{"id":151263,"date":"2019-07-16T09:38:00","date_gmt":"2019-07-16T01:38:00","guid":{"rendered":"http:\/\/itteacheritfreelance.hk\/test\/wordpress\/?guid=bae35c84cd278aee213baf4948984be1"},"modified":"2019-07-16T09:38:00","modified_gmt":"2019-07-16T01:38:00","slug":"the-best-machine-learning-and-deep-learning-libraries","status":"publish","type":"post","link":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/2019\/07\/16\/the-best-machine-learning-and-deep-learning-libraries\/","title":{"rendered":"The best machine learning and deep learning libraries"},"content":{"rendered":"<p>If you\u2019re starting a new machine learning or deep learning project, you may be confused about which framework to choose. As we\u2019ll discuss, there are several good options for both kinds of projects.<\/p>\n<p>There is a difference between a machine learning framework and a deep learning framework. Essentially, a machine learning framework covers a variety of learning methods for <a href=\"http:\/\/itteacheritfreelance.hk\/index.php\" title=\"\u672c\u7db1\u9801\u63d0\u4f9b\u4e00\u500b\u65b9\u4fbf\u7684\u5e73\u53f0, \u70ba\u5927\u5bb6\u914d\u5c0d\u96fb\u8166\u88dc\u7fd2,IT freelance, \u79c1\u4eba\u8001\u5e2b , PHP\u88dc\u7fd2, HTML\u88dc\u7fd2, CSS\u88dc\u7fd2, JavaScript\u88dc\u7fd2, XML, Java\u88dc\u7fd2,Server\u88dc\u7fd2, MySQL\u88dc\u7fd2, \u4e2d\u5b78\u96fb\u8166\u79d1\u79c1\u4eba\u88dc\u7fd2, \u5728\u8077\u4eba\u58eb\u96fb\u8166\u63d0\u5347\u88dc\u7fd2,\u5c08\u696d\u8003\u8a66\u96fb\u8166 \u88dc\u7fd2,\u96fb\u8166\u5716\u50cf\u8a2d\u8a08\u96fb\u8166\u88dc\u7fd2, gra\">class<\/a>ification, regression, clustering, anomaly detection, and data preparation, and may or may not include neural network methods.<\/p>\n<aside class=\"fakesidebar\">\n<aside class=\"fakesidebar\"><strong>[ Make sense of machine learning: <a href=\"https:\/\/www.infoworld.com\/article\/3339561\/ai-machine-learning-and-deep-learning-everything-you-need-to-know.html\">AI, machine learning, and deep learning: Everything you need to know<\/a>. | <a href=\"https:\/\/www.infoworld.com\/article\/3397142\/deep-learning-explained.html\">Deep learning explained<\/a>. | <a href=\"https:\/\/www.infoworld.com\/article\/3214424\/machine-learning-explained.html\">Machine learning explained<\/a>. | <a href=\"https:\/\/www.infoworld.com\/article\/3394399\/machine-learning-algorithms-explained.html\">Machine learning algorithms explained<\/a>. | <a href=\"https:\/\/www.infoworld.com\/article\/3223688\/machine-learning-skills-for-software-engineers.html\">Machine learning skills for software engineers<\/a>. | Go deep into analytics and big data with the <a href=\"https:\/\/www.infoworld.com\/newsletters\/signup.html\">InfoWorld Big Data and Analytics Report newsletter<\/a>. ]<\/strong><\/aside>\n<aside class=\"fakesidebar\"\/>\n<\/aside>\n<p>A deep learning or deep neural network framework covers a variety of neural network topologies with many hidden layers. <a href=\"https:\/\/www.infoworld.com\/article\/3305058\/review-keras-sails-through-deep-learning.html\">Keras<\/a>, <a href=\"https:\/\/www.infoworld.com\/article\/3318557\/review-mxnet-deep-learning-shines-with-gluon.html\">MXNet<\/a>, <a href=\"https:\/\/www.infoworld.com\/article\/3289633\/pytorch-review-a-deep-learning-framework-built-for-speed.html\">PyTorch<\/a>, and <a href=\"https:\/\/www.infoworld.com\/article\/3250165\/tensorflow-review-the-best-deep-learning-library-gets-better.html\">TensorFlow <\/a>are deep learning frameworks. <a href=\"https:\/\/www.infoworld.com\/article\/3158509\/review-scikit-learn-shines-for-simpler-machine-learning.html\">Scikit-learn<\/a> and <a href=\"https:\/\/www.infoworld.com\/article\/3141605\/review-spark-lights-up-machine-learning.html\">Spark MLlib<\/a> are machine learning frameworks. (Click any of the previous links to read my stand-alone review of the product.)<\/p>\n<p class=\"jumpTag\"><a href=\"https:\/\/www.javaworld.com\/article\/3409095\/the-best-machine-learning-and-deep-learning-libraries.html#jump\">To read this article in full, please click here<\/a><\/p>\n<\/section>\n<\/article>\n<p>(Insider Story)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you&rsquo;re starting a new machine learning or deep learning project, you may be confused about which framework to choose. As we&rsquo;ll discuss, there are several good options for both kinds of projects.