[SciPy-dev] BayesNet SciKit
Ed Rahn
ed at lamedomain.net
Tue Jun 24 06:06:50 EDT 2008
What's the reasoning for starting from scratch on a port instead of
using preexisting code that has the same exact objective?
- Ed
Gouws, Almero <14366037 at sun.ac.za> wrote:
> 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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