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Mixture Models

3 projects

Showing 3 of 3 projects

pomegranate
pomegranatePython

A Python library for probabilistic modeling built on PyTorch, offering modular distributions, GPU support, and flexible model composition.

#probabilistic-modeling#mixture-models#bayesian-networks
Stars3.5k
Forks599
Last commit1 year ago
sklearn-bayes
sklearn-bayesJupyter Notebook

A Python package providing Bayesian machine learning algorithms with a scikit-learn compatible API.

#probabilistic-modeling#variational-inference#mixture-models
Stars523
Forks117
Last commit4 years ago
BayesPy
BayesPyHTML

Bayesian inference tools in Python for estimating Dirichlet priors and multinomial mixture models from discrete event data.

#mixture-models#gradient-descent#python-library
Stars110
Forks33
Last commit3 years ago
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