Gmm Python Packages

linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

diffsptk

A differentiable version of SPTK

pyxtabond2

Dynamic panel GMM estimation replicating Stata's xtabond2

diddesign

Double Difference-in-Differences for Python — GMM-optimal combination of multiple pre-treatment periods with bootstrap inference, diagnostic tools, and publication-ready plotting (Egami & Yamauchi, 2023).

gmm-mi

Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)

chadhmm

Yet another implementation of Hidden (Semi-) Markov Models in PyTorch with several extensions. Feel free to contribute.

pygmmis

Gaussian mixture model for incomplete, truncated, and noisy data

texnomagic

TexnoMagic library for digital Magic

tgmm

A Gaussian Mixture Model (GMM) based on Expectation-Maximisation (EM) implemented in PyTorch

mclustpy

Clustering using the mclust algorithm.

artutils

A modular ML-powered palette toolkit for artists and designers

gravpop

Gravitational-wave population inference allowing narrow population features with minimal edge bias