Gaussian Mixture Models Python Packages

gmr

Gaussian Mixture Regression

probreg

Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)

numpy-ml

Machine learning, in numpy

pycave

Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

mrbles

Decoding and analysis software for MRBLEs (Microspheres with Ratiometric Barcode Lanthanide Encoding).

emsigma

spectral interpretation using gaussian mixtures and autoencoder

askcarl

Gaussian Mixture Model likelihood with support for heterogeneous missing and censored (upper limit) data.

cplx-gmm

Complex-valued Gaussian mixture models with a scikit-learn-like API.

mfa-estimator

MFA-based estimator for linear inverse problems with complex-valued priors.

cplx-mfa

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

tgmm

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

mclustpy

Clustering using the mclust algorithm.

autogmm

Automatic Gaussian Mixture Modeling in Python

fishervector

Fisher Vectors based on Gaussian Mixture Model

robustgmm

MS Yang, A robust EM clustering algorithm for Gaussian mixture models, Pattern Recognit., 45 (2012), pp. 3950-3961

megamix

EM algorithms for unsupervised learning

qce

Quantized channel estimation with Bussgang-based estimators and complex-valued generative priors.

splintershell

A Python package for blending shellcodes into network traffic using unsupervised learning

skeleton-refinement

Skeletonization of Plant Point Cloud Data Using Stochastic Optimization Framework.