{"id":128,"date":"2017-06-09T06:36:26","date_gmt":"2017-06-09T06:36:26","guid":{"rendered":"http:\/\/bskog.com\/ai\/?p=128"},"modified":"2017-06-09T06:36:26","modified_gmt":"2017-06-09T06:36:26","slug":"convnetjs-a-javascript-library-for-training-neural-networks-in-your-browser","status":"publish","type":"post","link":"http:\/\/bskog.com\/ai\/2017\/06\/09\/convnetjs-a-javascript-library-for-training-neural-networks-in-your-browser\/","title":{"rendered":"ConvNetJS &#8211; A JavaScript library for training Neural Networks in your browser"},"content":{"rendered":"<p>Here is a link to an Open Source JavaScript library that allows you to train neural networks in your browser. It was created by Andrej Karpathy, a PhD student at Stanford University and is currently community maintained.<\/p>\n<p>It currently supports:<\/p>\n<ul>\n<li><b>Common Neural Network modules<\/b> (fully connected layers, non-linearities)<\/li>\n<li>Classification (SVM\/Softmax) and Regression (L2) <b>cost functions<\/b><\/li>\n<li>Ability to specify and train <b>Convolutional Networks<\/b> that process images<\/li>\n<li>An experimental <b>Reinforcement Learning module<\/b>, based on Deep Q Learning.<\/li>\n<\/ul>\n<p>Project site: http:\/\/cs.stanford.edu\/people\/karpathy\/convnetjs\/<br \/>\nGithub:\u00a0https:\/\/github.com\/karpathy\/convnetjs<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here is a link to an Open Source JavaScript library that allows you to train neural networks in your browser. It was created by Andrej Karpathy, a PhD student at Stanford University and is currently community maintained. It currently supports: Common Neural Network modules (fully connected layers, non-linearities) Classification (SVM\/Softmax) and Regression (L2) cost functions &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/bskog.com\/ai\/2017\/06\/09\/convnetjs-a-javascript-library-for-training-neural-networks-in-your-browser\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;ConvNetJS &#8211; A JavaScript library for training Neural Networks in your browser&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,13],"tags":[],"class_list":["post-128","post","type-post","status-publish","format-standard","hentry","category-deep-learning","category-frameworks"],"_links":{"self":[{"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/posts\/128","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/comments?post=128"}],"version-history":[{"count":0,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/posts\/128\/revisions"}],"wp:attachment":[{"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/media?parent=128"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/categories?post=128"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/tags?post=128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}