Index

_

_mm (stepmix.stepmix.StepMix attribute)

_sm (stepmix.stepmix.StepMix attribute)

A

aic() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

B

bakk_measurements() (in module stepmix.datasets) Bernoulli (class in stepmix.emission.categorical) BernoulliNan (class in stepmix.emission.categorical) bic() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) blrt() (in module stepmix.bootstrap)

blrt_sweep() (in module stepmix.bootstrap) bootstrap() (in module stepmix.bootstrap) (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) bootstrap_stats() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

C

caic() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) check_parameters() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method)

converged_ (stepmix.stepmix.StepMix attribute) Covariate (class in stepmix.emission.covariate)

D

data_bakk_complete() (in module stepmix.datasets) data_bakk_complex() (in module stepmix.datasets) data_bakk_covariate() (in module stepmix.datasets) data_bakk_response() (in module stepmix.datasets)

data_gaussian_binary() (in module stepmix.datasets) data_gaussian_categorical() (in module stepmix.datasets) data_gaussian_diag() (in module stepmix.datasets) data_generation_gaussian() (in module stepmix.datasets)

E

em() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) encode_features() (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method)

entropy() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

F

find_best_permutation() (in module stepmix.bootstrap)

fit() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

G

Gaussian (class in stepmix.emission.gaussian) GaussianDiag (class in stepmix.emission.gaussian) GaussianDiagNan (class in stepmix.emission.gaussian) GaussianFull (class in stepmix.emission.gaussian) GaussianNan (class in stepmix.emission.gaussian) GaussianSpherical (class in stepmix.emission.gaussian) GaussianSphericalNan (class in stepmix.emission.gaussian) GaussianTied (class in stepmix.emission.gaussian) GaussianUnit (class in stepmix.emission.gaussian) GaussianUnitNan (class in stepmix.emission.gaussian) get_cw_df() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) get_default_feature_names() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method) get_full_matrix() (stepmix.emission.covariate.Covariate method) get_metadata_routing() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) get_mm_df() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) get_n_features() (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) get_parameters() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method) (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

get_parameters_df() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method) (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) get_params() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) get_sm_df() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

I

initialize() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method)

L

log_likelihood() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method)

log_resp_ (stepmix.stepmix.StepMix attribute) lower_bound_ (stepmix.stepmix.StepMix attribute) lower_bound_buffer_ (stepmix.stepmix.StepMix attribute)

M

m_step() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method)

m_step_structural() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) measurement_in_ (stepmix.stepmix.StepMix attribute) module stepmix.bootstrap stepmix.datasets stepmix.emission.categorical stepmix.emission.covariate stepmix.emission.gaussian Multinoulli (class in stepmix.emission.categorical) MultinoulliNan (class in stepmix.emission.categorical)

N

n_iter_ (stepmix.stepmix.StepMix attribute) n_parameters (stepmix.emission.categorical.Bernoulli property) (stepmix.emission.categorical.BernoulliNan property) (stepmix.emission.categorical.Multinoulli property) (stepmix.emission.categorical.MultinoulliNan property) (stepmix.emission.covariate.Covariate property) (stepmix.emission.gaussian.Gaussian property) (stepmix.emission.gaussian.GaussianDiag property) (stepmix.emission.gaussian.GaussianDiagNan property) (stepmix.emission.gaussian.GaussianFull property) (stepmix.emission.gaussian.GaussianNan property) (stepmix.emission.gaussian.GaussianSpherical property) (stepmix.emission.gaussian.GaussianSphericalNan property) (stepmix.emission.gaussian.GaussianTied property) (stepmix.emission.gaussian.GaussianUnit property) (stepmix.emission.gaussian.GaussianUnitNan property) (stepmix.emission.nested.Nested property) (stepmix.stepmix.StepMix property) (stepmix.stepmix.StepMixClassifier property)

Nested (class in stepmix.emission.nested)

P

param_buffer_ (stepmix.stepmix.StepMix attribute) permute_classes() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method) (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) pis (stepmix.emission.categorical.Multinoulli attribute) predict() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method) (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) predict_class() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

predict_proba() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method) (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) predict_proba_class() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) predict_proba_Y() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) predict_Y() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) print_parameters() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method)

R

random_nan() (in module stepmix.datasets) relative_entropy() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

report() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

S

sabic() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) sample() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method) (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) score() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) set_fit_request() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) set_parameters() (stepmix.emission.categorical.Bernoulli method) (stepmix.emission.categorical.BernoulliNan method) (stepmix.emission.categorical.Multinoulli method) (stepmix.emission.categorical.MultinoulliNan method) (stepmix.emission.covariate.Covariate method) (stepmix.emission.gaussian.Gaussian method) (stepmix.emission.gaussian.GaussianDiag method) (stepmix.emission.gaussian.GaussianDiagNan method) (stepmix.emission.gaussian.GaussianFull method) (stepmix.emission.gaussian.GaussianNan method) (stepmix.emission.gaussian.GaussianSpherical method) (stepmix.emission.gaussian.GaussianSphericalNan method) (stepmix.emission.gaussian.GaussianTied method) (stepmix.emission.gaussian.GaussianUnit method) (stepmix.emission.gaussian.GaussianUnitNan method) (stepmix.emission.nested.Nested method) (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method)

set_params() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) set_score_request() (stepmix.stepmix.StepMix method) (stepmix.stepmix.StepMixClassifier method) StepMix (class in stepmix.stepmix) stepmix.bootstrap module stepmix.datasets module stepmix.emission.categorical module stepmix.emission.covariate module stepmix.emission.gaussian module StepMixClassifier (class in stepmix.stepmix) structural_in_ (stepmix.stepmix.StepMix attribute)

W

weights_ (stepmix.stepmix.StepMix attribute)

X

x_names_ (stepmix.stepmix.StepMix attribute)

Y

y_names_ (stepmix.stepmix.StepMix attribute)