[SciPy-dev] BayesNet SciKit
Gouws, Almero <14366037@sun.ac.za>
14366037 at sun.ac.za
Tue Jun 24 04:48:14 EDT 2008
Hi,
I am a masters student currently working on a port of Kevin P. Murphy's
Matlab toolbox, FullBNT, to Python. The code is not yet available in a
public repository, because I would like it to match or surpass
the functionality of the openbayes toolbox before making it available.
Here's a list of what is currently working:
-Static Bayesian Networks:
-Nodes:
- Mutinomial nodes:
- (Sequential) Bayesian parameter updating from complete data.
- Maximum liklihood parameter estimation from complete data.
- Maximum likelihood parameter estimation with missing values (EM)
- Greedy K2 structure learning.
- Gaussian nodes:
- Maximum liklihood parameter estimation from complete data.
- Inference Engines:
- Junction tree inference engine
- Works for Multinomial and Guassian nodes.
Thanks
Almero Gouws
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