{"id":6267,"date":"2023-02-02T06:34:03","date_gmt":"2023-02-02T06:34:03","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2023\/02\/02\/skops-a-new-library-to-improve-scikit-learn-in-production\/"},"modified":"2023-02-02T06:34:03","modified_gmt":"2023-02-02T06:34:03","slug":"skops-a-new-library-to-improve-scikit-learn-in-production","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2023\/02\/02\/skops-a-new-library-to-improve-scikit-learn-in-production\/","title":{"rendered":"skops: a new library to improve scikit-learn in production"},"content":{"rendered":"<p>Author: Merve Noyan<\/p>\n<div>There are various challenges in MLOps and model sharing, including, security and reproducibility. To tackle these for scikit-learn models, we&#8217;ve developed a new open-source library: skops. In this article, I will walk you through how it works and how to use it with an end-to-end example.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2023\/02\/skops-new-library-improve-scikitlearn-production.html?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=skops-a-new-library-to-improve-scikit-learn-in-production\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Merve Noyan There are various challenges in MLOps and model sharing, including, security and reproducibility. To tackle these for scikit-learn models, we&#8217;ve developed a [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2023\/02\/02\/skops-a-new-library-to-improve-scikit-learn-in-production\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":464,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/6267"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=6267"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/6267\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/461"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=6267"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=6267"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=6267"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}