Bayesian Nonparametric Chinese Restaurant Process Clustering with Entropy

Chinese restaurant process [Pitman (1995) ] is used in order to compose Dirichlet process [Ferguson (1973) ]. The clustering which uses Chinese restaurant process does not need to decide the number of clusters in advance. This algorithm automatically adjusts it. And this package calculates the ambiguity of clusters as entropy [Yngvason (1999) ].


Reference manual

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1.2 by Masashi Okada, 3 years ago

Browse source code at

Authors: Masashi Okada [aut, cre]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports MASS, mvtnorm, randomcoloR, lucid, dplyr, graphics, stats, utils, png

Suggests R.rsp

See at CRAN