{"id":1722,"date":"2026-05-24T23:40:24","date_gmt":"2026-05-24T14:40:24","guid":{"rendered":"https:\/\/tatuiyo.xyz\/?p=1722"},"modified":"2026-05-24T23:41:03","modified_gmt":"2026-05-24T14:41:03","slug":"%e5%af%8c%e5%b1%b1%e7%9c%8c%e3%83%9b%e3%82%bf%e3%83%ab%e3%82%a4%e3%82%ab%e8%ba%ab%e6%8a%95%e3%81%92ai%e4%ba%88%e6%b8%ac%e3%83%a2%e3%83%87%e3%83%ab%e3%82%92%e4%bd%9c%e3%81%a3%e3%81%9f-%e5%9c%b0","status":"publish","type":"post","link":"https:\/\/tatuiyo.xyz\/?p=1722","title":{"rendered":"\u5bcc\u5c71\u770c\u30db\u30bf\u30eb\u30a4\u30ab\u8eab\u6295\u3052AI\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u305f (\u5730\u57df\u5225\u63a8\u5b9a)"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_74 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E8%83%8C%E6%99%AF\" >\u80cc\u666f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E3%83%9B%E3%82%BF%E3%83%AB%E3%82%A4%E3%82%AB%E5%87%BA%E7%8F%BE%E3%83%87%E3%83%BC%E3%82%BF%E9%9B%86%E3%82%81\" >\u30db\u30bf\u30eb\u30a4\u30ab\u51fa\u73fe\u30c7\u30fc\u30bf\u96c6\u3081<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E3%82%B9%E3%82%AF%E3%83%AC%E3%82%A4%E3%83%94%E3%83%B3%E3%82%B0\" >\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E6%8A%95%E7%A8%BF%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%95%B4%E5%BD%A2\" >\u6295\u7a3f\u30c7\u30fc\u30bf\u306e\u6574\u5f62<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E5%AD%A6%E7%BF%92%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E8%A3%9C%E5%AE%8C\" >\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u88dc\u5b8c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E5%AD%A6%E7%BF%92%E3%83%87%E3%83%BC%E3%82%BF%E6%95%B0\" >\u5b66\u7fd2\u30c7\u30fc\u30bf\u6570<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E6%B0%97%E8%B1%A1%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%8F%8E%E9%9B%86\" >\u6c17\u8c61\u30c7\u30fc\u30bf\u306e\u53ce\u96c6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB%E3%81%A8%E7%89%B9%E5%BE%B4%E9%87%8F%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0\" >\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E6%9A%A6%E3%83%BB%E6%9C%88\" >\u66a6\u30fb\u6708<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E6%B0%97%E8%B1%A1\" >\u6c17\u8c61<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E6%BD%AE%E4%BD%8D%E3%83%BB%E6%B3%A2%E6%B5%AA\" >\u6f6e\u4f4d\u30fb\u6ce2\u6d6a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E5%89%8D%E6%97%A5%E3%81%AE%E3%83%A9%E3%82%B0%E7%89%B9%E5%BE%B4%E9%87%8F\" >\u524d\u65e5\u306e\u30e9\u30b0\u7279\u5fb4\u91cf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#location_group\" >location_group<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E3%81%84%E3%81%96%E3%80%81%E5%AD%A6%E7%BF%92\" >\u3044\u3056\u3001\u5b66\u7fd2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E5%AE%9F%E9%81%8B%E7%94%A8%E6%99%82%E3%81%AB%E7%94%A8%E3%81%84%E3%82%8B%E6%B0%97%E8%B1%A1%E4%BA%88%E5%A0%B1%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%8F%96%E5%BE%97\" >\u5b9f\u904b\u7528\u6642\u306b\u7528\u3044\u308b\u6c17\u8c61\u4e88\u5831\u30c7\u30fc\u30bf\u306e\u53d6\u5f97<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E3%83%9B%E3%82%BF%E3%83%AB%E3%82%A4%E3%82%AB%E5%87%BA%E7%8F%BE%E7%A2%BA%E7%8E%87%E3%81%B8%E3%81%AE%E5%A4%89%E6%8F%9B\" >\u30db\u30bf\u30eb\u30a4\u30ab\u51fa\u73fe\u78ba\u7387\u3078\u306e\u5909\u63db<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E5%AE%9F%E9%81%8B%E7%94%A8\" >\u5b9f\u904b\u7528<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E8%AA%B2%E9%A1%8C\" >\u8ab2\u984c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/tatuiyo.xyz\/?p=1722\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%83%8C%E6%99%AF\"><\/span>\u80cc\u666f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bcc\u5c71\u770c\u304b\u3089\u65b0\u6f5f\u770c\u897f\u90e8\u306e\u6cbf\u5cb8\u3067\u3001\u6625\u306b\u7523\u5375\u306e\u305f\u3081\u306b\u6d6e\u4e0a\u3057\u305f\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u6cbf\u5cb8\u306b\u6253\u3061\u4e0a\u3052\u3089\u308c\u308b\u73fe\u8c61\u306f\u300c\u30db\u30bf\u30eb\u30a4\u30ab\u306e\u8eab\u6295\u3052\u300d\u3068\u547c\u3070\u308c\u307e\u3059\u3002\u3053\u306e\u63a5\u5cb8\u3057\u305f\u30db\u30bf\u30eb\u30a4\u30ab\u3092\u63ac\u3046\u3079\u304f\u3001\u5927\u52e2\u306e\u4eba\u9593\u304c\u771f\u591c\u4e2d\u306e\u6d77\u5cb8\u306b\u96c6\u7d50\u3059\u308b\u308f\u3051\u3067\u3059\u304c\u3001\u5168\u304f\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u6e67\u304b\u306a\u3044\u3068\u3044\u3046\u65e5\u3082\u73cd\u3057\u304f\u306a\u3044\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u6e67\u304f\u6761\u4ef6\u3068\u3044\u3046\u306e\u306f\u7d4c\u9a13\u5247\u306a\u9762\u3082\u591a\u304f\u3001\u4e00\u822c\u7684\u306b\u8a00\u308f\u308c\u3066\u3044\u308b\u306e\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65b0\u6708\u524d\u5f8c\u306e\u591c<\/li>\n\n\n\n<li>\u6708\u660e\u304b\u308a\u304c\u306a\u3044<\/li>\n\n\n\n<li>\u6ce2\u304c\u7a4f\u3084\u304b<\/li>\n\n\n\n<li>\u96e8\u304c\u964d\u3063\u3066\u3044\u306a\u3044(\u6de1\u6c34\u3092\u5acc\u3046\uff1f)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">&#8230;\u306a\u3069\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3092\u6a5f\u68b0\u5b66\u7fd2\u3067\u30e2\u30c7\u30eb\u5316\u3057\u3001\u672a\u6765\u306e3\u65e5\u9593\u306b\u304a\u3044\u3066\u3001\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u6e67\u304f\/\u6e67\u304b\u306a\u3044\u3092\u4e88\u6e2c\u3059\u308b\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u307e\u3057\u305f\u3002\u5bcc\u5c71\u770c\u6cbf\u5cb8\u30924\u5730\u57df\u306b\u5206\u5272\u3057\u3001\u305d\u306e\u5730\u57df\u306b\u304a\u3051\u308b\u6e67\u304d\u78ba\u7387\u3092\u63a8\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u306b3\u65e5\u4e88\u60f3\u3092\u63a8\u5b9a &amp; \u516c\u958b\u3057\u3066\u3044\u308b\u30b5\u30a4\u30c8\u306f\u3053\u3061\u3089\u306b\u306a\u308a\u307e\u3059\uff1a\u3000<a href=\"https:\/\/hotaruika.tatuiyo.xyz\">https:\/\/hotaruika.tatuiyo.xyz<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/hotaruika.tatuiyo.xyz\/\"><img decoding=\"async\" width=\"1024\" height=\"719\" src=\"https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-2-1024x719.jpg\" alt=\"\" class=\"wp-image-1732\" srcset=\"https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-2-1024x719.jpg 1024w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-2-300x211.jpg 300w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-2-768x539.jpg 768w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-2.jpg 