color: #3366ff;\">log<\/span> (x)\n    <span style=\"color: #008000;\">return<\/span> np. <span style=\"color: #3366ff;\">exp<\/span> ( <span style=\"color: #3366ff;\">a.mean<\/span> ())\n\n<span style=\"color: #008080;\">#calculate geometric mean<\/span>\ng_mean([value1, value2, value3, ...])<\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3069\u3061\u3089\u306e\u30e1\u30bd\u30c3\u30c9\u3082\u307e\u3063\u305f\u304f\u540c\u3058\u7d50\u679c\u3092\u8fd4\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u3053\u308c\u3089\u306e\u5404\u30e1\u30bd\u30c3\u30c9\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: SciPy \u3092\u4f7f\u7528\u3057\u3066\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <a href=\"https:\/\/www.scipy.org\/\" target=\"_blank\" rel=\"noopener\">SciPy<\/a>\u30e9\u30a4\u30d6\u30e9\u30ea\u306e<strong>gmean()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u5024\u306e\u914d\u5217\u306e\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\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: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> gmean\n\n<span style=\"color: #008080;\">#calculate geometric mean\n<\/span>gmean([1, 4, 7, 6, 6, 4, 8, 9])\n\n4.81788719702029\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5e7e\u4f55\u5e73\u5747\u306f<strong>4.8179<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: NumPy \u3092\u4f7f\u7528\u3057\u3066\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <a href=\"https:\/\/numpy.org\/\" target=\"_blank\" rel=\"noopener\">NumPy<\/a>\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u7d44\u307f\u8fbc\u307f\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u30ab\u30b9\u30bf\u30e0\u95a2\u6570\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: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define custom function\n<\/span><span style=\"color: #008000;\">def<\/span> g_mean(x):\n    a = np. <span style=\"color: #3366ff;\">log<\/span> (x)\n<span style=\"color: #008000;\">return<\/span> np. <span style=\"color: #3366ff;\">exp<\/span> ( <span style=\"color: #3366ff;\">a.mean<\/span> ())\n\n<span style=\"color: #008080;\">#calculate geometric mean\n<\/span>g_mean([1, 4, 7, 6, 6, 4, 8, 9])\n\n4.81788719702029<\/span>\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5e7e\u4f55\u5e73\u5747\u306f<strong>4.8179<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u3001\u524d\u306e\u4f8b\u306e\u7d50\u679c\u3068\u4e00\u81f4\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30bc\u30ed\u306e\u6271\u3044\u65b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u64cd\u4f5c\u3057\u3066\u3044\u308b\u914d\u5217\u306b\u30bc\u30ed\u304c\u3042\u308b\u5834\u5408\u3001\u3069\u3061\u3089\u306e\u30e1\u30bd\u30c3\u30c9\u3082\u30bc\u30ed\u3092\u8fd4\u3059\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u524d\u306b\u914d\u5217\u304b\u3089\u30bc\u30ed\u3092\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create array with some zeros\n<\/span>x = [1, 0, 0, 6, 6, 0, 8, 9]\n\n<span style=\"color: #008080;\">#remove zeros from array \n<\/span>x_new = [i <span style=\"color: #008000;\">for<\/span> i <span style=\"color: #008000;\">in<\/span> x <span style=\"color: #008000;\">if<\/span> i != 0]\n\n<span style=\"color: #008080;\">#view updated array\n<\/span><span style=\"color: #993300;\">print<\/span> (x_new)\n\n[1, 6, 6, 8, 9]\n<\/span><\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u4e8c\u4e57\u8aa4\u5deepython\u3092\u610f\u5473\u3057\u307e\u3059\/\" target=\"_blank\" rel=\"noopener\">Python \u3067\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee (MSE) \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u7d76\u5bfe\u30a8\u30e9\u30fcpython\u3092\u610f\u5473\u3057\u307e\u3059\/\" target=\"_blank\" rel=\"noopener\">Python \u3067\u5e73\u5747\u7d76\u5bfe\u8aa4\u5dee\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python \u3067\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f 2 \u3064\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002 \u65b9\u6cd5 1: SciPy \u3092\u4f7f\u7528\u3057\u3066\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b from scipy. stats import gmean #calculate geometri [&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-1934","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python \u3067\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) - Statorials<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u914d\u5217\u306e\u5e7e\u4f55\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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