{"id":14752,"date":"2023-04-20T01:42:00","date_gmt":"2023-04-20T01:42:00","guid":{"rendered":"https:\/\/megagon.ai\/magneton_widgets_for_jupyter\/"},"modified":"2025-12-05T12:47:45","modified_gmt":"2025-12-05T12:47:45","slug":"magneton_widgets_for_jupyter","status":"publish","type":"post","link":"https:\/\/megagon.ai\/jp\/magneton_widgets_for_jupyter\/","title":{"rendered":"Magneton: Jupyter Notebooks\u5411\u3051\u306e\u900f\u660e\u3067\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14752\" class=\"elementor elementor-14752\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fcafcfe e-flex e-con-boxed e-con e-parent\" data-id=\"fcafcfe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c93cb2f elementor-widget elementor-widget-text-editor\" data-id=\"c93cb2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u30c7\u30fc\u30bf\u5b9f\u52d9\u8005\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u8a18\u8ff0\u5f62\u5f0f\u3067\u5b9f\u65bd\u304a\u3088\u3073\u4f1d\u9054\u3059\u308b\u76f8\u5bfe\u7684\u306a\u5bb9\u6613\u3055\u304b\u3089\u3001Jupyter Notebooks\u306e\u3088\u3046\u306a\u8a08\u7b97\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u5e83\u304f\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u8a18\u8ff0\u3092\u4f1d\u3048\u308b\u4e0a\u3067\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u308b\u306e\u304c\u3001<a href=\"https:\/\/ipywidgets.readthedocs.io\/en\/stable\/\">ipywidgets<\/a>\u306e\u3088\u3046\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u5185\u3067\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3055\u308c\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u53ef\u8996\u5316\uff08\u30b0\u30e9\u30d5\u5316\uff09\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u3001\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\uff08\u4f8b: <a href=\"https:\/\/vis.csail.mit.edu\/pubs\/b2\/\">B2<\/a>\uff09\u3084\u6a5f\u68b0\u5b66\u7fd2\u304a\u3088\u3073\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30bf\u30b9\u30af\u306e\u305f\u3081\u306e\u30e2\u30c7\u30eb\u958b\u767a\uff08\u4f8b: <a href=\"https:\/\/machinelearning.apple.com\/research\/composing-interactive-interfaces\">Symphony<\/a>\uff09\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u5c55\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u65e2\u5b58\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u8a2d\u8a08\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u30ae\u30e3\u30c3\u30d7\u304c\u3042\u308a\u3001\u305d\u308c\u304c\u30c7\u30fc\u30bf\u5b9f\u52d9\u8005\u306e\u4f53\u9a13\u306b\u60aa\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c6088e2 e-flex e-con-boxed e-con e-parent\" data-id=\"c6088e2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-515e835 elementor-widget elementor-widget-heading\" data-id=\"515e835\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u65e2\u5b58\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u8a2d\u8a08\u306e\u8ab2\u984c<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-04bdbeb e-flex e-con-boxed e-con e-parent\" data-id=\"04bdbeb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-97a64c1 elementor-widget elementor-widget-text-editor\" data-id=\"97a64c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u8efd\u91cf\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3067\u306e\u30e6\u30fc\u30b6\u30fc\u64cd\u4f5c\u306f\u3001\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u72b6\u614b\u3092\u66f4\u65b0\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u518d\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3059\u308b\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u30c8\u30ea\u30ac\u30fc\u3057\u307e\u3059\u3002\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u72b6\u614b\u306f\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\uff08\u4f8b: \u68d2\u30b0\u30e9\u30d5\u306b\u5bfe\u5fdc\u3059\u308b\u983b\u5ea6\u5206\u5e03\uff09\u306e\u5024\u3092\u4fdd\u6301\u3057\u307e\u3059\u3002<\/p><p>\u56f31\u306f\u3001\u7c73\u56fd\u5404\u5dde\u3054\u3068\u306e\u5e74\u9f62\u5206\u5e03\u3092\u8981\u7d04\u3059\u308b\u3053\u306e\u3088\u3046\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u793a\u3057\u3066\u3044\u307e\u3059\uff08\u30bd\u30fc\u30b9: