{"id":69,"date":"2022-04-15T04:17:53","date_gmt":"2022-04-15T04:17:53","guid":{"rendered":"https:\/\/www.deadmandao.com\/?p=69"},"modified":"2022-04-15T04:17:53","modified_gmt":"2022-04-15T04:17:53","slug":"clustering-github-commits","status":"publish","type":"post","link":"https:\/\/www.deadmandao.com\/?p=69","title":{"rendered":"Clustering GitHub Commits"},"content":{"rendered":"\n<p>Today was exciting! Matt has been extracting statistics from 2,629 GitHub commits and I&#8217;ve been doing some feature engineering on the data. Today I did a K-Means clustering that is simply beautiful:<br><br><a href=\"https:\/\/wiki.deadmandao.com\/index.php\/W3HN_Iteration_Two#First_Clustering\">https:\/\/wiki.deadmandao.com\/index.php\/W3HN_Iteration_Two#First_Clustering<\/a><br><br>The commits were from projects that use Rust and React as their core languages. The computer created 5 clearly meaningful clusters (and one cluster I haven&#8217;t figured out yet).<br><br>We will use the clustering as an aid for manual labeling on some example commits to use in training a classifier.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Today was exciting! Matt has been extracting statistics from 2,629 GitHub commits and I&#8217;ve been doing some feature engineering on the data. Today I did a K-Means clustering that is simply beautiful: https:\/\/wiki.deadmandao.com\/index.php\/W3HN_Iteration_Two#First_Clustering The commits were from projects that use Rust and React as their core languages. The computer created 5 clearly meaningful clusters (and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/posts\/69"}],"collection":[{"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=69"}],"version-history":[{"count":1,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/posts\/69\/revisions"}],"predecessor-version":[{"id":70,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=\/wp\/v2\/posts\/69\/revisions\/70"}],"wp:attachment":[{"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=69"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=69"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deadmandao.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=69"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}