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I have been learning ML for sometime now and I have spent some time on finding what are some of the good resources for ML. For Beginners...
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I could not setup the compiler for myself to create mex files. So I searched the internet, going through many blogs and posts. Finally I go...
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After 2 days of non-stop struggle, I was able to make theano work with my GPU NVIDIA GeForce GTX 860M. TRY AT YOUR OWN RISK!! Settings ...
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Unsupervised feature learning and deep learning has been fascinating to me recently and here are some interesting links and tutorials. F...
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This is nice a nice post about probabilistic programming. http://radar.oreilly.com/2013/04/probabilistic-programming.html http://tm.durus...
Thursday, October 17, 2013
Friday, October 11, 2013
Selected links for probabilistic models
NPBAYES resourses by peterorbanz
http://stat.columbia.edu/~porbanz/talks/npb-tutorial.html
Glossary by tom minka
http://alumni.media.mit.edu/~tpminka/statlearn/glossary/
PGM by murphy
http://www.cs.ubc.ca/~murphyk/Teaching/Stat521A-Spring09/index.html
Probabilistic graphical models - advanced methods by murphy
https://sites.google.com/site/cs228tspring2012/
STA561: Probabilistic Machine Learning: Fall 2013
http://genome.duke.edu/labs/engelhardt/courses/sta561.html
http://stat.columbia.edu/~porbanz/talks/npb-tutorial.html
Glossary by tom minka
http://alumni.media.mit.edu/~tpminka/statlearn/glossary/
PGM by murphy
http://www.cs.ubc.ca/~murphyk/Teaching/Stat521A-Spring09/index.html
Probabilistic graphical models - advanced methods by murphy
https://sites.google.com/site/cs228tspring2012/
STA561: Probabilistic Machine Learning: Fall 2013
http://genome.duke.edu/labs/engelhardt/courses/sta561.html
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