{"id":5156,"date":"2024-07-17T05:06:00","date_gmt":"2024-07-16T20:06:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5156"},"modified":"2024-07-17T05:06:00","modified_gmt":"2024-07-16T20:06:00","slug":"talent-a-tabular-analytics-and-learning-toolbox","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5156","title":{"rendered":"TALENT: A Tabular Analytics and Learning Toolbox"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TALENT: A Tabular Analytics and Learning Toolbox\u00a0<\/strong>[24.9]<br>\u672c\u7a3f\u3067\u306f,\u8868\u578b\u624b\u6cd5\u306e\u6d3b\u7528,\u5206\u6790,\u6bd4\u8f03\u3092\u884c\u3046\u305f\u3081\u306bTALENT (Tabular Analytics and LEarNing Toolbox) \u3068\u3044\u3046\u6c4e\u7528\u7684\u306a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3092\u63d0\u6848\u3059\u308b\u3002 TALENT\u306f\u3001\u69d8\u3005\u306a\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304a\u3088\u3073\u6b63\u898f\u5316\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u95a2\u9023\u3059\u308b\u300120\u4ee5\u4e0a\u306e\u6df1\u3044\u8868\u5c64\u4e88\u6e2c\u624b\u6cd5\u306e\u5e83\u7bc4\u306a\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u542b\u3093\u3067\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306e\u8a2d\u8a08\u3068\u6a5f\u80fd\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\u3068\u3068\u3082\u306b,\u305d\u306e\u5b9f\u8df5\u7684\u5fdc\u7528\u3092\u3044\u304f\u3064\u304b\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u901a\u3058\u3066\u8aac\u660e\u3057,\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u5404\u7a2e\u624b\u6cd5\u306e\u6027\u80fd\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2407.04057v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2407.04057v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 04 Jul 2024 16:57:14 GMT)<\/li>\n\n\n\n<li>\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3067Deep\u7cfb\u306e\u624b\u6cd5\u304c\u8c4a\u5bcc\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/qile2000\/LAMDA-TALENT\">GitHub &#8211; qile2000\/LAMDA-TALENT: A comprehensive toolkit and benchmark for tabular data learning, featuring over 20 deep methods, more than 10 classical methods, and 300 diverse tabular datasets.<\/a><\/li>\n\n\n\n<li>\u3084\u306f\u308aCatBoost\u3084XGB\u306f\u304b\u306a\u308a\u512a\u79c0\u306a\u306e\u3067\u306f\u30fb\u30fb\u30fb<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[498],"class_list":["post-5156","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-498"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5156","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5156"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5156\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5156"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5156"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5156"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}