Index

_

__call__() (hidten.generic.Module method)

A

add_emitter() (hidten.hmm.HMM method) add_prior() (hidten.tf.prior.base.TFCombinedPrior method) allow (hidten.emitter.PaddingEmitter property) (hidten.generic.Module property)

allow_start (hidten.transitioner.Transitioner property) ALLOWED (hidten.transitioner.TransitionMode attribute)

B

BACKWARD_LOG (hidten.hmm.HMMMode attribute) backward_log() (hidten.tf.forward_backward.TFForwardBackwardMixin method) build() (hidten.tf.emitter.categorical.TFCategoricalEmitter method) (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) (hidten.tf.hmm.TFHMM method) (hidten.tf.prior.base.TFCombinedPrior method) (hidten.tf.prior.dirichlet.TFDirichletPrior method) (hidten.tf.transitioner.TFTransitioner method)

C

call() (hidten.tf.emitter.base.TFEmitter method) (hidten.tf.emitter.base.TFPaddingEmitter method) (hidten.tf.hmm.TFHMM method) (hidten.tf.prior.base.TFPrior method) (hidten.tf.transitioner.TFTransitioner method)

clip() (in module hidten.tf.util) clip_max (hidten.emitter.Emitter property) clip_min (hidten.emitter.Emitter property) components (hidten.tf.prior.dirichlet.TFDirichletPriorConfig attribute) config (hidten.hmm.HMM attribute)

D

dirichlet_init_transform() (in module hidten.tf.prior.dirichlet)

E

EMISSION_SCORES (hidten.hmm.HMMMode attribute) emission_scores() (hidten.emitter.Emitter method) (hidten.emitter.PaddingEmitter method) (hidten.hmm.HMM method) (hidten.tf.emitter.base.TFPaddingEmitter method) (hidten.tf.emitter.categorical.TFCategoricalEmitter method) (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method)

Emitter (class in hidten.emitter) emitter (hidten.hmm.HMM property) (hidten.tf.hmm.TFHMM property) ensure_array() (in module hidten.tf.util) epsilon() (in module hidten.tf.util) expand_indices() (in module hidten.util) expand_share() (in module hidten.util)

F

flat_to_triangular() (in module hidten.tf.util) FORWARD_LOG (hidten.hmm.HMMMode attribute) forward_log() (hidten.tf.forward_backward.TFForwardBackwardMixin method) FORWARD_SCALED (hidten.hmm.HMMMode attribute)

forward_scaled() (hidten.tf.forward_backward.TFForwardBackwardMixin method) from_config() (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter class method) (hidten.tf.hmm.TFHMM class method) (hidten.tf.prior.dirichlet.TFDirichletPrior class method) full_covariance (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitterConfig attribute)

G

get_config() (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) (hidten.tf.hmm.TFHMM method) (hidten.tf.prior.dirichlet.TFDirichletPrior method)

get_default_initializer() (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) (hidten.tf.prior.dirichlet.TFDirichletPrior method)

H

heads (hidten.generic.Module property) (hidten.hmm.HMMConfig attribute) hidten module hidten.config module hidten.emitter module hidten.generic module hidten.hmm module hidten.prior module hidten.tf.emitter.base module hidten.tf.emitter.categorical module hidten.tf.emitter.multivariate_normal module hidten.tf.forward_backward module hidten.tf.hmm module

hidten.tf.prior.base module hidten.tf.prior.dirichlet module hidten.tf.scan module hidten.tf.transitioner module hidten.tf.util module hidten.tf.viterbi module hidten.transitioner module hidten.util module HMM (class in hidten.hmm) hmm_config (hidten.generic.Module property) (hidten.tf.prior.base.TFCombinedPrior property) (hidten.transitioner.Transitioner property) HMMConfig (class in hidten.hmm) HMMMode (class in hidten.hmm)

I

initializer (hidten.tf.emitter.categorical.TFCategoricalEmitter property) (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter property) (hidten.tf.prior.dirichlet.TFDirichletPrior property) (hidten.tf.transitioner.TFTransitioner property)

initializer_start (hidten.tf.transitioner.TFTransitioner property) inverse_softplus() (in module hidten.tf.util)

J

joint_log_prob() (hidten.hmm.HMM method) (hidten.tf.hmm.TFHMM method)

L

LIKELIHOOD_LOG (hidten.hmm.HMMMode attribute) likelihood_log() (hidten.tf.forward_backward.TFForwardBackwardMixin method) local_to_global_factors() (in module hidten.tf.util) log_dirichlet_pdf() (hidten.tf.prior.dirichlet.TFDirichletPrior method)

log_prob() (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) LOG_SUM_EXP (hidten.transitioner.TransitionMode attribute) log_to_scaled() (in module hidten.tf.util) log_zero() (in module hidten.tf.util) logit() (in module hidten.tf.util)

