Prob.EmgMixture#
EmgMixture.py
Copyright (c) 2020, SAXS Team, KEK-PF
- class EmgMixture(K, max_iter=100, random_state=None, anim_data=False)#
Bases:
object- fit(X, bins=None)#
- get_anim_C(x, y, n, total=False)#
- get_anim_components(x, y, n)#
- get_peak_mean_x()#
- guess_initial_params()#
- initilize(X, bins)#
- model_name = 'EMG'#
- moderate_sigmas(sigmas)#
- set_anim_params(n)#
- solve_params(k, m1, m2, m3)#
- update_params(step, params_)#
- emg_pdf(x, mu, sigma, tau=0, scale=1)#
- get_curves(eghmm, x)#
- get_sorted_params(eghmm)#