{"id":1848,"date":"2011-06-22T10:21:23","date_gmt":"2011-06-22T16:21:23","guid":{"rendered":"http:\/\/hunch.net\/?p=1848"},"modified":"2011-06-26T12:44:29","modified_gmt":"2011-06-26T18:44:29","slug":"ultra-lda","status":"publish","type":"post","link":"https:\/\/hunch.net\/?p=1848","title":{"rendered":"Ultra LDA"},"content":{"rendered":"<p><a href=\"http:\/\/research.yahoo.com\/Shravan_Narayanamurthy\">Shravan<\/a> and <a href=\"http:\/\/alex.smola.org\/\">Alex<\/a>&#8216;s LDA code is <a href=\"http:\/\/blog.smola.org\/post\/6359713161\/speeding-up-latent-dirichlet-allocation\">released<\/a>.  On a single machine, I&#8217;m not sure how it currently compares to the online LDA in <a href=\"https:\/\/github.com\/JohnLangford\/vowpal_wabbit\/wiki\">VW<\/a>, but the ability to effectively scale across very many machines is surely interesting.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Shravan and Alex&#8216;s LDA code is released. On a single machine, I&#8217;m not sure how it currently compares to the online LDA in VW, but the ability to effectively scale across very many machines is surely interesting.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,42,29,10],"tags":[],"class_list":["post-1848","post","type-post","status-publish","format-standard","hentry","category-announcements","category-code","category-machine-learning","category-unsupervised"],"_links":{"self":[{"href":"https:\/\/hunch.net\/index.php?rest_route=\/wp\/v2\/posts\/1848","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hunch.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hunch.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hunch.net\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/hunch.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1848"}],"version-history":[{"count":0,"href":"https:\/\/hunch.net\/index.php?rest_route=\/wp\/v2\/posts\/1848\/revisions"}],"wp:attachment":[{"href":"https:\/\/hunch.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1848"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hunch.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1848"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hunch.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1848"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}