M

map_diagonal() (in module hidten.tf.util) matrix() (hidten.emitter.Emitter method) (hidten.generic.Module method) (hidten.tf.emitter.base.TFPaddingEmitter method) (hidten.tf.emitter.categorical.TFCategoricalEmitter method) (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) (hidten.tf.prior.dirichlet.TFDirichletPrior method) (hidten.tf.transitioner.TFTransitioner method) (hidten.transitioner.Transitioner method) matrix_dim (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter property) (hidten.tf.prior.dirichlet.TFDirichletPrior property) (hidten.tf.transitioner.TFTransitioner property) MAX (hidten.transitioner.TransitionMode attribute) max_states (hidten.generic.Module property) (hidten.hmm.HMMConfig attribute) maximum_expected_accuracy() (hidten.tf.viterbi.TFViterbiMixin method) MEA (hidten.hmm.HMMMode attribute) mean() (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) (hidten.tf.prior.dirichlet.TFDirichletPrior method) mode (hidten.transitioner.Transitioner property) model_config (hidten.config.ModelConfig attribute) (hidten.hmm.HMMConfig attribute) (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitterConfig attribute) (hidten.tf.prior.dirichlet.TFDirichletPriorConfig attribute)

ModelConfig (class in hidten.config) module hidten hidten.config hidten.emitter hidten.generic hidten.hmm hidten.prior hidten.tf.emitter.base hidten.tf.emitter.categorical hidten.tf.emitter.multivariate_normal hidten.tf.forward_backward hidten.tf.hmm hidten.tf.prior.base hidten.tf.prior.dirichlet hidten.tf.scan hidten.tf.transitioner hidten.tf.util hidten.tf.viterbi hidten.transitioner hidten.util Module (class in hidten.generic) mvn_init_transform() (in module hidten.tf.emitter.multivariate_normal) mvn_log_prob() (in module hidten.tf.emitter.multivariate_normal)

N

n_shared_parameters() (in module hidten.tf.util)

np_dtype() (in module hidten.tf.util)

P

PaddingEmitter (class in hidten.emitter) POSTERIOR (hidten.hmm.HMMMode attribute) posterior() (hidten.tf.forward_backward.TFForwardBackwardMixin method) Prior (class in hidten.prior) prior (hidten.generic.Module property) prior_scores() (hidten.generic.Module method) (hidten.hmm.HMM method) (hidten.prior.Prior method) (hidten.tf.prior.base.TFCombinedPrior method) (hidten.tf.prior.dirichlet.TFDirichletPrior method) (hidten.transitioner.Transitioner method)

prior_start (hidten.transitioner.Transitioner property) priors (hidten.tf.prior.base.TFCombinedPrior property)

R

REVERSE (hidten.transitioner.TransitionMode attribute)

S

safe_div() (in module hidten.tf.util) safe_log() (in module hidten.tf.util) safe_matmul() (in module hidten.tf.util) safe_norm() (in module hidten.tf.util) sample() (hidten.emitter.Emitter method) (hidten.hmm.HMM method) (hidten.tf.emitter.categorical.TFCategoricalEmitter method) (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) (hidten.tf.hmm.TFHMM method) (hidten.tf.transitioner.TFTransitioner method) (hidten.transitioner.Transitioner method) scale() (in module hidten.tf.util) scaled_to_log() (in module hidten.tf.util) Scanner (class in hidten.tf.scan) setup_initializer() (in module hidten.tf.util)

share (hidten.emitter.PaddingEmitter property) (hidten.generic.Module property) share_start (hidten.transitioner.Transitioner property) shared_tensor() (in module hidten.tf.util) sqrt_variance() (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) start_dist() (hidten.tf.transitioner.TFTransitioner method) (hidten.transitioner.Transitioner method) state_emissions() (hidten.emitter.Emitter method) (hidten.tf.emitter.categorical.TFCategoricalEmitter method) (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) states (hidten.generic.Module property) (hidten.hmm.HMMConfig attribute) step() (hidten.tf.transitioner.TFTransitioner method) (hidten.transitioner.Transitioner method) SUM (hidten.transitioner.TransitionMode attribute)

T

temperature (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitterConfig attribute) (hidten.tf.prior.base.TFPrior property) TFCategoricalEmitter (class in hidten.tf.emitter.categorical) TFCombinedPrior (class in hidten.tf.prior.base) TFDirichletPrior (class in hidten.tf.prior.dirichlet) TFDirichletPriorConfig (class in hidten.tf.prior.dirichlet) TFEmitter (class in hidten.tf.emitter.base) TFForwardBackwardMixin (class in hidten.tf.forward_backward) TFHMM (class in hidten.tf.hmm) TFMVNormalEmitter (class in hidten.tf.emitter.multivariate_normal) TFMVNormalEmitterConfig (class in hidten.tf.emitter.multivariate_normal)

TFPaddingEmitter (class in hidten.tf.emitter.base) TFPrior (class in hidten.tf.prior.base) TFTransitioner (class in hidten.tf.transitioner) TFViterbiMixin (class in hidten.tf.viterbi) tiny() (in module hidten.tf.util) train_start_dist (hidten.tf.transitioner.TFTransitioner property) train_transitions (hidten.tf.transitioner.TFTransitioner property) Transitioner (class in hidten.transitioner) transitioner (hidten.hmm.HMM property) (hidten.tf.hmm.TFHMM property) TransitionMode (class in hidten.transitioner) triangular_to_flat() (in module hidten.tf.util)

U

use_padding() (hidten.hmm.HMM method)

V

validate_config() (hidten.hmm.HMMConfig class method) validate_indices() (in module hidten.util)

variance() (hidten.tf.emitter.multivariate_normal.TFMVNormalEmitter method) VITERBI (hidten.hmm.HMMMode attribute) viterbi() (hidten.tf.viterbi.TFViterbiMixin method)

W

with_config() (in module hidten.config)

Z

zero() (in module hidten.tf.util)

zero_row_softmax() (in module hidten.tf.util)