{"id":1220,"date":"2016-03-14T10:08:52","date_gmt":"2016-03-14T02:08:52","guid":{"rendered":"http:\/\/magicalbits.net\/?p=1220"},"modified":"2016-03-14T10:08:52","modified_gmt":"2016-03-14T02:08:52","slug":"rochester-nrtalphago-a-replication-of-deepminds-2016-nature-publication-mastering-the-game-of-go-with-deep-neural-networks-and-tree-search-details-of-which-can-be-found-on-their-website","status":"publish","type":"post","link":"https:\/\/magicalbits.net\/?p=1220","title":{"rendered":"Rochester-NRT\/AlphaGo: A replication of DeepMind&#8217;s 2016 Nature publication, &#8220;Mastering the game of Go with deep neural networks and tree search,&#8221; details of which can be found on their website."},"content":{"rendered":"<blockquote><p>This project is a replication\/reference implementation of DeepMind&#8217;s 2016 Nature publication, &#8220;Mastering the game of Go with deep neural networks and tree search,&#8221; details of which can be found on their website. This implementation uses Python and Keras &#8211; a decision to prioritize code clarity, at least in the early stages.<\/p><\/blockquote>\n<p>Source: <em><a href=\"https:\/\/github.com\/Rochester-NRT\/AlphaGo\">Rochester-NRT\/AlphaGo: A replication of DeepMind&#8217;s 2016 Nature publication, &#8220;Mastering the game of Go with deep neural networks and tree search,&#8221; details of which can be found on their website.<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This project is a replication\/reference implementation of DeepMind&#8217;s 2016 Nature publication, &#8220;Mastering the game of Go with deep neural networks and tree search,&#8221; details of which can be found on their website. This implementation uses Python and Keras &#8211; a decision to prioritize code clarity, at least in the early stages. Source: Rochester-NRT\/AlphaGo: A replication [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1220","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"jetpack_featured_media_url":"","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/1220","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1220"}],"version-history":[{"count":1,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/1220\/revisions"}],"predecessor-version":[{"id":1221,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/1220\/revisions\/1221"}],"wp:attachment":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1220"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1220"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1220"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}