{"id":128191,"date":"2024-03-25T05:30:48","date_gmt":"2024-03-24T20:30:48","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e7%b7%9a%e5%bd%a2%e5%9b%9e%e5%b8%b0%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%82%92%e5%ae%9f%e8%a3%85%e3%81%99\/"},"modified":"2024-04-04T01:34:33","modified_gmt":"2024-04-03T16:34:33","slug":"%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e7%b7%9a%e5%bd%a2%e5%9b%9e%e5%b8%b0%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%82%92%e5%ae%9f%e8%a3%85%e3%81%99","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e7%b7%9a%e5%bd%a2%e5%9b%9e%e5%b8%b0%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%82%92%e5%ae%9f%e8%a3%85%e3%81%99\/","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u7dda\u5f62\u56de\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p>\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u7dda\u5f62\u56de\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u624b\u9806\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<ol>\n<li>\u6570\u5024\u8a08\u7b97\u306b NumPy \u3092\u4f7f\u7528\u3057\u305f\u308a\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306b Matplotlib \u3092\u4f7f\u7528\u3057\u305f\u308a\u3059\u308b\u5834\u5408\u306e\u3088\u3046\u306b\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u3002<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u6e96\u5099\uff1a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7279\u5fb4\u91cf\u884c\u5217 X \u3068\u76ee\u7684\u5909\u6570\u306e\u30d9\u30af\u30c8\u30eb y \u306b\u5206\u5272\u3057\u307e\u3059\u3002<\/li>\n<li>\u30e2\u30c7\u30eb\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u521d\u671f\u5316\uff1a\u91cd\u307f\u30d9\u30af\u30c8\u30ebw\u3068\u30d0\u30a4\u30a2\u30b9b\u306e\u521d\u671f\u5316<\/li>\n<li>\u640d\u5931\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u640d\u5931\u95a2\u6570\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u5024\u3068\u5b9f\u6e2c\u5024\u306e\u5dee\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u5e73\u57472\u4e57\u8aa4\u5dee\uff08MSE\uff09\u3092\u4f7f\u3044\u307e\u3059\u3002<\/li>\n<li>\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b9a\u7fa9\uff1a\u52fe\u914d\u964d\u4e0b\u6cd5\u3092\u7528\u3044\u3066\u30e2\u30c7\u30eb\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u66f4\u65b0\u3057\u3066\u640d\u5931\u95a2\u6570\u3092\u6700\u5c0f\u5316\u3059\u308b<\/li>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\uff1a\u53cd\u5fa9\u7684\u306b\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u640d\u5931\u95a2\u6570\u3092\u5f90\u3005\u306b\u6e1b\u3089\u3057\u3066\u3001\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u3088\u308a\u826f\u304f\u9069\u5408\u3055\u305b\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/li>\n<li>\u4e88\u6e2c\uff1a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u4e88\u6e2c\u3092\u884c\u3044\u3001\u4e88\u6e2c\u7d50\u679c\u3092\u53d6\u5f97\u3059\u308b\u3002<\/li>\n<\/ol>\n<p>\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65e5\u672c\u8a9e\u3067\u3001\u6b21\u306e\u53e5\u5b50\u3092\u8a00\u3044\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002 1\u3064\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u307f\u304c\u5fc5\u8981\u3067\u3059\uff1a\u6b21\u306e\u30b3\u30fc\u30c9\u306e\u5358\u7d14\u306a\u4f8b\u306e\u30a4\u30f3\u30d7\u30ea\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff1a<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\r\n<span class=\"hljs-keyword\">class<\/span> <span class=\"hljs-title class_\">LinearRegression<\/span>:\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">__init__<\/span>(<span class=\"hljs-params\">self, learning_rate=<span class=\"hljs-number\">0.01<\/span>, num_iterations=<span class=\"hljs-number\">1000<\/span><\/span>):\r\nself.learning_rate = learning_rate\r\nself.num_iterations = num_iterations\r\nself.weights = <span class=\"hljs-literal\">None<\/span>\r\nself.bias = <span class=\"hljs-literal\">None<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">fit<\/span>(<span class=\"hljs-params\">self, X, y<\/span>):\r\nnum_samples, num_features = X.shape\r\n<span class=\"hljs-comment\"># \u521d\u59cb\u5316\u6743\u91cd\u548c\u504f\u7f6e<\/span>\r\nself.weights = np.zeros(num_features)\r\nself.bias = <span class=\"hljs-number\">0<\/span>\r\n<span class=\"hljs-comment\"># \u8fed\u4ee3\u66f4\u65b0\u6a21\u578b\u53c2\u6570<\/span>\r\n<span class=\"hljs-keyword\">for<\/span> _ <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(self.num_iterations):\r\ny_predicted = np.dot(X, self.weights) + self.bias\r\ndw = (<span class=\"hljs-number\">1<\/span>\/num_samples) * np.dot(X.T, (y_predicted - y))\r\ndb = (<span class=\"hljs-number\">1<\/span>\/num_samples) * np.<span class=\"hljs-built_in\">sum<\/span>(y_predicted - y)\r\nself.weights -= self.learning_rate * dw\r\nself.bias -= self.learning_rate * db\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">predict<\/span>(<span class=\"hljs-params\">self, X<\/span>):\r\ny_predicted = np.dot(X, self.weights) + self.bias\r\n<span class=\"hljs-keyword\">return<\/span> y_predicted\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u3001\u3053\u306e\u30b3\u30fc\u30c9\u3067\u5b9f\u88c5\u3055\u308c\u305f\u7dda\u5f62\u56de\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-comment\"># \u51c6\u5907\u6570\u636e<\/span>\r\nX = np.array([[<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>], [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>], [<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">2<\/span>], [<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>]])\r\ny = np.array([<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>])\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u5e76\u8bad\u7ec3\u6a21\u578b<\/span>\r\nmodel = LinearRegression()\r\nmodel.fit(X, y)\r\n<span class=\"hljs-comment\"># \u8fdb\u884c\u9884\u6d4b<\/span>\r\nX_test = np.array([[<span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>], [<span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>]])\r\npredictions = model.predict(X_test)\r\n<span class=\"hljs-built_in\">print<\/span>(predictions)\r\n<\/code><\/pre>\n<p>\u3053\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u306f\u3001\u5b9f\u88c5\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3092\u793a\u3059\u3082\u306e\u3067\u3042\u308a\u3001\u5b9f\u969b\u7684\u306a\u5229\u7528\u306b\u306f\u3055\u3089\u306b\u51e6\u7406\u3068\u6700\u9069\u5316\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u7dda\u5f62\u56de\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u624b\u9806\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002 \u6570\u5024\u8a08\u7b97\u306b NumPy \u3092\u4f7f\u7528\u3057\u305f\u308a\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306b Matplotlib \u3092\u4f7f\u7528\u3057\u305f\u308a\u3059\u308b\u5834\u5408\u306e\u3088\u3046\u306b\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-128191","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u7dda\u5f62\u56de\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\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\" 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\u3092\u4f7f\u7528\u3057\u305f\u308a\u3059\u308b\u5834\u5408\u306e\u3088\u3046\u306b\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u7dda\u5f62\u56de\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\u3059\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-24T20:30:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-03T16:34:33+00:00\" \/>\n<meta name=\"author\" content=\"\u685c, \u6625\u6a39\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u685c, \u6625\u6a39\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" 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