{"id":148722,"date":"2022-10-23T04:25:45","date_gmt":"2022-10-23T09:25:45","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/10\/this-may-revolutionize-data-science-we-introduce-tabpfn"},"modified":"2022-10-23T04:25:45","modified_gmt":"2022-10-23T09:25:45","slug":"this-may-revolutionize-data-science-we-introduce-tabpfn","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/10\/this-may-revolutionize-data-science-we-introduce-tabpfn","title":{"rendered":"This may revolutionize data science: we introduce TabPFN"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/this-may-revolutionize-data-science-we-introduce-tabpfn.jpg\"><\/a><\/p>\n<p>a new tabular data classification method that takes 1 second &amp; yields SOTA performance (better than hyperparameter-optimized gradient boosting in 1h). Current limits: up to 1k data points, 100 features, 10 classes. \ud83e\uddf51\/6.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>a new tabular data classification method that takes 1 second &amp; yields SOTA performance (better than hyperparameter-optimized gradient boosting in 1h). Current limits: up to 1k data points, 100 features, 10 classes. \ud83e\uddf51\/6.<\/p>\n","protected":false},"author":556,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[224],"tags":[],"class_list":["post-148722","post","type-post","status-publish","format-standard","hentry","category-science"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/148722","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/556"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=148722"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/148722\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=148722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=148722"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=148722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}