{"id":123826,"date":"2024-03-24T12:46:23","date_gmt":"2024-03-24T03:46:23","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/python-%e3%81%a7%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%83%95%e3%82%a3%e3%83%83%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%97%e3%81%a6%e3%83%91%e3%83%a9%e3%83%a1%e3%83%bc%e3%82%bf%e3%82%92%e5%8f%96\/"},"modified":"2024-04-05T17:47:23","modified_gmt":"2024-04-05T08:47:23","slug":"python-%e3%81%a7%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%83%95%e3%82%a3%e3%83%83%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%97%e3%81%a6%e3%83%91%e3%83%a9%e3%83%a1%e3%83%bc%e3%82%bf%e3%82%92%e5%8f%96","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/python-%e3%81%a7%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%83%95%e3%82%a3%e3%83%83%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%97%e3%81%a6%e3%83%91%e3%83%a9%e3%83%a1%e3%83%bc%e3%82%bf%e3%82%92%e5%8f%96\/","title":{"rendered":"Python \u3067\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3057\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"

Python\u306escipy\u30e9\u30a4\u30d6\u30e9\u30ea\u306ecurve_fit\u95a2\u6570\u306f\u3001\u4efb\u610f\u306e\u975e\u7dda\u5f62\u95a2\u6570\u306e\u30ab\u30fc\u30d6\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u306f\u3058\u3081\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff1a<\/p>\n

import<\/span> numpy as<\/span> np\r\nfrom<\/span> scipy.optimize import<\/span> curve_fit\r\n<\/code><\/pre>\n
\u6b21\u306b\u3001\u6307\u6570\u95a2\u6570\u306e\u3088\u3046\u306b\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u975e\u7dda\u5f62\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u307e\u3059\uff1a<\/p>\n
def<\/span> func<\/span>(x, a, b, c<\/span>):\r\nreturn<\/span> a * np.exp(-b * x) + c\r\n<\/code><\/pre>\n
\u6b21\u306b\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3057\u307e\u3059\u3002x\u30c7\u30fc\u30bf\u3068y\u30c7\u30fc\u30bf\u306e\u7d44\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\n
x = np.array([0<\/span>, 1<\/span>, 2<\/span>, 3<\/span>, 4<\/span>, 5<\/span>])\r\ny = np.array([1<\/span>, 2.2<\/span>, 3.8<\/span>, 6.5<\/span>, 10.4<\/span>, 16.5<\/span>])\r\n<\/code><\/pre>\n
curve_fit\u95a2\u6570\u3067\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3059\u308b:<\/p>\n
params, params_covariance = curve_fit(func, x, y)\r\n<\/code><\/pre>\n
\u3046\u3061\u3001params \u306f\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306b\u3088\u308a\u5f97\u3089\u308c\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u3001params_covariance \u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5171\u5206\u6563\u884c\u5217\u3067\u3059\u3002<\/p>\n
\u6700\u5f8c\u306b\u3001\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3057\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u51fa\u529b\u3059\u308b\uff1a<\/p>\n
print<\/span>(params)\r\n<\/code><\/pre>\n
\u305d\u3046\u3059\u308c\u3070Python\u3067\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3057\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6c42\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
Python\u306escipy\u30e9\u30a4\u30d6\u30e9\u30ea\u306ecurve_fit\u95a2\u6570\u306f\u3001\u4efb\u610f\u306e\u975e\u7dda\u5f62\u95a2\u6570\u306e\u30ab\u30fc\u30d6\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 \u306f\u3058\u3081\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff1a import numpy as np from  […]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-123826","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nPython \u3067\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3057\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5 - Blog - Silicon Cloud<\/title>\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.silicloud.com\/ja\/blog\/python-\u3067\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3057\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u53d6\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python \u3067\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3057\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\" \/>\n<meta property=\"og:description\" content=\"Python\u306escipy\u30e9\u30a4\u30d6\u30e9\u30ea\u306ecurve_fit\u95a2\u6570\u306f\u3001\u4efb\u610f\u306e\u975e\u7dda\u5f62\u95a2\u6570\u306e\u30ab\u30fc\u30d6\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 \u306f\u3058\u3081\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff1a import numpy as np from […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/python-\u3067\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3057\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u53d6\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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