Index

B

batch_size (NumpyroModel attribute)

C

C (CPF attribute) (CSPF attribute) compute_topic_coherence() (NumpyroModel method) compute_topic_diversity() (NumpyroModel method) counts (CPF attribute) (CSPF attribute) (NumpyroModel attribute) (PF attribute) (SPF attribute)

CPF (class in poisson_topicmodels.models.CPF) CSPF (class in poisson_topicmodels.models.CSPF)

D

D (CPF attribute) (CSPF attribute) (NumpyroModel attribute) (PF attribute) (SPF attribute)

E

estimated_params (NumpyroModel attribute)

G

G (CPF attribute) (CSPF attribute)

group_scaling_diag (CPF attribute) (CSPF attribute)

I

input_params() (NumpyroModel method)

K

K (CPF attribute) (CSPF attribute) (NumpyroModel attribute) (PF attribute) (SPF attribute)

keywords (CSPF attribute) (SPF attribute)

L

link_function (CSPF attribute)

M

Metrics (NumpyroModel attribute) module poisson_topicmodels.models.CPF poisson_topicmodels.models.CSPF poisson_topicmodels.models.numpyro_model poisson_topicmodels.models.PF poisson_topicmodels.models.SPF poisson_topicmodels.models.STBS poisson_topicmodels.models.TBIP

N

NumpyroModel (class in poisson_topicmodels.models.numpyro_model)

P

PF (class in poisson_topicmodels.models.PF) plot_author_topic_heatmap() (STBS method) plot_cov_effects() (CPF method) (CSPF method) plot_document_topic_heatmap() (NumpyroModel method) plot_ideal_points() (TBIP method) plot_ideol_points() (STBS method) plot_iota_credible_intervals() (STBS method) plot_model_loss() (NumpyroModel method) plot_seed_effectiveness() (SPF method) plot_topic_correlation() (NumpyroModel method) plot_topic_prevalence() (NumpyroModel method) (STBS method) plot_topic_wordclouds() (NumpyroModel method) (STBS method)

poisson_topicmodels.models.CPF module poisson_topicmodels.models.CSPF module poisson_topicmodels.models.numpyro_model module poisson_topicmodels.models.PF module poisson_topicmodels.models.SPF module poisson_topicmodels.models.STBS module poisson_topicmodels.models.TBIP module

R

residual_topics (CSPF attribute) (SPF attribute) return_beta() (CSPF method) (NumpyroModel method) (SPF method) (TBIP method) return_covariate_effects() (CPF method) (CSPF method) return_covariate_effects_ci() (CPF method) (CSPF method)

return_ideal_covariates() (STBS method) return_ideal_points() (STBS method) (TBIP method) return_ideological_words() (TBIP method) return_top_words_per_topic() (NumpyroModel method) return_topics() (CSPF method) (NumpyroModel method) (SPF method) (TBIP method)

S

SPF (class in poisson_topicmodels.models.SPF)

STBS (class in poisson_topicmodels.models.STBS) summary() (NumpyroModel method)

T

TBIP (class in poisson_topicmodels.models.TBIP) train_step() (NumpyroModel method) (STBS method) (TBIP method)

V

V (CPF attribute) (CSPF attribute) (NumpyroModel attribute) (PF attribute) (SPF attribute)

vocab (CPF attribute) (CSPF attribute) (NumpyroModel attribute) (PF attribute) (SPF attribute)

X

X_design_matrix (CPF attribute) (CSPF attribute)