<\/p>\n<p>There is a difference between a machine learning framework and a deep learning framework. Essentially, a machine learning framework covers a variety of learning methods for classification, regression, clustering, anomaly detection, and data preparation, and may or may not include neural network methods.<\/p>\n<aside>\n<aside><strong>[ Make sense of machine learning: <a href=\"https:\/\/www.infoworld.com\/article\/3339561\/ai-machine-learning-and-deep-learning-everything-you-need-to-know.html\">AI, machine learning, and deep learning: Everything you need to know<\/a>. | <a href=\"https:\/\/www.infoworld.com\/article\/3397142\/deep-learning-explained.html\">Deep learning explained<\/a>. | <a href=\"https:\/\/www.infoworld.com\/article\/3214424\/machine-learning-explained.html\">Machine learning explained<\/a>. | <a href=\"https:\/\/www.infoworld.com\/article\/3394399\/machine-learning-algorithms-explained.html\">Machine learning algorithms explained<\/a>. | <a href=\"https:\/\/www.infoworld.com\/article\/3223688\/machine-learning-skills-for-software-engineers.html\">Machine learning skills for software engineers<\/a>. | Go deep into analytics and big data with the <a href=\"https:\/\/www.infoworld.com\/newsletters\/signup.html\">InfoWorld Big Data and Analytics Report newsletter<\/a>. ]<\/strong><\/aside>\n<aside><\/aside>\n<\/aside>\n<p>A deep learning or deep neural network framework covers a variety of neural network topologies with many hidden layers. <a href=\"https:\/\/www.infoworld.com\/article\/3305058\/review-keras-sails-through-deep-learning.html\">Keras<\/a>, <a href=\"https:\/\/www.infoworld.com\/article\/3318557\/review-mxnet-deep-learning-shines-with-gluon.html\">MXNet<\/a>, <a href=\"https:\/\/www.infoworld.com\/article\/3289633\/pytorch-review-a-deep-learning-framework-built-for-speed.html\">PyTorch<\/a>, and <a href=\"https:\/\/www.infoworld.com\/article\/3250165\/tensorflow-review-the-best-deep-learning-library-gets-better.html\">TensorFlow <\/a>are deep learning frameworks. <a href=\"https:\/\/www.infoworld.com\/article\/3158509\/review-scikit-learn-shines-for-simpler-machine-learning.html\">Scikit-learn<\/a> and <a href=\"https:\/\/www.infoworld.com\/article\/3141605\/review-spark-lights-up-machine-learning.html\">Spark MLlib<\/a> are machine learning frameworks. (Click any of the previous links to read my stand-alone review of the product.)<\/p>\n<p><a href=\"https:\/\/www.javaworld.com\/article\/3409095\/the-best-machine-learning-and-deep-learning-libraries.html#jump\">To read this article in full, please click here<\/a><\/p>\n<p>(Insider Story) <a href=\"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/2019\/07\/16\/the-best-machine-learning-and-deep-learning-libraries\/\">\u95b1\u8b80\u5168\u6587 <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":135,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"slim_seo":[],"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[451,2,7],"tags":[398,402,397,414,413,410,409,407,408,406,399,400,394,318,558,560,555,561,566,553,554,586,585,563,562,183,567,524,10,401,396,403,412,411,395,405,404,457,454,319,316],"jetpack_publicize_connections":[],"aioseo_notices":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p7prtj-DlJ","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/posts\/151263"}],"collection":[{"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/users\/135"}],"replies":[{"embeddable":true,"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/comments?post=151263"}],"version-history":[{"count":1,"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/posts\/151263\/revisions"}],"predecessor-version":[{"id":154258,"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/posts\/151263\/revisions\/154258"}],"wp:attachment":[{"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/media?parent=151263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/categories?post=151263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itteacheritfreelance.hk\/test\/wordpress\/wp-json\/wp\/v2\/tags?post=151263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}