Teetool
Probabilistic modelling of trajectories
teetool.gaussianprocess.GaussianProcess Member List

This is the complete list of members for teetool.gaussianprocess.GaussianProcess, including all inherited members.

__init__(self, cluster_data, ngaus)teetool.gaussianprocess.GaussianProcess
_cluster_datateetool.gaussianprocess.GaussianProcessprivate
_E_beta(self, yc, Hc, Ewc, Ewwc, ndim, Mstar)teetool.gaussianprocess.GaussianProcessprivate
_E_mu(self, Ewc)teetool.gaussianprocess.GaussianProcessprivate
_E_sigma(self, mu_w, yc, Hc, Ewc, Ewwc)teetool.gaussianprocess.GaussianProcessprivate
_Ewc_Ewwc(self, yc, Hc, mu_w, sig_w_inv, BETA_EM)teetool.gaussianprocess.GaussianProcessprivate
_Ewn_Ewnwn(self, yn, Hn, mu_w, sig_w_inv, BETA_EM)teetool.gaussianprocess.GaussianProcessprivate
_from_clusterdata2cells(self, cluster_data, basis)teetool.gaussianprocess.GaussianProcessprivate
_getGMMCells(self, mu_y, sig_y, ngaus)teetool.gaussianprocess.GaussianProcessprivate
_getMuSigma(self, mu_y, sig_y, npoint, ngaus)teetool.gaussianprocess.GaussianProcessprivate
_L_pw(self, Ewc, Ewwc, mu_w, sig_w, sig_w_inv, ndim, nbasis)teetool.gaussianprocess.GaussianProcessprivate
_L_pYw(self, yc, Hc, Ewc, Ewwc, ndim, Mstar, BETA_EM)teetool.gaussianprocess.GaussianProcessprivate
_ndimteetool.gaussianprocess.GaussianProcessprivate
_ngausteetool.gaussianprocess.GaussianProcessprivate
_norm2real(self, mu_y, sig_y)teetool.gaussianprocess.GaussianProcessprivate
_outlineteetool.gaussianprocess.GaussianProcessprivate
_outline2vectors(self)teetool.gaussianprocess.GaussianProcessprivate
model_by_em(self, type_basis, nbasis, maximum_iterations=2001)teetool.gaussianprocess.GaussianProcess
model_by_ml(self, type_basis, nbasis)teetool.gaussianprocess.GaussianProcess
model_by_resampling(self)teetool.gaussianprocess.GaussianProcess