junlulocky / PyBGMM Star 54 Code Issues Pull requests Bayesian inference for Gaussian mixture model with some novel algorithms machine-learning gaussian-mixture-models bayesian-inference mixture-model mcmc-sampler crp pcrp finite-mixture infinite-mixture subcrp Updated May 28, 2018 Python
Beliavsky / Mixture-of-Normals-Estimation Star 0 Code Issues Pull requests Estimate a univariate mixture of normals distribution using moments and the EM algorithm statistics simulation maximum-likelihood-estimation finite-mixture mixture-of-gaussians finite-mixture-models mixture-of-normals Updated Apr 6, 2025 Python
Beliavsky / NormalMix1D Star 0 Code Issues Pull requests Fit a univariate mixture of normals to simulated data using the EM algorithm, in Python gaussian-mixture-models em-algorithm finite-mixture mixture-of-gaussians finite-mixture-models mixture-of-normals Updated Aug 22, 2024 Python
Beliavsky / Moment-Matching-Mixtures Star 0 Code Issues Pull requests Find mixtures of normal distributions that match moments subject to constraints statistics maxent probability-distribution maximum-entropy finite-mixture Updated Apr 23, 2025 Python