Monday 1 December 2014

Machine Learning materials

*** Lecture notes or courses
1) http://dk-techlogic.blogspot.in/2012/05/best-machine-learning-resources.html?m=1
2) https://gtnlp.wordpress.com/readinglist/
3) http://cs229.stanford.edu/materials.html
4) http://ciml.info/
5) Machine Learning for NLP: http://www.cs.columbia.edu/~mcollins/courses/6998-2012/lectures.html

*** ML Community
1) http://www.metacademy.org/roadmaps/
2) http://fastml.com/
3) ...

*** Toolkits
1) Liblinear và Liblinear with SBM (C++, Java,...)
Linkhttp://www.csie.ntu.edu.tw/~cjlin/libsvmtools/…

2) StreamSVM (C++)
Linkhttp://www.ibis.t.u-tokyo.ac.jp/masin/streamsvm.html

3) Vowpal Wabbit (C++, Python wrapper)
Linkhttp://hunch.net/~vw/

4) SGD
Linkhttp://leon.bottou.org/projects/sgd

5) Super-big list of ML softwares
Linkhttp://mloss.org/software/

6) ...

(to be updated)

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