Gmm.MatsukenGmm#
MatsukenGmm.py.
- adapted from:
EMアルゴリズム徹底解説 https://qiita.com/kenmatsu4/items/59ea3e5dfa3d4c161efb
Copyright (c) 2020, SAXS Team, KEK-PF
- class GMM(K, max_iter)#
Bases:
object- animate(nframe)#
- calc_likelihood(data, mu, sigma, pi)#
- calc_prob_gmm(data, mu, sigma, pi)#
- fit(X, plot=False)#
- initilize(plot=False)#
- iterate()#
- print_gmm_contour(mu, sigma, pi)#
- blog_demo(plot=False)#
- generate_demo_data(plot=False)#