Mixture Model Python Packages

switch-transformers

Implementation of Switch Transformers from the paper: "Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity"

spflow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

gpmix

GPmix is an ensemble clustering algorithm for functional data via random projections.

idcempy

Inflated Discrete Choice Models

studenttmixture

Mixture modeling algorithms using the Student's t-distribution

cplx-mfa

Complex-valued mixture of factor analyzers with a scikit-learn-like API.

uncertaintyplayground

A Fast and Simplified Python Library for Uncertainty Estimation

dynmix

Dynamix Membership Mixture Models

mics

Mixtures of Independently Collected Samples