1251w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%9B%E3%82%BF%E3%83%AB%E3%82%A4%E3%82%AB%E5%87%BA%E7%8F%BE%E3%83%87%E3%83%BC%E3%82%BF%E9%9B%86%E3%82%81\"><\/span>\u30db\u30bf\u30eb\u30a4\u30ab\u51fa\u73fe\u30c7\u30fc\u30bf\u96c6\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B9%E3%82%AF%E3%83%AC%E3%82%A4%E3%83%94%E3%83%B3%E3%82%B0\"><\/span>\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u62b5\u306e\u30db\u30bf\u30eb\u30a4\u30ab\u30cf\u30f3\u30bf\u30fc\u306f\u3001\u3053\u306e\u63b2\u793a\u677f\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u300c\u4eca\u65e5\u306f\u3053\u306e\u5834\u6240\u3067\u53d6\u308c\u305f\/\u53d6\u308c\u306a\u3044\u300d\u3068\u3044\u3046\u60c5\u5831\u306b\u7ffb\u5f04\u3055\u308c\u3001\u73fe\u5730\u3067\u53f3\u5f80\u5de6\u5f80\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/rara.jp\/hotaruika-toyama\/\">https:\/\/rara.jp\/hotaruika-toyama<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u304b\u306a\u304b\u53e4\u98a8\u306a\u3001<s>\u9999\u3070\u3057\u3044\u611f\u3058\u306e<\/s>\u63b2\u793a\u677f\u3067\u3059\u304c\u3001\u3053\u3053\u304c\u4e00\u756a\u6d3b\u767a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"499\" src=\"https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1024x499.png\" alt=\"\" class=\"wp-image-1723\" srcset=\"https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1024x499.png 1024w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-300x146.png 300w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-768x375.png 768w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image.png 1515w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u63b2\u793a\u677f\u306b\u6295\u7a3f\u3055\u308c\u305f\u5168\u6295\u7a3f\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u63b2\u793a\u677f\u81ea\u4f53\u306f2014\u5e74\u304b\u3089\u904b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u524d\u8eab\u306e\u63b2\u793a\u677f\u3082\u3042\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u305d\u3061\u3089\u306fWayback Machine\u306b\u3082\u6b8b\u3063\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2ch\u7b49\u3082\u63a2\u3057\u3066\u307f\u307e\u3057\u305f\u304c\u3001\u3042\u307e\u308a\u4f7f\u3048\u305d\u3046\u306a\u30c7\u30fc\u30bf\u306f\u306a\u3055\u305d\u3046\u3067\u3059\u3002\u305d\u3082\u305d\u3082\u30db\u30bf\u30eb\u30a4\u30ab\u63ac\u3044\u304c\u6d3b\u767a\u306b\u306a\u308a\u59cb\u3081\u305f\u306e\u306f2014\u5e74\u524d\u5f8c\u304b\u3089\u306e\u3088\u3046\u306a\u306e\u3067\u3001\u305d\u308c\u4ee5\u4e0a\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u306f\u898b\u3064\u304b\u3089\u306a\u3055\u305d\u3046\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8A%95%E7%A8%BF%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%95%B4%E5%BD%A2\"><\/span>\u6295\u7a3f\u30c7\u30fc\u30bf\u306e\u6574\u5f62<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u3092\u7528\u3044\u3001\u5404\u6295\u7a3f\u30c7\u30fc\u30bf\u304b\u3089\u3001\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u63a1\u96c6\u3055\u308c\u305f\u5834\u6240\u3068\u305d\u306e\u91cf\u3092\u5b9a\u91cf\u7684\u306b\u96c6\u8a08\u3057\u307e\u3057\u305f\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3001\u307e\u305f<s>API\u6599\u91d1\u304c\u3082\u3063\u305f\u3044\u306a\u3044\u306e\u3067\u7814\u7a76\u5ba4\u306eGPU\u3067\u52dd\u624b\u306b\u52d5\u304b\u3057\u3066\u3044\u308b<\/s>\u30ed\u30fc\u30ab\u30eb\u306eQwen3.5-122B-A10B\u3092\u7528\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307f\u3093\u306a\u91cf\u3092\u9069\u5f53\u306b\u7533\u544a\u3059\u308b\u4e0a\u306b\u3001\u5730\u540d\u306f\u4f0f\u305b\u5b57\u306b\u3057\u305f\u308a\u3057\u3084\u304c\u308b\u306e\u3067\u306a\u304b\u306a\u304b\u6b63\u78ba\u306b\u96c6\u8a08\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u3067\u3059\u3002\u6700\u7d42\u7684\u306b\u306f\u7528\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u6295\u7a3f\u306b\u6c17\u8c61\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u540c\u6642\u306b\u96c6\u8a08\u3055\u305b\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>SYSTEM_PROMPT = &quot;&quot;&quot;\u3042\u306a\u305f\u306f\u5bcc\u5c71\u770c\u306e\u30db\u30bf\u30eb\u30a4\u30ab\u8eab\u6295\u3052\u60c5\u5831\u3092\u5206\u6790\u3059\u308b\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3059\u3002\n\n1. reason\uff08\u5224\u5b9a\u7406\u7531\uff09:\n   \u306a\u305c\u305d\u306e\u5bfe\u8c61\u65e5\u3001\u6e67\u304d\u30ec\u30d9\u30eb\u3001\u5929\u5019\u6570\u5024\u306b\u3057\u305f\u306e\u304b\u3001\u305d\u306e3\u70b9\u3092\u5fc5\u305a\u542b\u3081\u305f\u5224\u65ad\u6839\u62e0\u3092\u7c21\u6f54\u306b\u8a18\u8ff0\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n2. datetime\uff08\u5bfe\u8c61\u3068\u306a\u308b\u30db\u30bf\u30eb\u30a4\u30ab\u65e5\u4ed8\uff09:\n   \u30db\u30bf\u30eb\u30a4\u30ab\u306e\u8eab\u6295\u3052\u306f\u3001\u304a\u3088\u305d 21:00 \u304b\u3089 \u7fcc 4:00 \u306b\u884c\u308f\u308c\u3001\u65e5\u4ed8\u3092\u307e\u305f\u304e\u307e\u3059\u3002\u65e5\u4ed8\u3092\u307e\u305f\u3044\u3060\u91e3\u679c\u5831\u544a\u306e\u5834\u5408\u306f\u3001\u30ab\u30ec\u30f3\u30c0\u30fc\u4e0a\u306f\u524d\u306e\u65e5\u4ed8\u3068\u3057\u3066\u8a18\u8ff0\u3057\u306a\u3055\u3044\u3002(\u4f8b\uff1a3\/16 23:00 \u304b\u3089 3\/17 4:00 \u307e\u3067\u8eab\u6295\u3052\u304c\u767a\u751f\u3057\u305f\u3068\u3057\u3066\u3082\u3001\u3059\u3079\u3066 3\/16 \u3068\u3057\u307e\u3059\u3002)\n   21:00 \u304b\u3089 4:00 \u306e\u8eab\u6295\u3052\u6642\u9593\u4ee5\u5916\u306e\u6295\u7a3f\u3082\u6ce8\u610f\u3059\u308b\u3053\u3068\u3002\u4f8b\u3048\u3070\u30013\/17 \u306e\u663c\u3084\u5915\u65b9\u306b\u300c\u4eca\u65e5\u306f\u3007\u5339\u63a1\u308c\u305f\u300d\u3068\u3044\u3046\u5831\u544a\u304c\u3042\u308c\u3070\u3001\u6587\u8108\u3092\u8aad\u307f\u30013\/16 \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n3. location\uff08\u5834\u6240\uff09:\n   \u30c6\u30ad\u30b9\u30c8\u304b\u3089\u5730\u540d\u3092\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4f0f\u5b57\u3084\u901a\u79f0\u3082\u6587\u8108\u304b\u3089\u63a8\u6e2c\u3067\u304d\u308c\u3070\u62bd\u51fa\u3002\n   \u203b\u5834\u6240\u306e\u8a18\u8f09\u304c\u4e00\u5207\u306a\u3044\u5834\u5408\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n4. catch_level\uff08\u6e67\u304d\u91cf\u30ec\u30d9\u30eb\uff09:\n   \u4ee5\u4e0b\u306e\u57fa\u6e96\u3067 0 \u301c 6 \u306e\u6570\u5024\u3067\u5b9a\u91cf\u5316\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30db\u30bf\u30eb\u30a4\u30ab\u306e\u5358\u4f4d\u306f\u300c\u5339\u300d\u304a\u3088\u3073\u300c\u676f\u300d\u3067\u3001\u30db\u30bf\u30eb\u30a4\u30ab 1 \u5339\u306e\u3053\u3068\u3092 1 \u676f\u3068\u547c\u3073\u307e\u3059\u3002\u30d0\u30b1\u30c4 1 \u676f\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u306a\u3044\u306e\u3067\u6ce8\u610f\u3057\u306a\u3055\u3044\u3002\n    - 0: \u306a\u3057\/\u30bc\u30ed\uff08\u30a4\u30ab\u306a\u3057\u3001\u6c17\u914d\u306a\u3057\u3001\u30dc\u30a6\u30ba\uff09\n    - 1: \u5c11\u91cf\uff081-9 \u5339 \u307e\u305f\u306f 1-9 \u676f\uff09\uff1a\u306f\u3050\u308c\u30a4\u30ab\u3001\u5075\u5bdf\u968a\u30ec\u30d9\u30eb\n    - 2: \u5c11\u3057\uff0810-49 \u5339 \u307e\u305f\u306f 10-49 \u676f\uff09\uff1a\u30dd\u30c4\u30dd\u30c4\u63ac\u3048\u308b\u7a0b\u5ea6\n    - 3: \u901a\u5e38 \/ \u30d7\u30c1\u6e67\u304d\uff0850-199 \u5339 \/ 50-199 \u676f \/ \u7d04 350g\u301c1.4kg\uff09\uff1a\u98fd\u304d\u306a\u3044\u7a0b\u5ea6\u306b\u7372\u308c\u308b\n    - 4: \u591a\u3044 \/ \u30c1\u30e7\u30a4\u6e67\u304d\uff08200-599 \u5339 \/ 200-599 \u676f \/ \u7d04 1.4\u301c4.2kg\uff09\uff1a\u30d0\u30b1\u30c4\u534a\u5206\u7a0b\u5ea6\n    - 5: \u975e\u5e38\u306b\u591a\u3044 \/ \u6e67\u304d\uff08600-1499 \u5339 \/ 600-1499 \u676f \/ \u7d04 4.2\u301c10kg\uff09\uff1a\u30af\u30fc\u30e9\u30fc\u30dc\u30c3\u30af\u30b9\u534a\u5206\u7a0b\u5ea6\n    - 6: \u7206\u6e67\u304d\uff08\u7d04 1500 \u5339\u301c \/ \u7d04 10kg\u301c\uff09\uff1a\u30af\u30fc\u30e9\u30fc\u30dc\u30c3\u30af\u30b9\u6e80\u30bf\u30f3\u301c\u8907\u6570\n   \u203b\u91e3\u679c\u3078\u306e\u8a00\u53ca\u304c\u306a\u304f\u3001\u6c17\u8c61\u6761\u4ef6\u306e\u307f\u306e\u6295\u7a3f\uff08\u4f8b\uff1a\u300c\u6ce2\u304c\u9ad8\u3044\u300d\u300c\u98a8\u304c\u306a\u3044\u300d\uff09\u306e\u5834\u5408\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\n5. weather_and_sea\uff08\u74b0\u5883\u6761\u4ef6\uff09:\n   \u30c6\u30ad\u30b9\u30c8\u5185\u306b\u73fe\u5730\u3067\u78ba\u8a8d\u3057\u305f\u4e8b\u5b9f\u3068\u3057\u3066\u8a00\u53ca\u304c\u3042\u308b\u5834\u5408\u306e\u307f\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a00\u53ca\u304c\u306a\u3044\u9805\u76ee\u3084\u300c\u5929\u6c17\u4e88\u5831\u3067\u306f\u301c\u300d\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   - wave: 0(\u306a\u3057\/\u7a4f\u3084\u304b), 1(\u5c11\u3057\u3042\u308a), 2(\u9ad8\u3044\/\u8352\u308c\u3066\u3044\u308b)\n   - wind: 0(\u7121\u98a8\/\u5fae\u98a8), 1(\u5c11\u3057\u3042\u308a), 2(\u5f37\u3044\/\u66b4\u98a8)\n   - turbidity: 0(\u306a\u3057\/\u6f84\u3093\u3067\u3044\u308b), 1(\u5c11\u3057\u3042\u308a\/\u7b39\u6fc1\u308a), 2(\u9177\u3044\/\u6fc0\u6fc1\u308a\/\u30b3\u30fc\u30d2\u30fc\u8272)\n\n\n\u3010\u91cd\u8981\u306a\u6ce8\u610f\u4e8b\u9805\u3011\n1. \u672a\u6765\u306e\u610f\u6c17\u8fbc\u307f\u3084\u9858\u671b\uff1a\u300c\u301c\u3059\u308b\u4e88\u5b9a\u300d\u300c\u301c\u3057\u305f\u3044\u300d\u300c\u30af\u30fc\u30e9\u30fc\u6e80\u30bf\u30f3\u306b\u3057\u3066\u5e30\u308b\u305e\u300d\u306a\u3069\u3001\u4e8b\u5b9f\u3067\u306f\u306a\u3044\u3082\u306e\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u7d2f\u8a08\u91e3\u679c\uff1a\u300c\u4eca\u30b7\u30fc\u30ba\u30f3\u7d2f\u8a08\u3067\u3007\u5339\u300d\u300c\u3007\u56de\u53c2\u6226\u3057\u3066\u3007\u5339\u300d\u306a\u3069\u3001\u305d\u306e\u65e5\u5358\u4f53\u306e\u91e3\u679c\u3067\u306f\u306a\u3044\u3082\u306e\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u7121\u95a2\u4fc2\u306a\u8a71\u984c\uff1a\u30c4\u30a2\u30fc\u544a\u77e5\u3001\u89e3\u7981\u65e5\u306e\u89e3\u8aac\u3001\u5358\u306a\u308b\u6328\u62f6\u3001\u96d1\u8ac7\u3001\u30b9\u30d1\u30e0\u306a\u3069\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\n\u3010\u51fa\u529b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3011\n\u4ee5\u4e0b\u306e\u5f62\u5f0f\u306b\u5f93\u3044\u3001\u5fc5\u305a JSON \u914d\u5217\u3068\u3057\u3066\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n{\n    &quot;original_text&quot;: &quot;\u65e5\u4ed8\u3001\u6295\u7a3f\u6642\u9593\u3092\u542b\u3081\u305f\u6295\u7a3f\u306e\u5143\u306e\u30c6\u30ad\u30b9\u30c8&quot;,\n    &quot;reason&quot;: &quot;\u5bfe\u8c61\u65e5\u3001\u6e67\u304d\u30ec\u30d9\u30eb\u3001\u5929\u5019\u6570\u5024\u306e\u5224\u5b9a\u7406\u7531&quot;,\n    &quot;datetime&quot;: &quot;YYYY-MM-DD&quot;,\n    &quot;location&quot;: &quot;\u5730\u540d\u307e\u305f\u306f null&quot;,\n    &quot;catch_level&quot;: \u6570\u5024\u307e\u305f\u306f null,\n    &quot;weather_and_sea&quot;: {\n    &quot;wave&quot;: \u6570\u5024\u307e\u305f\u306f null,\n    &quot;wind&quot;: \u6570\u5024\u307e\u305f\u306f null,\n    &quot;turbidity&quot;: \u6570\u5024\u307e\u305f\u306f null\n    }\n}\n&quot;&quot;&quot;<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u51fa\u529b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3082\u4e00\u5fdc\u5de5\u592b\u3057\u3066\u304a\u308a\u3001&#8221;original_text&#8221;\u3067\u6295\u7a3f\u30c7\u30fc\u30bf\u3092\u307e\u305a\u5fa9\u5531\u3055\u305b\u305f\u306e\u3061\u3001&#8221;reason&#8221;\u3092\u5148\u306b\u5410\u304b\u305b\u308b\u3053\u3068\u3067\u3001\u77db\u76fe\u306e\u306a\u3044\u5224\u5b9a\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30db\u30bf\u30eb\u30a4\u30ab\u63ac\u3044\u306f\u771f\u591c\u4e2d\u306b\u884c\u308f\u308c\u308b\u306e\u3067\u3001\u6295\u7a3f\u65e5\u6642\u304c\u65e5\u4ed8\u3092\u307e\u305f\u3050\u3068\u65e5\u4ed8\u7ba1\u7406\u304c\u9762\u5012\u306a\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u4e0a\u306e\u6307\u793a\u306b\u306f\u3069\u306e\u3088\u3046\u306b\u65e5\u4ed8\u3092\u6271\u3046\u304b\u66f8\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u5c11\u3057\u8907\u96d1\u306a\u306e\u3067LLM\u306f\u6df7\u4e71\u3057\u3066\u9593\u9055\u3048\u305f\u65e5\u4ed8\u3092\u5410\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3057\u305f\u3002<br>\u4ed5\u65b9\u306a\u3044\u306e\u3067\u3001\u3082\u3046\u4e00\u5ea6LLM\u3092\u901a\u3057\u3001\u6b63\u78ba\u306a\u65e5\u4ed8\u3092\u51fa\u529b\u3055\u305b\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>BATCH_PROMPT = &quot;&quot;&quot;\u4ee5\u4e0b\u306e{count}\u4ef6\u306e\u6295\u7a3f\u30c7\u30fc\u30bf\u304c\u3042\u308a\u307e\u3059\u3002\n\n\u5404\u6295\u7a3f\u306b\u3064\u3044\u3066\u3001\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u65e5\u4ed8\u304c\u6b63\u3057\u3044\u304b\u3001\u4ee5\u4e0b\u306e\u5224\u65ad\u57fa\u6e96\u306b\u57fa\u3065\u304d\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u30db\u30bf\u30eb\u30a4\u30ab\u306e\u8eab\u6295\u3052\u306f\u3001\u304a\u3088\u305d 21:00 \u304b\u3089 \u7fcc 4:00 \u306b\u884c\u308f\u308c\u3001\u65e5\u4ed8\u3092\u307e\u305f\u304e\u307e\u3059\u3002\u65e5\u4ed8\u3092\u307e\u305f\u3044\u3060\u91e3\u679c\u5831\u544a\u306e\u5834\u5408\u306f\u3001\u30ab\u30ec\u30f3\u30c0\u30fc\u4e0a\u306f\u524d\u306e\u65e5\u4ed8\u3068\u3057\u3066\u8a18\u8ff0\u3057\u306a\u3055\u3044\u3002(\u4f8b\uff1a3\/16 23:00 \u304b\u3089 3\/17 4:00 \u307e\u3067\u8eab\u6295\u3052\u304c\u767a\u751f\u3057\u305f\u3068\u3057\u3066\u3082\u3001\u3059\u3079\u3066 3\/16 \u3068\u3057\u307e\u3059\u3002)\n21:00 \u304b\u3089 4:00 \u306e\u8eab\u6295\u3052\u6642\u9593\u4ee5\u5916\u306e\u6295\u7a3f\u3082\u6ce8\u610f\u3059\u308b\u3053\u3068\u3002\u4f8b\u3048\u3070\u30013\/17 \u306e\u663c\u3084\u5915\u65b9\u306b\u300c\u4eca\u65e5\u306f\u3007\u5339\u63a1\u308c\u305f\u300d\u3068\u3044\u3046\u5831\u544a\u304c\u3042\u308c\u3070\u3001\u6587\u8108\u3092\u8aad\u307f\u30013\/16 \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6295\u7a3f\u4e00\u89a7\u3011\n{posts_text}\n\n\u3010\u51fa\u529b\u5f62\u5f0f\u3011\n\u4ee5\u4e0b\u306e JSON \u914d\u5217\u3067\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5404\u6295\u7a3f\u306e\u9806\u5e8f\u306f\u5165\u529b\u3068\u540c\u3058\u306b\u3059\u308b\u3053\u3068\u3002\n\u5404\u9805\u76ee\u306f\u4ee5\u4e0b\u306e\u9806\u3067\u51fa\u529b\uff1a\n1. original_text: \u6295\u7a3f\u306e\u5143\u306e\u30c6\u30ad\u30b9\u30c8\uff08\u5165\u529b\u3068\u540c\u3058\uff09\n2. reason: \u65e5\u4ed8\u5224\u5b9a\u306e\u7406\u7531\n3. correct_datetime: \u6b63\u3057\u3044\u65e5\u4ed8\uff08YYYY-MM-DD\uff09\n\n[\n    {{\n        &quot;original_text&quot;: &quot;\u6295\u7a3f\u30c6\u30ad\u30b9\u30c8&quot;,\n        &quot;reason&quot;: &quot;\u5224\u65ad\u7406\u7531&quot;,\n        &quot;correct_datetime&quot;: &quot;YYYY-MM-DD&quot;\n    }},\n    ...