“Readings”版本间的差异
来自cslt Wiki
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http://gibbslda.sourceforge.net/ | http://gibbslda.sourceforge.net/ | ||
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+ | 7. Tools for DPMM | ||
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+ | GitHub | ||
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+ | https://github.com/jacobeisenstein/DPMM | ||
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+ | Sickit | ||
+ | http://scikit-learn.org/0.11/index.html | ||
'''NLP toolkits''' | '''NLP toolkits''' |
2012年12月17日 (一) 02:48的版本
Bayesian approaches:
1. general Bayesian inference: doc and tool
http://ksvanhorn.com/bayes/free-bayes-software.html
2. The Variantional Bayesian toolkit:
http://www.gatsby.ucl.ac.uk/vbayes/vbsoftware.html
The sampling based Bayesian approach can be obtained here:
http://www.mrc-bsu.cam.ac.uk/bugs/
3. Topic models from David Blei
http://www.cs.princeton.edu/~blei/topicmodeling.html
4. MCMC approaches also here
http://www.mpe.mpg.de/~aws/BayesForum_201204_KK.pdf
5. Topic models Biography
http://www.cs.princeton.edu/~mimno/topics.html
6. Gibbs LDA
http://gibbslda.sourceforge.net/
7. Tools for DPMM
GitHub
https://github.com/jacobeisenstein/DPMM
Sickit http://scikit-learn.org/0.11/index.html
NLP toolkits
1. Stanford tools