https:\/\/data.transportation.gov\/\uff09\u3002\u5de6\u5074\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u5dde\u306e\u30ea\u30b9\u30c8\u3092\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u8868\u793a\u3057\u3001\u53f3\u5074\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u5bfe\u5fdc\u3059\u308b\u5e74\u9f62\u5206\u5e03\u3092\u8868\u793a\u3057\u307e\u3059\u3002\u521d\u671f\u72b6\u614b\u3067\u306f\u3001\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u7c73\u56fd\u5168\u5dde\u306e\u5e73\u5747\u5e74\u9f62\u5206\u5e03\u3092\u8868\u793a\u3057\u307e\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u5dde\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u5bfe\u5fdc\u3059\u308b\u68d2\u30b0\u30e9\u30d5\u306e\u5206\u5e03\u3092\u518d\u8a08\u7b97\u3059\u308b\u30c7\u30fc\u30bf\u64cd\u4f5c\u304c\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dbe51ef e-flex e-con-boxed e-con e-parent\" data-id=\"dbe51ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55bd38a elementor-widget elementor-widget-image\" data-id=\"55bd38a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2186\" height=\"896\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2023\/04\/fig1_state-init-view-1-6.gif\" class=\"attachment-full size-full wp-image-17116\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-60caaca e-flex e-con-boxed e-con e-parent\" data-id=\"60caaca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb37987 elementor-widget elementor-widget-text-editor\" data-id=\"eb37987\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>\u56f31: \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u4f8b<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dcc7269 e-flex e-con-boxed e-con e-parent\" data-id=\"dcc7269\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d4654a1 elementor-widget elementor-widget-heading\" data-id=\"d4654a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u900f\u660e\u6027\u3068\u518d\u5229\u7528\u6027\u306e\u6b20\u5982<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e60cb5e e-flex e-con-boxed e-con e-parent\" data-id=\"e60cb5e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8773c5 elementor-widget elementor-widget-text-editor\" data-id=\"d8773c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u65e2\u5b58\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u3084\u5bfe\u5fdc\u3059\u308b\u72b6\u614b\u9077\u79fb\u3092\u8ffd\u8de1\u3057\u307e\u305b\u3093\u3002\u305d\u306e\u7d50\u679c\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u304c\u5931\u308f\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u4ee5\u524d\u306e\u72b6\u614b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u305f\u308a\u518d\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002\u305f\u3068\u3048\u3070\u3001\u56f31\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3067\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u5dde\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u5bfe\u5fdc\u3059\u308b\u68d2\u30b0\u30e9\u30d5\u306e\u5206\u5e03\u304c\u518d\u8a08\u7b97\u3055\u308c\u3001\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u72b6\u614b\u9077\u79fb\u304c\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u6700\u65b0\u306e\u72b6\u614b\u306e\u307f\u3092\u4fdd\u6301\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u4ee5\u524d\u306e\u72b6\u614b\u3092\u5fa9\u5143\u3059\u308b\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6700\u521d\u304b\u3089\u64cd\u4f5c\u3092\u3084\u308a\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u63a2\u7d22\u7684\u5206\u6790\u3067\u306f\u5358\u4e00\u306e\u30e6\u30fc\u30b6\u30fc\u64cd\u4f5c\u3060\u3051\u3067\u671b\u307e\u3057\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u306f\u7a00\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u6d1e\u5bdf\u3092\u5f97\u305f\u308a\u7d50\u8ad6\u3092\u5c0e\u304f\u524d\u306b\u8907\u6570\u306e\u64cd\u4f5c\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u64cd\u4f5c\u5c65\u6b74\u3092\u4fdd\u6301\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u624b\u9806\u3092\u9061\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a66d32e e-flex e-con-boxed e-con e-parent\" data-id=\"a66d32e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83a2fc0 elementor-widget elementor-widget-text-editor\" data-id=\"83a2fc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306e\u6b20\u5982<\/strong><br \/>\u3053\u308c\u3089\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u3001\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u958b\u767a\u8005\u304c\u5b9a\u7fa9\u3057\u305f\u7d44\u307f\u8fbc\u307f\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u304b\u3089\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u304c\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u305f\u3081\u306e\u624b\u6bb5\u3092\u6b20\u3044\u3066\u3044\u307e\u3059\u3002\u7d44\u307f\u8fbc\u307f\u306e\u64cd\u4f5c\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3055\u306a\u3044\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u6a5f\u80fd\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u305b\u3056\u308b\u3092\u5f97\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u552f\u4e00\u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u958b\u767a\u8005\u306b\u4f9d\u983c\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u8868\u793a\u3055\u308c\u308b\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306b\u3001\u7279\u5b9a\u306e\u8208\u5473\u306e\u3042\u308b\u5dde\u3092\u9078\u629e\u3057\u3066\u8868\u793a\u3059\u308b\u6a5f\u80fd\u304c\u306a\u3044\u5834\u5408\u3092\u8003\u3048\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u7c73\u56fd\u5357\u90e8\u306e\u5dde\u306e\u307f\u3092\u8868\u793a\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u5b9a\u306e\u5dde\u3092\u9078\u629e\u3059\u308b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6a5f\u80fd\u304c\u306a\u3044\u3068\u3001\u5357\u90e8\u306e\u5dde\u3092\u624b\u52d5\u3067\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u3066\u63a2\u7d22\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li><li><strong>\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b<\/strong><br \/>\u79c1\u305f\u3061\u306f\u3001\u3053\u308c\u3089\u306e\u30ae\u30e3\u30c3\u30d7\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u3001Magneton\u3068\u3044\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u56f32\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001Magneton\u3092\u901a\u3058\u3066\u3001\u9ad8\u5ea6\u306a\u72b6\u614b\u7ba1\u7406\u304a\u3088\u3073\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u7ba1\u7406\u6a5f\u80fd\u3092\u5099\u3048\u305f\u300c\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u300d\u3092\u5c0e\u5165\u3057\u3001\u900f\u660e\u6027\u3068\u518d\u5229\u7528\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30d3\u30e5\u30fc\u3068\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306ePython\u30ab\u30fc\u30cd\u30eb\u9593\u306e\u901a\u4fe1\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u62e1\u5f35\u3057\u3001\u30e9\u30c3\u30d1\u30fc\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u304b\u3089\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u4e0a\u66f8\u304d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002\u6280\u8853\u7684\u306a\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u6700\u8fd1\u306eCHI 2023\u306e\u8ad6\u6587\uff08<a href=\"https:\/\/arxiv.org\/pdf\/2303.13447\">\u9045\u5ef6\u5831\u544a<\/a>\u3068\u3057\u3066\u63a1\u629e\uff09\u3067\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306e\u4f8b\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-15212ee e-flex e-con-boxed e-con e-parent\" data-id=\"15212ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4fcda1a elementor-widget elementor-widget-image\" data-id=\"4fcda1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1600\" height=\"582\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/02\/magneton.jpg\" class=\"attachment-full size-full wp-image-16648\" alt=\"\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/02\/magneton.jpg 1600w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/02\/magneton-300x109.jpg 300w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/02\/magneton-1024x372.jpg 1024w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/02\/magneton-768x279.jpg 768w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/02\/magneton-1536x559.jpg 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7af4278 e-flex e-con-boxed e-con e-parent\" data-id=\"7af4278\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3ff961 elementor-widget elementor-widget-text-editor\" data-id=\"e3ff961\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u56f32: (a) \u5f93\u6765\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3068 (b) Magneton\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u8a2d\u8a08\u3002\u7834\u7dda\uff08\u300c- -\u300d\uff09\u3067\u793a\u3055\u308c\u305f\u8981\u7d20 \u2014 \u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3068\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u30d3\u30e5\u30fc\u30e9\u30c3\u30d1\u30fc \u2014 \u306fMagneton\u306b\u3088\u3063\u3066\u5c0e\u5165\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9759d26 e-flex e-con-boxed e-con e-parent\" data-id=\"9759d26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4e6fdb elementor-widget elementor-widget-heading\" data-id=\"c4e6fdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u30b7\u30ca\u30ea\u30aa\u306e\u4f8b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c93e32 e-flex e-con-boxed e-con e-parent\" data-id=\"6c93e32\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ebad10 elementor-widget elementor-widget-text-editor\" data-id=\"2ebad10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u900f\u660e\u6027\u3068\u518d\u5229\u7528\u6027<\/strong><br \/>\u30e6\u30fc\u30b6\u30fc\u304c\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3068\u5bfe\u8a71\u3059\u308b\u305f\u3073\u306b\u3001\u5404\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u304c\u52d5\u7684\u306b\u8ffd\u8de1\u3055\u308c\u307e\u3059\u3002\u56f32\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u3092\u78ba\u8a8d\u3057\u3001\u4ee5\u524d\u306e\u72b6\u614b\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u623b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u56f31\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30e9\u30b9\u30ab\u3001\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u3001\u30d5\u30ed\u30ea\u30c0\u306e3\u3064\u306e\u72b6\u614b\u3092\u63a2\u7d22\u3057\u307e\u3057\u305f\u3002Magneton\u5bfe\u5fdc\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u540c\u3058\u63a2\u7d22\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u5c65\u6b74\u30d3\u30e5\u30fc\u3092\u5229\u7528\u3057\u3001\u300cRestore\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3053\u3068\u3067\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u306e\u5e74\u9f62\u5206\u5e03\u306b\u623b\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-567f47f e-flex e-con-boxed e-con e-parent\" data-id=\"567f47f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7f084 elementor-widget elementor-widget-image\" data-id=\"9c7f084\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2023\/04\/state-history-better.gif\" class=\"attachment-full size-full wp-image-17059\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c08568 e-flex e-con-boxed e-con e-parent\" data-id=\"4c08568\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2339600 elementor-widget elementor-widget-text-editor\" data-id=\"2339600\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>\u56f33: \u300c\u5c65\u6b74\u30d3\u30e5\u30fc\u300d\u3092\u4f7f\u7528\u3057\u305f\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u306e\u63a2\u7d22<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-245bf93 e-flex e-con-boxed e-con e-parent\" data-id=\"245bf93\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e48a685 elementor-widget elementor-widget-text-editor\" data-id=\"e48a685\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u30e6\u30fc\u30b6\u30fc\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u7684\u306b\u4efb\u610f\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u72b6\u614b\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u304a\u3088\u3073\u518d\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3053\u308c\u306b\u3088\u308a\u518d\u5229\u7528\u6027\u304c\u78ba\u4fdd\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u56f34\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304b\u3089 \u201cview_state()\u201d \u30b3\u30de\u30f3\u30c9\u3092\u767a\u884c\u3057\u3066\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u306e\u5e74\u9f62\u5206\u5e03\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u201dget_state()\u201d \u30b3\u30de\u30f3\u30c9\u3092\u767a\u884c\u3057\u3066\u3001\u72b6\u614b\u30c7\u30fc\u30bf\u3092Python\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u30ed\u30fc\u30c9\u3057\u3001\u540c\u3058\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u3067\u306e\u4e0b\u6d41\u30bf\u30b9\u30af\u306b\u305d\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u518d\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8f44ce0 e-flex e-con-boxed