[Machine Learning]--无监督学习

无监督学习

1.相关资源

1. good books about unsupervised learning.Quora

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Check out this old, but evergreen chapter from Zoubin Ghahramani first, its a good introductory read: http://mlg.eng.cam.ac.uk/zoubin/…

These books are all very nice and will cover unsupervised learning in some detail:

Bishop: Pattern Recognition and Machine Learning: http://research.microsoft.com/en…
Barber: Bayesian Reasoning and Machine Learning [free PDF version available] http://web4.cs.ucl.ac.uk/staff/D…
Koller and Friedman: Probabilistic Graphical Models: http://pgm.stanford.edu/
Jordan (ed): Learning in Graphical Models: http://mitpress.mit.edu/catalog/…

Also this is still my favourite paper on the topic: http://mlg.eng.cam.ac.uk/zoubin/…

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2. Clustering with Gausian mixted models. medium