stuartsale/pyBHC
Folders and files
| Name | Name | Last commit date | ||
|---|---|---|---|---|
Repository files navigation
pyBHC - Bayesian Hierarchical clustering in python
============================================================
Author - Stuart Sale
Intro
------------
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
------------
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
------------
More documentation to follow in due course.