e-con e-parent\" data-id=\"8f44ce0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6eddc8 elementor-widget elementor-widget-image\" data-id=\"d6eddc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1970\" height=\"696\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/12\/state-get-1.gif\" class=\"attachment-full size-full wp-image-17067\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-48609de e-flex e-con-boxed e-con e-parent\" data-id=\"48609de\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-484a703 elementor-widget elementor-widget-text-editor\" data-id=\"484a703\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>\u56f34: \u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u73fe\u5728\u306e\u72b6\u614b\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u7684\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-005c6ed e-flex e-con-boxed e-con e-parent\" data-id=\"005c6ed\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0a44d7 elementor-widget elementor-widget-text-editor\" data-id=\"a0a44d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027<\/strong><br \/>\u30e6\u30fc\u30b6\u30fc\u306f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u3067\u30ab\u30b9\u30bf\u30e0\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u3001\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u958b\u767a\u8005\u304c\u4e8b\u524d\u5b9a\u7fa9\u3057\u305f\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u4e0a\u66f8\u304d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u56f31\u3067\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306b\u95a2\u3059\u308b\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u30c7\u30fc\u30bf\u64cd\u4f5c\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u5168\u7c73\u306e\u5dde\u3092\u8fd4\u3057\u307e\u3059\u3002\u540c\u3058\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092Magneton\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u518d\u8a2d\u8a08\u3059\u308b\u3068\u3001\u30c6\u30fc\u30d6\u30eb\u30d3\u30e5\u30fc\u306b\u5bfe\u5fdc\u3059\u308b\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u4e0a\u66f8\u304d\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p><p>\u5148\u307b\u3069\u306e\u4f8b\u306b\u623b\u308a\u3001\u7c73\u56fd\u5357\u90e8\u306e\u5dde\u306e\u307f\u3092\u8868\u793a\u3059\u308b\u5834\u5408\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u3089\u306e\u5dde\u3092\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u306b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u3069\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u304b\uff1f\u8fd1\u5e74\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u3053\u306e\u76ee\u7684\u306b\u5229\u7528\u3057\u307e\u3057\u3087\u3046\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u3067\u300cgroup_by_region()\u300d\u3068\u3044\u3046\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u3001\u3053\u306e\u95a2\u6570\u304c<a href=\"https:\/\/openai.com\/index\/openai-api\/\">ChatGPT API<\/a>\u3092\u5229\u7528\u3057\u3066\u30c6\u30fc\u30d6\u30eb\u306b\u8868\u793a\u3055\u308c\u305f\u7c73\u56fd\u306e\u5dde\u30ea\u30b9\u30c8\u304b\u3089\u5357\u90e8\u306e\u5dde\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u56f35\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u7d44\u307f\u8fbc\u307f\u306e\u30c6\u30fc\u30d6\u30eb\u8a08\u7b97\u95a2\u6570\u3092\u65b0\u305f\u306b\u5b9a\u7fa9\u3057\u305f\u95a2\u6570\u3067\u4e0a\u66f8\u304d\u3057\u3001\u5357\u90e8\u3068\u897f\u90e8\u306e\u5dde\u3092\u63a2\u7d22\u3057\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec8c4ce e-flex e-con-boxed e-con e-parent\" data-id=\"ec8c4ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a08c331 elementor-widget elementor-widget-image\" data-id=\"a08c331\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2023\/04\/state-customize-1-1.gif\" class=\"attachment-full size-full wp-image-17071\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b5a4d6 e-flex e-con-boxed e-con e-parent\" data-id=\"7b5a4d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0e56a06 elementor-widget elementor-widget-text-editor\" data-id=\"0e56a06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>\u56f35: \u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u95a2\u6570\u306b\u3088\u308b\u7d44\u307f\u8fbc\u307f\u64cd\u4f5c\u306e\u4e0a\u66f8\u304d<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f54d85 