{"id":2335,"date":"2023-07-22T17:21:17","date_gmt":"2023-07-22T17:21:17","guid":{"rendered":"https:\/\/statorials.org\/ja\/runtimewarning-double_scalars-%e3%81%a6%e3%82%99%e7%84%a1%e5%8a%b9%e3%81%aa%e5%80%a4%e3%81%8b%e3%82%99%e6%a4%9c%e5%87%ba%e3%81%95%e3%82%8c%e3%81%be%e3%81%97%e3%81%9f\/"},"modified":"2023-07-22T17:21:17","modified_gmt":"2023-07-22T17:21:17","slug":"runtimewarning-double_scalars-%e3%81%a6%e3%82%99%e7%84%a1%e5%8a%b9%e3%81%aa%e5%80%a4%e3%81%8b%e3%82%99%e6%a4%9c%e5%87%ba%e3%81%95%e3%82%8c%e3%81%be%e3%81%97%e3%81%9f","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/runtimewarning-double_scalars-%e3%81%a6%e3%82%99%e7%84%a1%e5%8a%b9%e3%81%aa%e5%80%a4%e3%81%8b%e3%82%99%e6%a4%9c%e5%87%ba%e3%81%95%e3%82%8c%e3%81%be%e3%81%97%e3%81%9f\/","title":{"rendered":"\u4fee\u6b63\u65b9\u6cd5: runtimewarning: double_scalars \u3067\u7121\u52b9\u306a\u5024\u304c\u691c\u51fa\u3055\u308c\u307e\u3057\u305f"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Python \u3067\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30a8\u30e9\u30fc\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>runtimewarning: invalid value encountered in double_scalars\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30a8\u30e9\u30fc\u306f\u3001\u6975\u7aef\u306b\u5c0f\u3055\u3044\u6570\u5024\u307e\u305f\u306f\u6975\u7aef\u306b\u5927\u304d\u3044\u6570\u5024\u3092\u542b\u3080\u6570\u5b66\u6f14\u7b97\u3092\u5b9f\u884c\u3057\u3088\u3046\u3068\u3057\u305f\u3068\u304d\u306b\u3001Python \u304c\u7d50\u679c\u3068\u3057\u3066 NaN \u5024\u3092\u751f\u6210\u3059\u308b\u3060\u3051\u3067\u767a\u751f\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u3053\u306e\u30a8\u30e9\u30fc\u3092\u5b9f\u969b\u306b\u4fee\u6b63\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30a8\u30e9\u30fc\u3092\u518d\u73fe\u3059\u308b\u65b9\u6cd5<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">2 \u3064\u306e NumPy \u914d\u5217\u3092\u4f7f\u7528\u3057\u3066\u6b21\u306e\u6570\u5b66\u6f14\u7b97\u3092\u5b9f\u884c\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#define two NumPy arrays\n<\/span>array1 = np. <span style=\"color: #3366ff;\">array<\/span> ([[1100, 1050]])\narray2 = np. <span style=\"color: #3366ff;\">array<\/span> ([[1200, 4000]])\n\n<span style=\"color: #008080;\">#perform complex mathematical operation\n<\/span>n.p. <span style=\"color: #3366ff;\">exp<\/span> (-3*array1). <span style=\"color: #3366ff;\">sum<\/span> () \/ np. <span style=\"color: #3366ff;\">exp<\/span> (-3*array2). <span style=\"color: #3366ff;\">sum<\/span> ()\n\nRuntimeWarning: invalid value encountered in double_scalars\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5206\u6bcd\u306e\u7d50\u679c\u304c\u30bc\u30ed\u306b\u975e\u5e38\u306b\u8fd1\u3044\u305f\u3081\u3001 <strong>RuntimeWarning<\/strong>\u304c\u8fd4\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u3001\u9664\u7b97\u554f\u984c\u306e\u7b54\u3048\u304c\u975e\u5e38\u306b\u5927\u304d\u304f\u306a\u308a\u3001Python \u3067\u306f\u305d\u306e\u3088\u3046\u306a\u5927\u304d\u306a\u5024\u3092\u51e6\u7406\u3067\u304d\u306a\u3044\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30a8\u30e9\u30fc\u3092\u4fee\u6b63\u3059\u308b\u65b9\u6cd5<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u901a\u5e38\u3001\u3053\u306e\u30bf\u30a4\u30d7\u306e\u30a8\u30e9\u30fc\u3092\u4fee\u6b63\u3059\u308b\u65b9\u6cd5\u306f\u3001\u8a08\u7b97\u3067\u975e\u5e38\u306b\u5c0f\u3055\u3044\u5024\u307e\u305f\u306f\u975e\u5e38\u306b\u5927\u304d\u3044\u5024\u3092\u51e6\u7406\u3067\u304d\u308b\u5225\u306e Python \u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u7279\u5225\u306a\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5834\u5408\u3001SciPy \u30e9\u30a4\u30d6\u30e9\u30ea\u306e<strong>logsumexp()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">special<\/span> <span style=\"color: #008000;\">import<\/span> logsumexp\n\n<span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#define two NumPy arrays\n<\/span>array1 = np. <span style=\"color: #3366ff;\">array<\/span> ([[1100, 1050]])\narray2 = np. <span style=\"color: #3366ff;\">array<\/span> ([[1200, 4000]])\n\n<span style=\"color: #008080;\">#perform complex mathematical operation\n<\/span>n.p. <span style=\"color: #3366ff;\">exp<\/span> (logsumexp(-3*array1) - logsumexp(-3*array2))\n\n2.7071782767869983e+195\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u306f\u975e\u5e38\u306b\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306e\u7a2e\u985e\u306e\u6570\u5024\u3092\u51e6\u7406\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f SciPy \u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u7279\u5225\u306a\u6570\u5b66\u95a2\u6570\u3092\u4f7f\u7528\u3057\u305f\u305f\u3081\u3001\u30a8\u30e9\u30fc\u306f\u767a\u751f\u3057\u306a\u3044\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u591a\u304f\u306e\u5834\u5408\u3001\u3053\u308c\u3089\u306e\u95a2\u6570\u306f\u79d1\u5b66\u8a08\u7b97\u7528\u306b\u7279\u5225\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6975\u7aef\u306a\u6570\u5b66\u6f14\u7b97\u3092\u51e6\u7406\u3067\u304d\u308b<a href=\"https:\/\/scipy.org\/\" target=\"_blank\" rel=\"noopener\">SciPy \u30e9\u30a4\u30d6\u30e9\u30ea<\/a>\u5185\u306e\u7279\u5225\u306a\u95a2\u6570\u3092\u63a2\u3059\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8<\/strong>: <strong>logsumexp()<\/strong>\u95a2\u6570\u306e\u5b8c\u5168\u306a\u30aa\u30f3\u30e9\u30a4\u30f3 \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f<a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.special.logsumexp.html\" target=\"_blank\" rel=\"noopener\">\u3001\u3053\u3053\u3067<\/a>\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u306e\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30a8\u30e9\u30fc\u3092\u4fee\u6b63\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/\u30cf\u309a\u30f3\u30bf\u3099\u30ad\u30fc\u30a8\u30e9\u30fc\/\" target=\"_blank\" rel=\"noopener\">\u30d1\u30f3\u30c0\u306e KeyError \u3092\u4fee\u6b63\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/valueerror-\u306f-float-nan-\u3092\u6574\u6570\u306b\u5909\u63db\u3066\u3099\u304d\u307e\u305b\u3093\/\" target=\"_blank\" rel=\"noopener\">\u4fee\u6b63\u65b9\u6cd5: ValueError: float NaN \u3092 int \u306b\u5909\u63db\u3067\u304d\u307e\u305b\u3093<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30aa\u30d8\u309a\u30e9\u30f3\u30c8\u3099\u3092\u30d5\u30a9\u30fc\u30e0\u3066\u3099\u30d5\u3099\u30ed\u30fc\u30c8\u3099\u30ad\u30e3\u30b9\u30c8\u3066\u3099\u304d\u307e\u305b\u3093\u3066\u3099\u3057\u305f\/\" target=\"_blank\" rel=\"noopener\">\u4fee\u6b63\u65b9\u6cd5: ValueError: \u30aa\u30da\u30e9\u30f3\u30c9\u3092\u30b7\u30a7\u30a4\u30d7\u3067\u30d6\u30ed\u30fc\u30c9\u30ad\u30e3\u30b9\u30c8\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python \u3067\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30a8\u30e9\u30fc\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002 runtimewarning: invalid value encountered in double_scalars \u3053\u306e\u30a8\u30e9\u30fc\u306f\u3001\u6975\u7aef\u306b\u5c0f\u3055\u3044\u6570\u5024\u307e\u305f\u306f\u6975 [&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-2335","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\/ 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