Rgg.VariationalMixture#
Rgg.VariationalMixture.py
based on vwrs/variational-gaussian-mixture
Copyright (c) 2021, SAXS Team, KEK-PF
- class VariationalMixture(x, K)#
Bases:
objectVariational Bayesian estimation of a Gaussian mixture.
- fit(eps=0.01, max_epochs=50, print_diff=False)#
- kl_divergence()#
- map_estimate()#
- plot_with_ellipses(figsize=(7, 7), dpi=200)#
- update_params()#
- cluster_number_selection_by_kl(x, k_range, plot=False)#