\n]\n&quot;&quot;&quot;<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u5730\u540d\u306e\u62bd\u51fa\u3082\u602a\u3057\u3044\u3002\u6700\u521d\u306e\u6307\u793a\u3067\u306f\u3001\u3068\u308a\u3042\u3048\u305a\u6295\u7a3f\u5185\u3067\u51fa\u73fe\u3057\u305f\u5730\u540d\u3092\u5168\u3066\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u7d50\u5c40\u3069\u3053\u3067\u53d6\u308c\u305f\u306e\u304b\u3088\u304f\u308f\u304b\u308a\u307e\u305b\u3093\u3002\u66f4\u306b\u3082\u3046\u4e00\u5ea6LLM\u3092\u901a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>SYSTEM_PROMPT = &quot;&quot;&quot;\u3042\u306a\u305f\u306f\u30db\u30bf\u30eb\u30a4\u30ab\u91e3\u679c\u5831\u544a\u304b\u3089\u5730\u540d\u3092\u62bd\u51fa\u3059\u308b\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3059\u3002\n\n\u3010\u51fa\u529b\u9805\u76ee\u3011\n1. original_text: \u6295\u7a3f\u306e\u5143\u306e\u30c6\u30ad\u30b9\u30c8\uff08\u305d\u306e\u307e\u307e\u30b3\u30d4\u30fc\uff09\n2. reason\uff08\u5224\u65ad\u7406\u7531\uff09\uff1a\u306a\u305c\u305d\u306e\u5224\u65ad\u3092\u3057\u305f\u304b\n3. location_primary\uff08\u4e3b\u8981\u5730\u540d\uff09\uff1a\u91e3\u308a\u304c\u884c\u308f\u308c\u305f\u5834\u6240\u3001\u307e\u305f\u306f\u300c\u884c\u3063\u305f\u300d\u300c\u91e3\u308c\u305f\u300d\u300c\u63a1\u308c\u305f\u300d\u306a\u3069\u6d3b\u52d5\u304c\u767a\u751f\u3057\u305f\u5834\u6240\n4. location_secondary\uff08\u4e8c\u6b21\u5730\u540d\uff09\uff1a\u6bd4\u8f03\u3084\u8a00\u53ca\u3060\u3051\u3055\u308c\u3066\u3044\u308b\u5834\u6240\uff08\u4f8b\uff1a\u300c\u56db\u65b9\u306f\u91e3\u308c\u305f\u304c\u5ca9\u702c\u306f\u30c0\u30e1\u300d\u306e\u5834\u5408\u3001\u5ca9\u702c\uff09\n\n\u3010\u51fa\u529b\u5f62\u5f0f\uff08JSON \u914d\u5217\u306e\u307f\uff09\u3011\n[\n    {{\n        &quot;original_text&quot;: &quot;\u6295\u7a3f\u306e\u5143\u306e\u30c6\u30ad\u30b9\u30c8&quot;,\n        &quot;reason&quot;: &quot;\u5224\u65ad\u7406\u7531&quot;,\n        &quot;location_primary&quot;: &quot;\u5730\u540d\u307e\u305f\u306f null&quot;,\n        &quot;location_secondary&quot;: [&quot;\u5730\u540d 1&quot;, &quot;\u5730\u540d 2&quot;]\n    }}\n]\n\n\u3010\u6ce8\u610f\u4e8b\u9805\u3011\n- \u5730\u540d\u306e\u8a18\u8f09\u304c\u4e00\u5207\u306a\u3044\u5834\u5408\u306f location_primary \u3092 null \u306b\u3059\u308b\u3053\u3068\n- original_text \u306f\u5165\u529b\u30c6\u30ad\u30b9\u30c8\u3092\u305d\u306e\u307e\u307e\u30b3\u30d4\u30fc\u3059\u308b\u3053\u3068\n- \u5165\u529b\u306e\u9806\u5e8f\u3068\u540c\u3058\u9806\u756a\u3067 JSON \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u51fa\u529b\u3059\u308b\u3053\u3068\n- \u73fe\u5728\u306e location \u62bd\u51fa\u7d50\u679c\u3092\u53c2\u8003\u306b\u3057\u3001\u3088\u308a\u6b63\u78ba\u306b\u5224\u65ad\u3059\u308b\u3053\u3068&quot;&quot;&quot;<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u3001\u51fa\u73fe\u3057\u305f\u5730\u540d\u3092\u96c6\u3081\u3001\u624b\u52d5\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u307e\u3059\u3002\u5bcc\u5c71\u770c\u897f\u90e8\u304b\u30895\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u3051\u3001\u756a\u53f7\u3092\u632f\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u304c\u4e00\u756a\u5927\u5909\uff01<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code># \u5730\u57df\u30b0\u30eb\u30fc\u30d7\u5b9a\u7fa9\uff08\u5730\u540d\u2192\u30b0\u30eb\u30fc\u30d7\u756a\u53f7\uff09\nLOCATION_GROUPS = {\n    # \u897f\u90e8\u304b\u3089\n    # \u30a2\u30e1\u30c0\u30b9\u4f0f\u6728\n    &quot;\u56fd\u5206&quot;: 1,\n    &quot;\u4f0f\u6728&quot;: 1,\n    &quot;\u65b0\u6e4a&quot;: 1,\n\n    # \u30a2\u30e1\u30c0\u30b9\u5bcc\u5c71\n    &quot;\u6d77\u8001\u6c5f&quot;: 2,\n    &quot;\u8db3\u6d17&quot;: 2,\n    &quot;\u516b\u91cd\u6d25&quot;: 2,\n    &quot;\u6253\u51fa&quot;: 2,\n    &quot;\u56db\u65b9&quot;: 2,\n    &quot;\u5ca9\u702c&quot;: 2,\n    &quot;\u6d5c\u9ed2&quot;: 2,\n    &quot;\u6c34\u6a4b&quot;: 2,\n\n    # \u30a2\u30e1\u30c0\u30b9\u9b5a\u6d25\n    &quot;\u6ed1\u5ddd&quot;: 3,\n    &quot;\u30db\u30bf\u30eb\u30a4\u30ab&quot;: 3,\n    &quot;\u307b\u305f\u308b\u3044\u304b&quot;: 3,\n    &quot;\u30df\u30e5\u30fc\u30b8\u30a2\u30e0&quot;: 3,\n    &quot;\u9b5a\u6d25&quot;: 3,\n    &quot;\u88dc\u52a9\u6e2f&quot;: 3,\n    &quot;\u9ed2\u90e8&quot;: 3,\n    &quot;\u77f3\u7530&quot;: 3,\n    &quot;\u751f\u5730&quot;: 3,\n\n    # \u30a2\u30e1\u30c0\u30b9\u671d\u65e5\n    &quot;\u5165\u5584&quot;: 4,\n    &quot;\u671d\u65e5&quot;: 4,\n    &quot;\u5bae\u5d0e&quot;: 4,\n    &quot;\u5e02\u632f&quot;: 4,\n\n    # \u30a2\u30e1\u30c0\u30b9\u7cf8\u9b5a\u5ddd\n    &quot;\u59eb\u5ddd&quot;: 5,\n    &quot;\u7cf8\u9b5a\u5ddd&quot;: 5,\n    &quot;\u30d2\u30b9\u30a4&quot;: 5,\n\n    # \u7d30\u304b\u306a\u8868\u8a18\u3086\u308c\n    &quot;I \u6d5c&quot;: 2,\n    &quot;I\u6d5c&quot;: 2,\n    &quot;\u3042\u3055\u3072&quot;: 4,\n    &quot;\u3044\u308f\u305b&quot;: 2,\n    &quot;\u3046\u304a&quot;: 3,\n    &quot;\u3046\u3061\u3044\u3067&quot;: 2,\n    &quot;\u3048\u3073&quot;: 2,\n    &quot;\u304a\u3055\u304b\u306a\u30e9\u30f3\u30c9&quot;: 3,\n    &quot;\u3051\u3093\u304b\u5c71&quot;: 1,\n    &quot;\u3057\u3093\u304d\u308d\u3046\u30ed\u30fc\u30c9&quot;: 3,\n    &quot;\u306f\u307e\u304f\u308d&quot;: 2,\n    &quot;\u3072\u3059\u3044&quot;: 5,\n    &quot;\u307b\u305f\u307f\u3085\u30fc&quot;: 3,\n    &quot;\u30db\u30bf\u30df\u30e5\u30fc&quot;: 3,\n    &quot;\uff90\uff95\uff70\uff7c\uff9e\uff71\uff91&quot;: 3,\n    &quot;\u3084\u3044\u3065&quot;: 2,\n    &quot;\u3084\u3048\u305a&quot;: 2,\n    &quot;\u30e4\u30a8\u30ba&quot;: 2,\n    &quot;\u3088\u304b\u305f&quot;: 2,\n    &quot;\u30ad\u30e3\u30f3\u30d7\u5834&quot;: 2,\n    &quot;\u30c0\u30a4\u30e4\u6d77\u5cb8&quot;: 4,\n    &quot;\u30cf\u30de\u30af\u30ed&quot;: 2,\n    &quot;\u30db\u30c6\u30eb\u53e4\u5fd7&quot;: 2,\n    &quot;\u30de\u30ea\u30fc\u30ca&quot;: 2,\n    &quot;\u30d5\u30a3\u30c3\u30b7\u30e3\u30ea\u30fc\u30ca&quot;: 2,\n    &quot;\u4e07\u8449&quot;: 1,\n    &quot;\u516b\u91cd&quot;: 2,\n    &quot;\u516b\u5e61&quot;: 1,\n    &quot;\u4e0a\u5e02\u5ddd&quot;: 3,\n    &quot;\u4e0b\u65b0\u5ddd&quot;: 4,\n    &quot;\u53e4\u5fd7&quot;: 2,\n    &quot;\u5449\u897f&quot;: 1,\n    &quot;\u5449\u6771&quot;: 3,\n    &quot;\u5712&quot;: 4,\n    &quot;\u5883\u6d77\u5cb8&quot;: 4,\n    &quot;\u5927\u5c4b\u6d77\u5cb8&quot;: 4,\n    &quot;\u5bae\ufa11&quot;: 4,\n    &quot;\u5bcc\u5c71\u5e02&quot;: 2,\n    &quot;\u5bcc\u5c71\u65b0\u6e2f&quot;: 1,\n    &quot;\u5c04\u6c34&quot;: 1,\n    &quot;\u5ca9&quot; : 2,\n    &quot;\u5e84\u5ddd&quot;: 1,\n    &quot;\u5c0f\u77e2\u90e8\u5ddd&quot;: 1,\n    &quot;\u65b0\u5ddd&quot;: 4,\n    &quot;\u65b0\u6e2f&quot;: 1,\n    &quot;\u6771\u90e8&quot;: 4,\n    &quot;\u6771\u5074&quot;: 4,\n    &quot;\u6c37\u898b&quot;: 1,\n    &quot;\u6d5c\u25cb\u5d0e&quot;: 2,\n    &quot;\u6d77\u306e\u99c5&quot;: 3,\n    &quot;\u6d77\u6d5c\u516c\u5712&quot;: 3,\n    &quot;\u6d77\u8001&quot;: 2,\n    &quot;\u706b\u529b&quot;: 2,\n    &quot;\u767a\u96fb\u6240&quot;: 2,\n    &quot;\u770c\u5883&quot;: 4,\n    &quot;\u897f\u90e8&quot;: 1,\n    &quot;\u795e\u901a\u5ddd&quot;: 2,\n    &quot;\u8703\u6c17\u697c&quot;: 3,\n    &quot;\u96e8\u6674&quot;: 1,\n    &quot;\u89aa\u77e5&quot;: 5,\n    &quot;\u9752\u6d77&quot;: 5,\n    &quot;\u9ad8\u5ca1&quot;: 1,\n    &quot;\u9ad8\u6708&quot;: 3,\n    &quot;\u9ed2\u702c&quot;: 2,\n    &quot;\u702c\u6d5c&quot;: 2,\n    &quot;\u6d5c\u5d0e&quot;: 2,\n    &quot;\u897f\u306e&quot;: 2,\n    &quot;\u706f\u53f0&quot;: 2,\n    &quot;\u65b0\u6f01\u6e2f&quot;: 1,\n    &quot;\u65b0\u6f5f&quot;: 5\n}<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f4d\u7f6e\u7684\u306b\u306f\u3053\u3093\u306a\u611f\u3058\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"505\" src=\"https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1-1-1024x505.jpg\" alt=\"\" class=\"wp-image-1725\" srcset=\"https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1-1-1024x505.jpg 1024w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1-1-300x148.jpg 300w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1-1-768x379.jpg 768w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1-1.jpg 1026w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7d42\u7684\u306b\u3001\u300c\u65e5\u4ed8, \u5834\u6240, \u30db\u30bf\u30eb\u30a4\u30ab\u63a1\u53d6\u91cf\u30ec\u30d9\u30eb\u300d\u304c\u5404\u6295\u7a3f\u304b\u3089\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001\u30db\u30bf\u30eb\u30a4\u30ab\u63ac\u3044\u306f\u5fc3\u7406\u6226\u306a\u306e\u3067\u3001\u63b2\u793a\u677f\u306b\u5618\u6295\u7a3f\u3092\u6d41\u3057\u3066\u52d5\u63fa\u3055\u305b\u308b\u624b\u6cd5\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u6295\u7a3f\u3092\u9664\u5916\u3059\u308b\u305f\u3081\u3001\u540c\u3058\u65e5\u30fb\u540c\u3058\u5730\u57df\u306e\u6295\u7a3f\u7fa4\u304b\u308990\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb\u3067\u6700\u7d42\u7684\u306a\u8eab\u6295\u3052\u30ec\u30d9\u30eb\u3092\u78ba\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AD%A6%E7%BF%92%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E8%A3%9C%E5%AE%8C\"><\/span>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u88dc\u5b8c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u96e8\u3084\u66b4\u98a8\u306e\u65e5\u306f\u3001\u8ab0\u3082\u6d77\u5cb8\u306b\u884c\u304b\u306a\u3044\u306e\u3067\u30c7\u30fc\u30bf\u304c\u96c6\u307e\u308a\u307e\u305b\u3093\u3002\u304c\u3001\u3053\u306e\u3088\u3046\u306a\u65e5\u306b\u306f\u660e\u3089\u304b\u306b\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u53d6\u308c\u308b\u306f\u305a\u3082\u306a\u3044\u306e\u3067\u3001\u30db\u30bf\u30eb\u30a4\u30ab\u6e67\u304d\u30ec\u30d9\u30eb0\u3068\u3057\u3066\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u7684\u306b\u306f\u3001<strong>\u96e8\u91cf\u304c 30 mm \u8d85<\/strong>\u00a0\u307e\u305f\u306f\u00a0<strong>\u5e73\u5747\u98a8\u901f\u304c 8 m\/s \u4ee5\u4e0a<\/strong>\u00a0\u306e\u60aa\u6761\u4ef6\u65e5\u3092\u5bfe\u8c61\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AD%A6%E7%BF%92%E3%83%87%E3%83%BC%E3%82%BF%E6%95%B0\"><\/span>\u5b66\u7fd2\u30c7\u30fc\u30bf\u6570<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u306e\u64cd\u4f5c\u306e\u7d50\u679c\u3001\u6700\u7d42\u30c7\u30fc\u30bf\u306e\u5185\u8a33\u306f\u3001\u6b63\u4f8b(\u6e67\u304d) 785 \u4ef6\u3001\u8ca0\u4f8b(\u6e67\u304b\u306a\u3044) 996 \u4ef6\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u5730\u57df\u5225\u3067\u306f Location 1 \u304c 285 \u4ef6\u3001Location 2\u304c 721 \u4ef6\u3001Location 3 \u304c 438 \u4ef6\u3001Location 4 \u304c 279 \u4ef6\u3001Location 5 \u304c 58 \u4ef6\u3067\u3059\u3002\u601d\u3063\u305f\u3088\u308a\u5c11\u306a\u304f\u306a\u308a\u307e\u3057\u305f&#8230;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%B0%97%E8%B1%A1%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%8F%8E%E9%9B%86\"><\/span>\u6c17\u8c61\u30c7\u30fc\u30bf\u306e\u53ce\u96c6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3001\u5b66\u7fd2\u306b\u7528\u3044\u308b\u6c17\u8c61\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6c17\u8c61\u30c7\u30fc\u30bf\u306f\u3001\u5404 Location \u306b\u304a\u3044\u3066\u4e00\u756a\u8fd1\u3044\u6c17\u8c61\u89b3\u6e2c\u6240\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.data.jma.go.jp\/stats\/etrn\/index.php\">https:\/\/www.data.jma.go.jp\/stats\/etrn\/index.php<\/a><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td>Location No.<\/td><td>\u4ee3\u8868\u5730\u540d<\/td><td>\u4f7f\u7528\u6c17\u8c61\u30c7\u30fc\u30bf<\/td><\/tr><tr><td>1<\/td><td>\u96e8\u6674\u3001\u4f0f\u6728\u3001\u65b0\u6e4a<\/td><td>\u30a2\u30e1\u30c0\u30b9\u4f0f\u6728<\/td><\/tr><tr><td>2<\/td><td>\u6d77\u8001\u6c5f\u3001\u516b\u91cd\u6d25\u3001\u5ca9\u702c\u3001\u6d5c\u9ed2\u5d0e\u3001\u6c34\u6a4b<\/td><td>\u30a2\u30e1\u30c0\u30b9\u5bcc\u5c71<\/td><\/tr><tr><td>3<\/td><td>\u6ed1\u5ddd\u3001\u9b5a\u6d25\u3001\u9ed2\u90e8\u3001\u751f\u5730<\/td><td>\u30a2\u30e1\u30c0\u30b9\u9b5a\u6d25<\/td><\/tr><tr><td>4<\/td><td>\u5165\u5584\u3001\u671d\u65e5\u3001\u5e02\u632f<\/td><td>\u30a2\u30e1\u30c0\u30b9\u671d\u65e5<\/td><\/tr><tr><td>5<\/td><td>\u7cf8\u9b5a\u5ddd\u5468\u8fba<\/td><td>\u30a2\u30e1\u30c0\u30b9\u7cf8\u9b5a\u5ddd<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3001\u6c17\u6e29\u3001\u98a8\u901f\u3001\u98a8\u5411\u3001\u6c17\u5727\u3001\u964d\u6c34\u91cf\u3001\u65e5\u7167\u6642\u9593\u304c\u4f7f\u3048\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u8ffd\u52a0\u3067\u6f6e\u4f4d\u3001\u6ce2\u6d6a\u3001\u6d77\u6c34\u6e29\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u5168\u3066\u306e Location \u3067\u5171\u901a\u306e\u5024\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce2\u6d6a\u30c7\u30fc\u30bf\u306f NOWPHAS \u306e\u300c\u4f0f\u6728\u5bcc\u5c71\u6e2f\u4f0f\u6728\u300d\u304a\u3088\u3073\u300c\u4f0f\u6728\u5bcc\u5c71\u6e2f\u5bcc\u5c71\u300d\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002 2024 \u5e74\u4ee5\u964d\u306f\u78ba\u5b9a\u5024\u304c\u63c3\u3063\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u5229\u7528\u53ef\u80fd\u306a\u901f\u5831\u5024\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/nowphas.mlit.go.jp\/pastdata_select\">https:\/\/nowphas.mlit.go.jp\/pastdata_select<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6f6e\u4f4d\u30c7\u30fc\u30bf\u306f\u6c17\u8c61\u5e81\u306e\u5bcc\u5c71\u306b\u304a\u3051\u308b\u6f6e\u6c50\u89b3\u6e2c\u8cc7\u6599\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.data.jma.go.jp\/kaiyou\/db\/tide\/genbo\/format.html#hry\">https:\/\/www.data.jma.go.jp\/kaiyou\/db\/tide\/genbo\/format.html#hry<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d77\u6c34\u6e29\u30c7\u30fc\u30bf\u306f\u6c17\u8c61\u5e81\u306e\u5bcc\u5c71\u6e7e\u6cbf\u5cb8\u57df\u6d77\u9762\u6c34\u6e29\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.data.jma.go.jp\/kaiyou\/data\/db\/kaikyo\/series\/engan\/engan318.html\">https:\/\/www.data.jma.go.jp\/kaiyou\/data\/db\/kaikyo\/series\/engan\/engan318.html<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB%E3%81%A8%E7%89%B9%E5%BE%B4%E9%87%8F%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0\"><\/span>\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u6c7a\u5b9a\u6728\u306e