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Re:Introduction to Support Vector Machines in Machine Learning by astrophysician on Thursday April 30, 2020 @06:02PM (#23036726)
I think PGM's are covered by a lot of "standard" ML texts -- someone else mentioned Murphy's book which is great and is humongous but is a good reference for pretty much every method under the sun.

Bishop's Pattern Recognition and Machine Learning has a chapter thats free online: https://www.microsoft.com/en-us/research/wp-content/uploads/...

Re:Introduction to Support Vector Machines in Machine Learning by jclos on Thursday April 30, 2020 @08:30PM (#23037912)
I'd just like to add that the entire PRML book is now free online, not just the sample: https://www.microsoft.com/en-us/research/uploads/prod/2006/0...