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)

mrbles

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

numpy-ml

Machine learning, in numpy

pycave

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

emsigma

Python code for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)

askcarl

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

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

cplx-mfa

PyPI package for complex-valued mixture of factor analyzers with a scikit-learn-style API.

cplx-gmm

PyPI package for complex-valued Gaussian mixture models with a scikit-learn-style API.

robustgmm

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

skeleton-refinement

Plant skeleton optimization using stochastic framework on point cloud data.

mfa-estimator

PyPI package for MFA-based estimation in complex-valued linear inverse problems.

autogmm

Python package for automatic Gaussian mixture modeling

megamix

MeGaMix (Methods for Gaussian Mixture Models) is a python package for machine learning

splintershell

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

qce

PyPI package for quantized channel estimation with Bussgang-based estimators and complex-valued generative priors.

fishervector

Improved Fisher Vector Implementation- extracts Fisher Vector features from your data

sigma-em

Python code for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)