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Gaussian Mixture Models Python Packages

Python packages with the GitHub topic gaussian-mixture-models. Sorted by relevance, with stars and monthly downloads.
AlexanderFabisch
gmr

Gaussian Mixture Regression

92K 201 51
borchero
pycave

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

2K 129 13
ddbourgin
numpy-ml

Machine learning, in numpy

2K 16K 4K
neka-nat
probreg

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

2K 980 155
FordyceLab
mrbles

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

1K 4 1
benediktfesl
cplx-gmm

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

877 9 2
benediktfesl
cplx-mfa

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

766 2 0
benediktfesl
mfa-estimator

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

750 1 0
JohannesBuchner
askcarl

Gaussian mixture models with support for missing values and upper limits in some features.

374 2 0
poyentung
emsigma

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

373 23 4
benediktfesl
qce

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

370 0 0
adriansousapoza
tgmm

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

194 3 0
KalinNonchev
mclustpy

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

186 10 1
HongJea-Park
robustgmm

A robust EM clustering algorithm for Gaussian mixture models

138 23 5
neurodata
autogmm

Python package for automatic Gaussian mixture modeling

131 4 1
14thibea
megamix

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

110 2 1
jonasrothfuss
fishervector

Fisher Vectors based on Gaussian Mixture Model

107 104 33
one2blame
splintershell

A package for blending shellcodes into network traffic using unsupervised learning

95 1 0
romi
skeleton-refinement

Plant skeleton optimization using stochastic framework on point cloud data.

72 3 0
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