LightGBM \u3092\u7528\u3044\u307e\u3057\u305f\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u3059\u304e\u308b\u306e\u3067\u3001\u6df1\u5c64\u5b66\u7fd2\u306f\u4e0d\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u5fb4\u91cf\u306f\u3001\u4ee5\u4e0b\u3092\u7528\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%9A%A6%E3%83%BB%E6%9C%88\"><\/span>\u66a6\u30fb\u6708<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e74\u5185\u306e\u65e5\u4ed8\u3092\u5468\u671f\u5909\u6570\u306b\u5909\u63db(sin\/cos)<\/li>\n\n\n\n<li>\u6708\u9f62\u3092 29.53 \u65e5\u5468\u671f\u3067\u5909\u63db(sin\/cos)<\/li>\n\n\n\n<li>\u5bcc\u5c71\u6e7e\u306e\u6d77\u6c34\u6e29<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">LightGBM\u306f\u65e5\u4ed8\u3092\u305d\u306e\u307e\u307e\u6271\u3048\u306a\u3044\u3057\u3001\u30db\u30bf\u30eb\u30a4\u30ab\u306e\u51fa\u73fe\u306b\u306f\u5b63\u7bc0\u6027\u304c\u3042\u308b\u306e\u3067\u3001\u5186\u5468\u3068\u3057\u3066\u5468\u671f\u6027\u3092\u8868\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%B0%97%E8%B1%A1\"><\/span>\u6c17\u8c61<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f53\u65e5\u306e\u964d\u6c34\u91cf\u5408\u8a08<\/li>\n\n\n\n<li>\u5f53\u65e5\u306e\u6c17\u6e29\u306e\u5e73\u5747\u3068\u6a19\u6e96\u504f\u5dee<\/li>\n\n\n\n<li>\u5f53\u65e5\u306e\u98a8\u901f\u306e\u5e73\u5747\u3068\u6a19\u6e96\u504f\u5dee<\/li>\n\n\n\n<li>\u5f53\u65e5\u306e\u6c17\u5727\u306e\u5e73\u5747\u3068\u6a19\u6e96\u504f\u5dee<\/li>\n\n\n\n<li>\u5f53\u65e5\u306e\u65e5\u7167\u6642\u9593\u5408\u8a08<\/li>\n\n\n\n<li>\u5f53\u65e5\u306e\u6e2f\u3054\u3068\u306e\u5411\u304b\u3044\u98a8\u65b9\u5411\u3092\u4f7f\u3063\u305f\u30d9\u30af\u30c8\u30eb\u30b9\u30b3\u30a2<\/li>\n\n\n\n<li>\u5f53\u65e520\u6642\u304b\u3089\u7fcc5\u6642\u307e\u3067\u306e\u6674\u308c\u6642\u9593<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5f53\u65e5\u306e\u6e2f\u3054\u3068\u306e\u5411\u304b\u3044\u98a8\u65b9\u5411\u3092\u4f7f\u3063\u305f\u30d9\u30af\u30c8\u30eb\u30b9\u30b3\u30a2\u300d\u3068\u3044\u3046\u306e\u306f\u3001\u5411\u304b\u3044\u98a8\u306a\u3089\u5cb8\u306b\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u62bc\u3057\u5bc4\u305b\u308b\u306f\u305a\u3068\u3044\u3046(\u6839\u62e0\u306e\u306a\u3044)\u63a8\u6e2c\u306b\u57fa\u3065\u3044\u305f\u7279\u5fb4\u91cf\u3067\u3059\u3002<br>\u5177\u4f53\u7684\u306b\u306f\u3001\u5404 Location \u3067\u300c\u3060\u3044\u305f\u3044\u305d\u306e\u65b9\u5411\u304b\u3089\u5439\u304f\u3068\u5411\u304b\u3044\u98a8\u306b\u306a\u308b\u300d\u3068\u307f\u306a\u3057\u305f\u89d2\u5ea6\u306b\u5bfe\u3057\u3066<code>\u98a8\u901f \u00d7 cos(\u98a8\u5411 - \u76ee\u6a19\u65b9\u5411)<\/code>\u00a0\u3067\u8a08\u7b97\u3057\u3066\u3044\u307e\u3059\u3002\u4e0a\u306e\u5730\u56f3\u3092\u773a\u3081\u306a\u304c\u3089\u3001\u305d\u308c\u3063\u307d\u3044\u89d2\u5ea6\u3092\u8a2d\u5b9a\u3057\u307e\u3057\u305f\u3002\u73fe\u5728\u306e\u89d2\u5ea6\u8a2d\u5b9a\u306f\u3001Location 1: 15 deg,  Location 2: 0 deg, Location 3: 292.5 deg,  Location 4: 337.5 deg, Location 5: 337.5 deg \u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5f53\u65e520\u6642\u304b\u3089\u7fcc5\u6642\u307e\u3067\u306e\u6674\u308c\u6642\u9593\u300d\u306f\u3001\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u6e67\u304f\u6761\u4ef6\u3068\u3057\u3066\u6709\u540d\u306a\u300c\u6708\u660e\u304b\u308a\u304c\u306a\u3044\u65e5\u300d\u306e\u7279\u5fb4\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%BD%AE%E4%BD%8D%E3%83%BB%E6%B3%A2%E6%B5%AA\"><\/span>\u6f6e\u4f4d\u30fb\u6ce2\u6d6a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f53\u65e524\u6642\u9593\u5185\u306e\u6f6e\u4f4d\u5dee<\/li>\n\n\n\n<li>\u5f53\u65e5\u306e\u591c\u9593\u5e2f\u306e\u76f8\u5bfe\u6f6e\u4f4d\u30b9\u30b3\u30a2<\/li>\n\n\n\n<li>\u5f53\u65e5\u306e\u6709\u7fa9\u6ce2\u9ad8\u306e\u5e73\u5747\u3068\u6a19\u6e96\u504f\u5dee<\/li>\n\n\n\n<li>\u5f53\u65e5\u306e\u6709\u7fa9\u6ce2\u5468\u671f\u306e\u5e73\u5747\u3068\u6a19\u6e96\u504f\u5dee<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u76f8\u5bfe\u6f6e\u4f4d\u30b9\u30b3\u30a2\u300d\u306f\u3001\u30db\u30bf\u30eb\u30a4\u30ab\u306e\u8eab\u6295\u3052\u304c\u8d77\u304d\u308b\u591c\u9593\u5e2f\u304c\u3001\u4e00\u65e5\u306e\u3046\u3061\u5e72\u6f6e\u5bc4\u308a\u306a\u306e\u304b\u6e80\u6f6e\u5bc4\u308a\u306a\u306e\u304b\u3092\u793a\u3059\u5024\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u6f6e\u4f4d\u30b9\u30b3\u30a2 =\n(\u591c\u9593\u5e2f 20:00-\u7fcc4:00 \u306e\u5e73\u5747\u6f6e\u4f4d - \u305d\u306e\u65e5\u306e\u6700\u4f4e\u6f6e\u4f4d)\n\/ (\u305d\u306e\u65e5\u306e\u6700\u9ad8\u6f6e\u4f4d - \u305d\u306e\u65e5\u306e\u6700\u4f4e\u6f6e\u4f4d)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u591c\u9593\u5e2f\u304c\u5e72\u6f6e\u5bc4\u308a\u306a\u3089 0 \u306b\u8fd1\u304f\u3001\u6e80\u6f6e\u5bc4\u308a\u306a\u3089 1 \u306b\u8fd1\u3044\u5024\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%89%8D%E6%97%A5%E3%81%AE%E3%83%A9%E3%82%B0%E7%89%B9%E5%BE%B4%E9%87%8F\"><\/span>\u524d\u65e5\u306e\u30e9\u30b0\u7279\u5fb4\u91cf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6c17\u8c61\u3001\u6f6e\u4f4d\u3001\u6ce2\u6d6a\u30c7\u30fc\u30bf\u306f\u524d\u65e5\u306e\u30e9\u30b0\u7279\u5fb4\u91cf\u3082\u7528\u3044\u307e\u3059\u3002\u524d\u65e5\u306e\u5929\u5019\u304c\u5927\u8352\u308c\u3060\u3068\u5c11\u306a\u304b\u3089\u305a\u5f71\u97ff\u3042\u308a\u305d\u3046\u306a\u306e\u3067\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"location_group\"><\/span>location_group<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f8c\u8ff0\u3059\u308b\u300c\u7d71\u5408\u30e2\u30c7\u30eb\u300d\u306b\u304a\u3044\u3066\u306f\u3001<code>location_group<\/code> \u7279\u5fb4\u91cf\u3092\u7528\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%84%E3%81%96%E3%80%81%E5%AD%A6%E7%BF%92\"><\/span>\u3044\u3056\u3001\u5b66\u7fd2<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u306f\u6642\u7cfb\u5217\u9806\u306b 80% \u3092\u5b66\u7fd2\u300120% \u3092\u691c\u8a3c\u306b\u4f7f\u3044\u3001 \u691c\u8a3c\u30c7\u30fc\u30bf\u3067\u95be\u5024\u3068\u7cbe\u5ea6\u3092\u6c7a\u3081\u307e\u3059\u3002\u6b20\u640d\u5024\u306f 0 \u57cb\u3081\u305b\u305a\u3001LightGBM \u306b NaN \u306e\u307e\u307e\u6e21\u3057\u3066\u3044\u307e\u3059\u3002Early Stopping \u306f 50 \u30e9\u30a6\u30f3\u30c9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d50\u8ad6\u304b\u3089\u3001\u7279\u5fb4\u91cf\u3092\u5165\u308c\u305f\u308a\u629c\u3044\u305f\u308a\u3001\u9055\u3046\u5730\u57df\u306e\u7279\u5fb4\u91cf\u3092\u4f7f\u3063\u305f\u308a\u8af8\u3005\u3084\u3063\u305f\u7d50\u679c\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u8ad6\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<br>\u524d\u63d0\u3068\u3057\u3066\u3001\u30db\u30bf\u30eb\u30a4\u30ab\u306e\u6e67\u304d\u91cf\u306e\u5177\u4f53\u7684\u306a\u63a8\u5b9a\u306f\u5168\u304f\u7cbe\u5ea6\u304c\u51fa\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u6e67\u304f\/\u6e67\u304b\u306a\u3044\u306e\u4e8c\u5024\u5206\u985e\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Location 5 \u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u5c11\u306a\u3055\u304b\u3089\u7cbe\u5ea6\u691c\u8a3c\u304c\u4e0d\u80fd<\/li>\n\n\n\n<li>Location 1, 3, 4 \u306f\u3001\u5168Location\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3057\u305f\u300c\u7d71\u5408\u30e2\u30c7\u30eb\u300d\u3092\u7528\u3044\u308b\u3068\u7cbe\u5ea6\u304c\u826f\u3044<\/li>\n\n\n\n<li>Location 2 \u306f\u3001Location 2\u306e\u307f\u306e\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3057\u305f\u300c\u5c02\u7528\u30e2\u30c7\u30eb\u300d\u3092\u7528\u3044\u308b\u3068\u7cbe\u5ea6\u304c\u826f\u3044<\/li>\n\n\n\n<li>Location 4 \u306f\u3001\u305d\u306e\u5730\u57df\u306b\u6700\u3082\u8fd1\u3044\u300c\u30a2\u30e1\u30c0\u30b9\u671d\u65e5\u300d\u3088\u308a\u3082\u300c\u30a2\u30e1\u30c0\u30b9\u5bcc\u5c71\u300d\u306e\u6c17\u8c61\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u307b\u3046\u304c\u7cbe\u5ea6\u304c\u826f\u3044<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001\u3053\u3046\u3067\u3059<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td>Location No.<\/td><td>\u30e2\u30c7\u30eb<\/td><td>\u4f7f\u7528\u6c17\u8c61\u30c7\u30fc\u30bf<\/td><\/tr><tr><td>1<\/td><td>\u7d71\u5408\u30e2\u30c7\u30eb<\/td><td>\u4f0f\u6728\u30a2\u30e1\u30c0\u30b9<\/td><\/tr><tr><td>2<\/td><td>\u5c02\u7528\u30e2\u30c7\u30eb<\/td><td>\u5bcc\u5c71\u30a2\u30e1\u30c0\u30b9<\/td><\/tr><tr><td>3<\/td><td>\u7d71\u5408\u30e2\u30c7\u30eb<\/td><td>\u9b5a\u6d25\u30a2\u30e1\u30c0\u30b9<\/td><\/tr><tr><td>4<\/td><td>\u7d71\u5408\u30e2\u30c7\u30eb<\/td><td>\u5bcc\u5c71\u30a2\u30e1\u30c0\u30b9<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u6761\u4ef6\u306b\u304a\u3044\u3066\u3001\u7cbe\u5ea6\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td>Location No.<\/td><td>\u95be\u5024<\/td><td>\u6e67\u304f Precision<\/td><td>\u6e67\u304b\u306a\u3044 Precision<\/td><td>F1<\/td><td>Accuracy<\/td><\/tr><tr><td>1<\/td><td>0.50<\/td><td>0.8235<\/td><td>0.8889<\/td><td>0.8235<\/td><td>0.8636<\/td><\/tr><tr><td>2<\/td><td>0.60<\/td><td>0.8654<\/td><td>0.7527<\/td><td>0.7500<\/td><td>0.7931<\/td><\/tr><tr><td>3<\/td><td>0.36<\/td><td>0.7143<\/td><td>0.7021<\/td><td>0.6757<\/td><td>0.7073<\/td><\/tr><tr><td>4<\/td><td>0.50<\/td><td>0.7429<\/td><td>0.7604<\/td><td>0.7027<\/td><td>0.7535<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e67\u304f Precision \u306f\u3001\u6e67\u304f\u3068\u5224\u5b9a\u3057\u3066\u5b9f\u969b\u306b\u6e67\u304f\u78ba\u7387\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95be\u5024\u306f\u3001\u691c\u8a3c\u30c7\u30fc\u30bf\u4e0a\u3067\u300c\u6e67\u304f Precision\u300d\u3068\u300c\u6e67\u304b\u306a\u3044 Precision\u300d\u3092\u95be\u5024\u3092\u30b9\u30a4\u30fc\u30d7\u3057\u306a\u304c\u3089\u6bd4\u8f03\u3057\u3001\u30d0\u30e9\u30f3\u30b9\u306e\u826f\u3044\u95be\u5024\u306e\u5024\u3092(\u4eba\u70ba\u7684\u306b)\u63a1\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Location 3 \u306f\u3061\u3087\u3063\u3068\u5fae\u5999\u3067\u3059\u304c\u3001\u4ed6\u306f\u305d\u308c\u306a\u308a\u306e\u7cbe\u5ea6\u304c\u5f97\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%9F%E9%81%8B%E7%94%A8%E6%99%82%E3%81%AB%E7%94%A8%E3%81%84%E3%82%8B%E6%B0%97%E8%B1%A1%E4%BA%88%E5%A0%B1%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%8F%96%E5%BE%97\"><\/span>\u5b9f\u904b\u7528\u6642\u306b\u7528\u3044\u308b\u6c17\u8c61\u4e88\u5831\u30c7\u30fc\u30bf\u306e\u53d6\u5f97<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u904b\u7528\u6642\u306b\u7528\u3044\u308b\u4e88\u5831\u30c7\u30fc\u30bf\u306f\u3001\u4ee5\u4e0b\u3088\u308a\u53d6\u5f97\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u9805\u76ee<\/td><td>\u53d6\u5f97\u5143<\/td><td>\u88dc\u8db3<\/td><\/tr><tr><td>\u6c17\u8c61<\/td><td><a href=\"https:\/\/open-meteo.com\"><\/a><a href=\"https:\/\/open-meteo.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Open-Meteo<\/a><\/td><td>Location 1 \u306f\u4f0f\u6728\u30a2\u30e1\u30c0\u30b9\u89b3\u6e2c\u6240\u5ea7\u6a19\u3001Location 2, 4 \u306f\u5bcc\u5c71\u30a2\u30e1\u30c0\u30b9\u5ea7\u6a19\u3001Location 3 \u306f\u9b5a\u6d25\u30a2\u30e1\u30c0\u30b9\u5ea7\u6a19\u306e\u6c17\u8c61\u4e88\u5831<\/td><\/tr><tr><td>\u6f6e\u4f4d<\/td><td><a href=\"https:\/\/www.data.jma.go.jp\/kaiyou\/db\/tide\/suisan\/readme.html\"><\/a><a href=\"https:\/\/www.data.jma.go.jp\/kaiyou\/db\/tide\/suisan\/suisan.php?stn=TY\" target=\"_blank\" rel=\"noopener\" title=\"\">\u6c17\u8c61\u5e81 \u5bcc\u5c71 \u6f6e\u4f4d\u4e88\u5831<\/a><\/td><td>\u4e88\u6e2c\u6f6e\u4f4d\u3092\u4f7f\u7528<\/td><\/tr><tr><td>\u6ce2\u6d6a<\/td><td><a href=\"https:\/\/www.data.jma.go.jp\/waveinf\/guid\/wave_guid.html?area=27\"><\/a><a href=\"https:\/\/www.data.jma.go.jp\/waveinf\/guid\/wave_guid.html?area=27\" target=\"_blank\" rel=\"noreferrer noopener\">\u6c17\u8c61\u5e81 \u5bcc\u5c71 \u6ce2\u6d6a\u4e88\u5831<\/a><\/td><td>\u6709\u7fa9\u6ce2\u9ad8\u30fb\u6709\u7fa9\u6ce2\u5468\u671f\u3092\u4f7f\u7528<\/td><\/tr><tr><td>\u6d77\u6c34\u6e29<\/td><td><a href=\"https:\/\/www.data.jma.go.jp\/kaiyou\/data\/db\/kaikyo\/series\/engan\/engan318.html\">\u6c17\u8c61\u5e81 \u5bcc\u5c71\u6e7e \u6d77\u6c34\u6e29<\/a><\/td><td>\u5bfe\u8c61\u65e5\u4ee5\u524d\u306e\u6700\u65b0\u89b3\u6e2c\u5024\u3092\u4f7f\u7528<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6c17\u8c61\u30c7\u30fc\u30bf\u306f\u3001\u5b66\u7fd2\u6642\u3068\u540c\u3058\u89b3\u6e2c\u70b9\u306e\u5ea7\u6a19\u306b\u304a\u3051\u308b\u4e88\u5831\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u904b\u7528\u4e0a\u306f\u3001\u6ce2\u6d6a\u4e88\u5831\u306e\u53d6\u5f97\u7bc4\u56f2\u304c 3 \u65e5\u7a0b\u5ea6\u3067\u3042\u308b\u305f\u3081\u3001\u4e88\u5831\u671f\u9593\u3082 \u4eca\u65e5\u30fb\u660e\u65e5\u30fb\u660e\u5f8c\u65e5\u306e 3 \u65e5\u307e\u3067\u306b\u5236\u9650\u3057\u3066\u3044\u307e\u3059\u3002(\u3053\u3053\u304c\u30cd\u30c3\u30af\uff01)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d77\u6c34\u6e29\u306e\u5909\u5316\u306f\u7de9\u3084\u304b\u3067\u3042\u308b\u305f\u3081\u3001\u6700\u65b0\u306e\u5f53\u65e5\u306e\u6d77\u6c34\u6e29\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066 3 \u65e5\u9593\u306e\u4e88\u5831\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3067\u30db\u30bf\u30eb\u30a4\u30ab\u6e67\u304d\u63a8\u5b9a\u306b\u5fc5\u8981\u306a\u6c17\u8c61\u4e88\u5831\u30c7\u30fc\u30bf\u306f\u63c3\u3044\u307e\u3057\u305f\u304c\u3001\u4e88\u5831\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u5834\u5408\u306e\u7cbe\u5ea6\u306f\u3001\u5b66\u7fd2(\u691c\u8a3c)\u6642\u306e\u7cbe\u5ea6\u3088\u308a\u3082\u5f53\u7136\u4e0b\u304c\u308b\u306f\u305a\u3002\u3069\u306e\u7a0b\u5ea6\u4e0b\u304c\u308b\u304b\u306f\u5b9a\u304b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u4eca\u5f8c\u306f\u4e88\u6e2c\u7684\u4e2d\u7387\u3092\u51fa\u3057\u3066\u660e\u3089\u304b\u306b\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%9B%E3%82%BF%E3%83%AB%E3%82%A4%E3%82%AB%E5%87%BA%E7%8F%BE%E7%A2%BA%E7%8E%87%E3%81%B8%E3%81%AE%E5%A4%89%E6%8F%9B\"><\/span>\u30db\u30bf\u30eb\u30a4\u30ab\u51fa\u73fe\u78ba\u7387\u3078\u306e\u5909\u63db<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u660e\u65e5\u306f\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u6e67\u304d\u307e\u3059\/\u6e67\u304d\u307e\u305b\u3093\u300d\u306e\u307f\u3067\u306f\u5473\u6c17\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u6e67\u304f\u78ba\u7387\u304c\u898b\u305f\u3044\u3067\u3059\u3088\u306d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3057\u304b\u3057\u3001LightGBM \u304c\u51fa\u3059\u751f\u30b9\u30b3\u30a2\u306f\u3001\u305d\u306e\u307e\u307e \u300c40% \u306a\u3089 10 \u56de\u306b 4 \u56de\u6e67\u304f\u300d\u3068\u8aad\u3081\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u3001isotonic regression \u306b\u3088\u308b\u78ba\u7387\u6821\u6b63\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306e\u8a18\u4e8b\u304c\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<s>\u306a\u304b\u306a\u304b\u96e3\u3057\u3044\u3067\u3059\u304c\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u3042\u308b\u3057Codex\u304c\u3084\u3063\u3066\u304f\u308c\u308b\u306e\u3067\u7406\u89e3\u3057\u306a\u304f\u3066\u3082\u7d44\u3081\u307e\u3057\u305f\u3002<\/s><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/qiita.com\/dai08srhg\/items\/eb08fc98e7149748a9d5\">https:\/\/qiita.com\/dai08srhg\/items\/eb08fc98e7149748a9d5<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3067\u3001\u51fa\u73fe\u78ba\u7387\u306e\u63a8\u5b9a\u5024\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%9F%E9%81%8B%E7%94%A8\"><\/span>\u5b9f\u904b\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">3\u6642\u9593\u6bce\u306bCrontab\u3092\u56de\u3057\u3066\u6700\u65b0\u306e\u6c17\u8c61\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3001\u90fd\u5ea6\u63a8\u8ad6\u3057\u307e\u3059\u3002N100\u30df\u30cbPC\u3067\u3082\u63a8\u8ad6\u306f\u4e00\u77ac\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6c7a\u5b9a\u6728\u306e\u8aac\u660e\u53ef\u80fd\u6027\u3068\u3044\u3046\u6700\u5927\u306e\u5229\u70b9\u3092\u751f\u304b\u3057\u3001\u30e2\u30c7\u30eb\u5225\u306b\u91cd\u8996\u3055\u308c\u308b\u7279\u5fb4\u91cf\u3084\u3001\u63a8\u5b9a\u7d50\u679c\u306e\u8a73\u7d30\u3068\u3057\u3066\u30d7\u30e9\u30b9\/\u30de\u30a4\u30ca\u30b9\u306b\u52b9\u3044\u305f\u7279\u5fb4\u91cf\u3082\u8868\u793a\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"951\" height=\"868\" src=\"https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1.png\" alt=\"\" class=\"wp-image-1726\" srcset=\"https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1.png 951w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1-300x274.png 300w, https:\/\/tatuiyo.xyz\/wp-content\/uploads\/2026\/05\/image-1-768x701.png 768w\" sizes=\"(max-width: 951px) 100vw, 951px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d71\u5408\u30e2\u30c7\u30eb\u3067\u306f\u3001\u300c\u5f53\u65e5\u964d\u6c34\u91cf\u300d\u3001\u300c\u6708\u9f62\u300d\u3001\u300c\u5f53\u65e5\u65e5\u7167\u6642\u9593\u300d\u3001\u300c\u5f53\u65e5\u591c\u306e\u816b\u308c\u6642\u9593\u300d\u304c\u91cd\u8996\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u30d7\u30e9\u30b9\u306b\u52b9\u3044\u305f\u8981\u56e0\u306e\u300c\u5f53\u65e5\u591c\u306e\u816b\u308c\u6642\u9593\u300d\u306f6\u6642\u9593\u3068\u306a\u3063\u3066\u3044\u3066\u3001\u3080\u3057\u308d\u591c\u306b\u6674\u308c\u3066\u3044\u308b\u65b9\u304c\u6e67\u304d\u3084\u3059\u3044\u3068\u3044\u3046\u63a8\u5b9a\u7d50\u679c\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u901a\u8aac\u3068\u306f\u9006\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u69d8\u306b\u3001\u5411\u304b\u3044\u98a8\u306a\u3089\u5cb8\u306b\u30db\u30bf\u30eb\u30a4\u30ab\u304c\u62bc\u3057\u5bc4\u305b\u308b\u306f\u305a\u3068\u3044\u3046\u63a8\u6e2c\u306b\u57fa\u3065\u3044\u305f\u300c\u5411\u304b\u3044\u98a8\u30b9\u30b3\u30a2\u300d\u3082\u3001\u9006\u306b\u70b9\u6570\u304c\u9ad8\u3044\u3068\u30de\u30a4\u30ca\u30b9\u306b\u52b9\u3044\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%AA%B2%E9%A1%8C\"><\/span>\u8ab2\u984c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6e67\u304f\/\u6e67\u304b\u306a\u3044\u306e\u4e8c\u5024\u5206\u985e\u3067\u3001\u6e67\u304d\u91cf\u306e\u63a8\u5b9a\u304c\u4e0d\u53ef\u80fd<\/li>\n\n\n\n<li>\u6ce2\u6d6a\u4e88\u5831\u306e\u5165\u624b\u7bc4\u56f2\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3067\u3001\u4eca\u65e5\u30fb\u660e\u65e5\u30fb\u660e\u5f8c\u65e5\u306e 3 \u65e5\u4e88\u5831\u306e\u307f\u306a\u70b9<\/li>\n\n\n\n<li>Location 5 (\u65b0\u6f5f\u306e\u7cf8\u9b5a\u5ddd) \u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u5c11\u306a\u3055\u306b\u8d77\u56e0\u3059\u308b\u3001\u63a8\u5b9a\u7cbe\u5ea6\u306e\u691c\u8a3c\u304c\u4e0d\u80fd\u306e\u554f\u984c<\/li>\n\n\n\n<li>Location 3 (\u6ed1\u5ddd\u3001\u9b5a\u6d25) \u306e\u7cbe\u5ea6\u304c\u4f4e\u3044\u554f\u984c<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30db\u30bf\u30eb\u30a4\u30ab\u8eab\u6295\u3052\u4e88\u60f3\u306f\u4e8c\u756a\u714e\u3058\u3067\u3059\u304c\u3001\u5730\u57df\u5225\u306e\u63a8\u5b9a\u304c\u3067\u304d\u308b\u70b9\u3067\u6709\u7528\u306a\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002 \u5148\u884c\u7814\u7a76(?)\u306e\u5b9f\u7528\u7cbe\u5ea6\u306f\u4e0d\u660e\u3067\u3059\u304c\u3001\u540c\u3058\u3042\u306e\u63b2\u793a\u677f\u3092\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u306e\u3067\u5927\u304d\u304f\u7cbe\u5ea6\u306f\u5909\u308f\u3089\u306a\u3044\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3061\u306a\u307f\u306b\u307e\u3060\u4e00\u5ea6\u3082\u30db\u30bf\u30eb\u30a4\u30ab\u63ac\u3044\u306b\u884c\u3063\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u80cc\u666f 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\u30db\u30bf\u30eb\u30a4\u30ab&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":1734,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[76,65,23,75],"tags":[],"class_list":["post-1722","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lightgbm","category-next-js","category-23","category-75"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1722","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1722"}],"version-history":[{"count":7,"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1722\/revisions"}],"predecessor-version":[{"id":1735,"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1722\/revisions\/1735"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=\/wp\/v2\/media\/1734"}],"wp:attachment":[{"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1722"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tatuiyo.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}