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

gmm-mi

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

pygmmis

Gaussian mixture model for incomplete (missing or truncated) and noisy data

pyxtabond2

PyXtabond2: Dynamic Panel Data Estimation in Python

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).

chadhmm

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

texnomagic

TexnoMagic library for digital Magic

tgmm

tgmm: A Gaussian Mixture Model based on Expectation-Maximisation implemented with PyTorch

mclustpy

Python wrapper for R's Mclust algorithm: Gaussian model-based clustering with automatic model selection via BIC

artutils

Image-to-art tools: palettes, gradients, opposites - in Python

gravpop

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