/pyBHC

Bayesian Hierarchical clustering in python

Primary LanguagePythonBSD 3-Clause "New" or "Revised" LicenseBSD-3-Clause

pyBHC - Bayesian Hierarchical clustering in python
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Author - Stuart Sale

Intro
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This is python module to perform Bayesian hierarchical clustering 
in python.

It implements both vanilla BHC, as described in Heller & Ghahramani 
(2005a), and randomised BHC, which is described in Heller & Ghahramani 
(2005b).


Bibliography
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Heller, K. A., & Ghahramani, Z. (2005a). Bayesian Hierarchical Clustering.
    Neuroscience, 6(section 2), 297–304. doi:10.1145/1102351.1102389


Heller, K. A., & Ghahramani, Z. (2005b) Randomized algorithms for fast Bayesian
hierarchical clustering. In PASCAL Workshop on Statistics and Optimization of
Clustering, 2005

Comments
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More documentation to follow in due course.