e-flex e-con-boxed e-con e-parent\" data-id=\"6f54d85\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cebf3c4 elementor-widget elementor-widget-heading\" data-id=\"cebf3c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u307e\u3068\u3081\u3068\u4eca\u5f8c\u306e\u5c55\u671b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6097cad e-flex e-con-boxed e-con e-parent\" data-id=\"6097cad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e83fa3e elementor-widget elementor-widget-text-editor\" data-id=\"e83fa3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u79c1\u305f\u3061\u306f\u3001\u8a08\u7b97\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u3067\u900f\u660e\u6027\u3001\u518d\u5229\u7528\u6027\u3001\u8868\u73fe\u529b\u8c4a\u304b\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u53ef\u80fd\u306b\u3059\u308b\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u5bfe\u5fdc\u3067\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30afMagneton\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002Magneton\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u3001\u65e2\u5b58\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306b\u306f\u306a\u3044\u3044\u304f\u3064\u304b\u306e\u5229\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u7d44\u307f\u8fbc\u307f\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u306e\u3055\u307e\u3056\u307e\u306a\u30b9\u30c6\u30c3\u30d7\u9593\u3067\u6d1e\u5bdf\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5171\u6709\u30a2\u30af\u30b7\u30e7\u30f3\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u3078\u306e\u4f9d\u5b58\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p><p>\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u3088\u308a\u8868\u73fe\u529b\u8c4a\u304b\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u4f5c\u6210\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u69cb\u7bc9\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3067\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3059\u308b\u969b\u306e\u6700\u9069\u5316\u6226\u7565\u306e\u63a2\u6c42\u3001\u3055\u307e\u3056\u307e\u306a\u5f79\u5272\u3084\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u5fdc\u3059\u308b\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u8a2d\u8a08\u3068\u3044\u3063\u305f\u3001\u8208\u5473\u6df1\u3044\u4eca\u5f8c\u306e\u7814\u7a76\u306e\u9053\u3092\u958b\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3053\u308c\u3089\u306e\u30a2\u30a4\u30c7\u30a2\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0e081e8 e-flex e-con-boxed e-con e-parent\" data-id=\"0e081e8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51c8d2c elementor-widget elementor-widget-text-editor\" data-id=\"51c8d2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u4f5c\u6210<\/strong><br \/>\u73fe\u5728\u306eMagneton\u306e\u8a2d\u8a08\u3067\u306f\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u304c\u63a2\u7d22\u3067\u304d\u308b\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u958b\u767a\u8005\u304c\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u70b9\u3067\u3001Magneton\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u30c7\u30fc\u30bf\u53ef\u8996\u5316\uff08\u30b0\u30e9\u30d5\u5316\uff09\u306e\u305f\u3081\u306eD3-Vega\u30b9\u30bf\u30c3\u30af\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002Magneton\u306f\u3001\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u30ab\u30fc\u30cd\u30eb\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4eca\u5f8c\u306e\u7814\u7a76\u65b9\u5411\u3068\u3057\u3066\u306f\u3001\u30ab\u30fc\u30cd\u30eb\u3092\u6d3b\u7528\u3057\u3066\u3001\u5ba3\u8a00\u578b\u306e\u53ef\u8996\u5316\uff08\u30b0\u30e9\u30d5\u5316\uff09\u4ed5\u69d8\u3084\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3001\u76f4\u63a5\u64cd\u4f5c\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u901a\u3058\u3066\u3001\u3088\u308a\u8868\u73fe\u529b\u8c4a\u304b\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u4f5c\u6210\u6226\u7565\u3092\u6a21\u7d22\u3059\u308b\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/li><li><strong>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u8a08\u7b97<\/strong><br \/>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u306f\u3001Magneton\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306b\u304b\u304b\u308b\u9045\u5ef6\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308a\u307e\u3059\u3002VegaFusion\u306f\u3001Vega\u306e\u53ef\u8996\u5316\uff08\u30b0\u30e9\u30d5\u5316\uff09\u751f\u6210\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u308b\u6700\u8fd1\u306e\u7814\u7a76\u3067\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u6226\u7565\u3092\u7528\u3044\u3066\u30b5\u30fc\u30d0\u30fc\u5074\u306e\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002Magneton\u3082\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u306e\u8ffd\u8de1\u3084\u53ef\u8996\u5316\uff08\u30b0\u30e9\u30d5\u5316\uff09\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u3001\u540c\u69d8\u306e\u6226\u7565\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0\u3001\u30d7\u30ea\u30d5\u30a7\u30c3\u30c1\u30f3\u30b0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3001\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3001\u30b5\u30fc\u30d0\u30fc\u5074\u3067\u306e\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30bf\u30eb\u30d3\u30e5\u30fc\u306e\u7dad\u6301\u3068\u3044\u3063\u305f\u53e4\u5178\u7684\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6700\u9069\u5316\u6280\u8853\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b9\u30b1\u30fc\u30eb\u306b\u5bfe\u5fdc\u3057\u305f\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u518d\u8a2d\u8a08\u3092\u9032\u3081\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/li><li><strong>\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u67d4\u8edf\u6027<\/strong><br \/>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u5354\u8abf\u578b\u3067\u3042\u308b\u5834\u5408\u3001Magneton\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306f\u7570\u306a\u308b\u5f79\u5272\uff08\u4f8b: \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\uff09\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u304c\u95a2\u4e0e\u3059\u308b\u5171\u6709\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5bfe\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5354\u8abf\u74b0\u5883\u306b\u304a\u3051\u308b\u5229\u5bb3\u95a2\u4fc2\u8005\u9593\u3067\u3001\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u4fa1\u5024\u306e\u8a8d\u8b58\u304c\u7570\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3082\u30461\u3064\u306e\u62e1\u5f35\u3068\u3057\u3066\u3001Magneton\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u6a5f\u80fd\u3067\u5f37\u5316\u3057\u3001\u3053\u308c\u3089\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u304c\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u5909\u63db\u53ef\u80fd\uff08\u305d\u306e\u9006\u3082\u542b\u3080\uff09\u306b\u306a\u308b\u3053\u3068\u3067\u3001\u591a\u69d8\u306a\u5229\u5bb3\u95a2\u4fc2\u8005\u306e\u8981\u4ef6\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-130b0b7 e-flex e-con-boxed e-con e-parent\" data-id=\"130b0b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-875b14c elementor-widget elementor-widget-text-editor\" data-id=\"875b14c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/arxiv.org\/pdf\/2303.13447\">\u8ad6\u6587<\/a>\u3068<a href=\"https:\/\/github.com\/megagonlabs\/magneton\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30ea\u30dd\u30b8\u30c8\u30ea<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p><p>\u57f7\u7b46\u8005\uff1a<a href=\"https:\/\/megagon.ai\/jp\/team\/sajjadur-rahman\/\">Sajjadur Rahman<\/a>\u3001Megagon Labs<\/p><p>[\u539f\u6587\u3078 \u2013\u00a0<a href=\"https:\/\/megagon.ai\/magneton_widgets_for_jupyter\/\">2023\/4\/20<\/a>]<\/p><p>\uff08\u7ffb\u8a33\uff1a<a href=\"https:\/\/megagon.ai\/jp\/\">Megagon Labs \u6771\u4eac\u30aa\u30d5\u30a3\u30b9<\/a>\uff09<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Magneton\u306f\u3001\u8a08\u7b97\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u304a\u3044\u3066\u900f\u660e\u6027\u304c\u9ad8\u304f\u3001\u518d\u5229\u7528\u53ef\u80fd\u3067\u8868\u73fe\u529b\u8c4a\u304b\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u5bfe\u8a71\u5c65\u6b74\u3092\u8003\u616e\u3057\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u69cb\u6210\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<\/p>\n","protected":false},"author":2,"featured_media":13089,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-14752","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"yoast_head":"<!-- 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