GPmix
User Guide
Getting Started
Quick Start
Advanced Usage
API Reference
GPmix.Smoother
GPmix.Projector
GPmix.UniGaussianMixtureEnsemble
GPmix.GaussianMixtureParameterEstimator
GPmix.misc
GPmix
Index
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
O
|
P
|
S
|
U
A
adjusted_mutual_info_score() (GPmix.UniGaussianMixtureEnsemble method)
adjusted_rand_score() (GPmix.UniGaussianMixtureEnsemble method)
B
basis (GPmix.Projector attribute)
binary_membership_matrix() (GPmix.UniGaussianMixtureEnsemble method)
C
clustering_weights_ (GPmix.UniGaussianMixtureEnsemble attribute)
coefficients (GPmix.Projector attribute)
correct_classification_accuracy() (GPmix.UniGaussianMixtureEnsemble method)
D
data (GPmix.GaussianMixtureParameterEstimator attribute)
data_size (GPmix.UniGaussianMixtureEnsemble attribute)
davies_bouldin_score() (GPmix.UniGaussianMixtureEnsemble method)
(in module GPmix.misc)
dilate_translate_signal() (GPmix.Projector method)
E
epsilon (GPmix.GaussianMixtureParameterEstimator attribute)
estimate_nclusters() (in module GPmix.misc)
F
fd_smooth (GPmix.Smoother attribute)
fit() (GPmix.GaussianMixtureParameterEstimator method)
(GPmix.Projector method)
(GPmix.Smoother method)
fit_gmms() (GPmix.UniGaussianMixtureEnsemble method)
full_output (GPmix.GaussianMixtureParameterEstimator attribute)
fuzzy_membership_matrix() (GPmix.UniGaussianMixtureEnsemble method)
G
GaussianMixtureParameterEstimator (class in GPmix)
gcv_score (GPmix.Smoother attribute)
get_affinity_matrix() (GPmix.UniGaussianMixtureEnsemble method)
get_clustering() (GPmix.UniGaussianMixtureEnsemble method)
get_clustering_weights() (GPmix.UniGaussianMixtureEnsemble method)
get_omega_map() (GPmix.UniGaussianMixtureEnsemble method)
get_omega_prob() (GPmix.UniGaussianMixtureEnsemble method)
get_total_omega() (GPmix.UniGaussianMixtureEnsemble method)
get_wavelet_basis() (GPmix.Projector method)
get_wavelet_signal() (GPmix.Projector method)
gmm_with_MoM_inits() (GPmix.UniGaussianMixtureEnsemble method)
gmms (GPmix.UniGaussianMixtureEnsemble attribute)
gmms_fit_plot_() (in module GPmix.misc)
GPmix.misc
module
grid_points (GPmix.Smoother attribute)
H
hybrid_representative_selection() (in module GPmix.misc)
I
init_guess_ (GPmix.GaussianMixtureParameterEstimator attribute)
L
labels_ (GPmix.UniGaussianMixtureEnsemble attribute)
log_sample_moments() (GPmix.GaussianMixtureParameterEstimator method)
log_theoretical_mixture_moments() (GPmix.GaussianMixtureParameterEstimator method)
log_theoretical_moments() (GPmix.GaussianMixtureParameterEstimator method)
M
match_labels() (in module GPmix.misc)
max_cca_labels_ (GPmix.UniGaussianMixtureEnsemble attribute)
module
GPmix.misc
MoM_res (GPmix.UniGaussianMixtureEnsemble attribute)
N
n_comp (GPmix.GaussianMixtureParameterEstimator attribute)
n_features (GPmix.Projector attribute)
n_moments (GPmix.GaussianMixtureParameterEstimator attribute)
n_projs (GPmix.UniGaussianMixtureEnsemble attribute)
normalize (GPmix.GaussianMixtureParameterEstimator attribute)
O
order (GPmix.GaussianMixtureParameterEstimator attribute)
,
[1]
P
parameters (GPmix.GaussianMixtureParameterEstimator attribute)
,
[1]
plot_basis() (GPmix.Projector method)
plot_clustering() (GPmix.UniGaussianMixtureEnsemble method)
plot_gmms() (GPmix.UniGaussianMixtureEnsemble method)
plot_projection_coeffs() (GPmix.Projector method)
Projector (class in GPmix)
S
silhouette_score() (GPmix.UniGaussianMixtureEnsemble method)
(in module GPmix.misc)
Smoother (class in GPmix)
U
UniGaussianMixtureEnsemble (class in GPmix)