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_data | teetool.gaussianprocess.GaussianProcess | private
_E_beta(self, yc, Hc, Ewc, Ewwc, ndim, Mstar) | teetool.gaussianprocess.GaussianProcess | private
_E_mu(self, Ewc) | teetool.gaussianprocess.GaussianProcess | private
_E_sigma(self, mu_w, yc, Hc, Ewc, Ewwc) | teetool.gaussianprocess.GaussianProcess | private
_Ewc_Ewwc(self, yc, Hc, mu_w, sig_w_inv, BETA_EM) | teetool.gaussianprocess.GaussianProcess | private
_Ewn_Ewnwn(self, yn, Hn, mu_w, sig_w_inv, BETA_EM) | teetool.gaussianprocess.GaussianProcess | private
_from_clusterdata2cells(self, cluster_data, basis) | teetool.gaussianprocess.GaussianProcess | private
_getGMMCells(self, mu_y, sig_y, ngaus) | teetool.gaussianprocess.GaussianProcess | private
_getMuSigma(self, mu_y, sig_y, npoint, ngaus) | teetool.gaussianprocess.GaussianProcess | private
_L_pw(self, Ewc, Ewwc, mu_w, sig_w, sig_w_inv, ndim, nbasis) | teetool.gaussianprocess.GaussianProcess | private
_L_pYw(self, yc, Hc, Ewc, Ewwc, ndim, Mstar, BETA_EM) | teetool.gaussianprocess.GaussianProcess | private
_ndim | teetool.gaussianprocess.GaussianProcess | private
_ngaus | teetool.gaussianprocess.GaussianProcess | private
_norm2real(self, mu_y, sig_y) | teetool.gaussianprocess.GaussianProcess | private
_outline | teetool.gaussianprocess.GaussianProcess | private
_outline2vectors(self) | teetool.gaussianprocess.GaussianProcess | private
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 |