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17 Oct 2013 

Kmedoids Kmedoids clustering algorithm
Author: Mo Chen 
clustering, kmedoids, kmeans 
74 
12 
3.9 
8 ratings

25 Sep 2013 

Viterbi algorithm (Belief propagation) for HMM MAP inference Viterbi algorithm (Belief propagation for directed graphical model) for HMM MAP inference
Author: Mo Chen 
viterbi, hmm, state space, inference 
23 
0 
3.0 
1 rating

18 Mar 2013 

Log scale density function of basic distributions probability density function of basic distributions in log scale
Author: Mo Chen 
pdf, probability, distribution, statistics, machine learning, prml 
22 
0 

13 Mar 2012 

Information Theory Toolbox Functions for Information theory, such as entropy, mutual information, KL divergence, etc
Author: Mo Chen 
information theory, entropy, joint entropy, conditional entropy, relative entropy, kl divergence 
118 
7 
5.0 
4 ratings

29 Feb 2012 

Random number with specified probability Random number from a discrete distribution
Author: Mo Chen 
discrete multinomial ... 
26 
3 
5.0 
1 rating

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17 Oct 2013 

Kmedoids Kmedoids clustering algorithm
Author: Mo Chen 
clustering, kmedoids, kmeans 
74 
12 
3.9 
8 ratings

25 Sep 2013 

Viterbi algorithm (Belief propagation) for HMM MAP inference Viterbi algorithm (Belief propagation for directed graphical model) for HMM MAP inference
Author: Mo Chen 
viterbi, hmm, state space, inference 
23 
0 
3.0 
1 rating

18 Mar 2013 

Log scale density function of basic distributions probability density function of basic distributions in log scale
Author: Mo Chen 
pdf, probability, distribution, statistics, machine learning, prml 
22 
0 

13 Mar 2012 

Information Theory Toolbox Functions for Information theory, such as entropy, mutual information, KL divergence, etc
Author: Mo Chen 
information theory, entropy, joint entropy, conditional entropy, relative entropy, kl divergence 
118 
7 
5.0 
4 ratings

29 Feb 2012 

Random number with specified probability Random number from a discrete distribution
Author: Mo Chen 
discrete multinomial ... 
26 
3 
5.0 
1 rating


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