{"id":3053,"date":"2024-03-13T18:11:43","date_gmt":"2024-03-13T09:11:43","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%83%88%e3%83%bc%e3%83%81%e5%86%85%e3%81%ae%e7%95%b0%e5%b8%b8%e6%a4%9c%e5%87%ba%e6%8a%80%e8%a1%93%e3%81%af%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%ae%9f%e8%a3%85%e3%81%95%e3%82%8c%e3%81%a6\/"},"modified":"2025-08-02T11:16:15","modified_gmt":"2025-08-02T02:16:15","slug":"%e3%83%88%e3%83%bc%e3%83%81%e5%86%85%e3%81%ae%e7%95%b0%e5%b8%b8%e6%a4%9c%e5%87%ba%e6%8a%80%e8%a1%93%e3%81%af%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%ae%9f%e8%a3%85%e3%81%95%e3%82%8c%e3%81%a6","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%83%88%e3%83%bc%e3%83%81%e5%86%85%e3%81%ae%e7%95%b0%e5%b8%b8%e6%a4%9c%e5%87%ba%e6%8a%80%e8%a1%93%e3%81%af%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%ae%9f%e8%a3%85%e3%81%95%e3%82%8c%e3%81%a6\/","title":{"rendered":"\u30c8\u30fc\u30c1\u5185\u306e\u7570\u5e38\u691c\u51fa\u6280\u8853\u306f\u3069\u306e\u3088\u3046\u306b\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u304b\uff1f"},"content":{"rendered":"

Torch\u306e\u7570\u5e38\u691c\u77e5\u6280\u8853\u306f\u901a\u5e38\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u5b9f\u88c5\u3055\u308c\u307e\u3059\u3002\u4f7f\u7528\u3055\u308c\u308b\u6280\u8853\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3044\u304f\u3064\u304b\u304c\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306b\u9650\u5b9a\u3055\u308c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n

    \n
  1. \u30ac\u30a6\u30b9\u6df7\u5408\u30e2\u30c7\u30eb\uff08Gaussian Mixture Model\u3001GMM\uff09\u306f\u3001\u78ba\u7387\u5206\u5e03\u306b\u57fa\u3065\u3044\u305f\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3084\u7570\u5e38\u691c\u77e5\u304c\u53ef\u80fd\u3067\u3059\u3002Torch\u3067\u306f\u3001GMM\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3001\u305d\u306e\u78ba\u7387\u63a8\u5b9a\u3092\u5229\u7528\u3057\u3066\u30c7\u30fc\u30bf\u304c\u7570\u5e38\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n
  2. \u795e\u7d4c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\uff1a\u795e\u7d4c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u7570\u5e38\u691c\u77e5\u306b\u3082\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u795e\u7d4c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3059\u308b\u3053\u3068\u3067\u7570\u5e38\u30c7\u30fc\u30bf\u3092\u8b58\u5225\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Torch\u3067\u306f\u3001PyTorch\u306a\u3069\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u795e\u7d4c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u76e3\u7763\u5b66\u7fd2\u3084\u975e\u76e3\u7763\u5b66\u7fd2\u3092\u7528\u3044\u3066\u7570\u5e38\u691c\u77e5\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n
  3. \uff1c\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\uff1e\uff1a\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306f\u3001\u76e3\u8996\u304c\u4e0d\u8981\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u7570\u5e38\u691c\u77e5\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002Torch\u3067\u306f\u3001PyTorch\u3092\u4f7f\u7528\u3057\u3066\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30e2\u30c7\u30eb\u3092\u5b9f\u88c5\u3057\u3001\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u30c7\u30fc\u30bf\u306e\u8868\u73fe\u3092\u5b66\u7fd2\u3057\u3001\u305d\u306e\u5f8c\u3001\u518d\u69cb\u7bc9\u30a8\u30e9\u30fc\u307e\u305f\u306f\u30a8\u30f3\u30b3\u30fc\u30c9\u3055\u308c\u305f\u8868\u73fe\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u304c\u7570\u5e38\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n
  4. One-Class SVM\u306f\u3001\u7570\u5e38\u691c\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308a\u3001\u30b5\u30dd\u30fc\u30c8\u30fb\u30d9\u30af\u30c8\u30eb\u30fb\u30de\u30b7\u30f3\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001\u5165\u529b\u30c7\u30fc\u30bf\u5185\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u3068\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002Torch\u3067\u306f\u3001Scikit-learn\u306a\u3069\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066One-Class SVM\u30e2\u30c7\u30eb\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n

    \u3053\u308c\u3089\u306e\u6280\u8853\u306f\u4e00\u822c\u7684\u306b\u3001\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u3042\u308b\u7a0b\u5ea6\u306e\u8a13\u7df4\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u6307\u6a19\u3084\u95be\u5024\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u304c\u7570\u5e38\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5b9f\u969b\u306e\u5fdc\u7528\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u7279\u6027\u3084\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u7570\u5e38\u691c\u77e5\u6280\u8853\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u3068\u5b89\u5b9a\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    Torch\u306e\u7570\u5e38\u691c\u77e5\u6280\u8853\u306f\u901a\u5e38\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u5b9f\u88c5\u3055\u308c\u307e\u3059\u3002\u4f7f\u7528\u3055\u308c\u308b\u6280\u8853\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3044\u304f\u3064\u304b\u304c\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306b\u9650\u5b9a\u3055\u308c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u30ac\u30a6\u30b9\u6df7\u5408\u30e2\u30c7\u30eb\uff08Gaussian Mixture Mode […]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-3053","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"\n\u30c8\u30fc\u30c1\u5185\u306e\u7570\u5e38\u691c\u51fa\u6280\u8853\u306f\u3069\u306e\u3088\u3046\u306b\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u304b\uff1f - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u30c8\u30fc\u30c1\u5185\u306e\u7570\u5e38\u691c\u51fa\u6280\u8853\u306f\u3069\u306e\u3088\u3046\u306b\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u304b\uff1f\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\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.silicloud.com\/ja\/blog\/\u30c8\u30fc\u30c1\u5185\u306e\u7570\u5e38\u691c\u51fa\u6280\u8853\u306f\u3069\u306e\u3088\u3046\u306b\u5b9f\u88c5\u3055\u308c\u3066\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30c8\u30fc\u30c1\u5185\u306e\u7570\u5e38\u691c\u51fa\u6280\u8853\u306f\u3069\u306e\u3088\u3046\u306b\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u304b\uff1f\" \/>\n<meta property=\"og:description\" content=\"\u30c8\u30fc\u30c1\u5185\u306e\u7570\u5e38\u691c\u51fa\u6280\u8853\u306f\u3069\u306e\u3088\u3046\u306b\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u304b\uff1f\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/\u30c8\u30fc\u30c1\u5185\u306e\u7570\u5e38\u691c\u51fa\u6280\u8853\u306f\u3069\u306e\u3088\u3046\u306b\u5b9f\u88c5\u3055\u308c\u3066\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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