Index

_

__init__() (bitermplus.BTMClassifier method)

A

alpha_ (bitermplus.BTM attribute)

B

beta_ (bitermplus.BTM attribute) biterms_ (bitermplus.BTM attribute)

BTM (class in bitermplus) BTMClassifier (class in bitermplus)

C

coherence() (in module bitermplus) coherence_ (bitermplus.BTM attribute), [1] (bitermplus.BTMClassifier property)

coherence_window_ (bitermplus.BTM attribute)

D

df_words_topics_ (bitermplus.BTM attribute)

E

entropy() (in module bitermplus)

epsilon_ (bitermplus.BTM attribute)

F

feature_names_out_ (bitermplus.BTMClassifier attribute) fit() (bitermplus.BTM method) (bitermplus.BTMClassifier method), [1]

fit_transform() (bitermplus.BTM method) (bitermplus.BTMClassifier method), [1]

G

get_biterms() (in module bitermplus) get_docs_top_topic() (in module bitermplus) get_document_topics() (bitermplus.BTMClassifier method), [1] get_metadata_routing() (bitermplus.BTMClassifier method) get_params() (bitermplus.BTMClassifier method)

get_top_topic_docs() (in module bitermplus) get_top_topic_words() (in module bitermplus) get_topic_words() (bitermplus.BTMClassifier method), [1] get_vectorized_docs() (in module bitermplus) get_words_freqs() (in module bitermplus)

H

has_background_ (bitermplus.BTM attribute)

I

iterations_ (bitermplus.BTM attribute)

L

labels_ (bitermplus.BTM attribute)

M

matrix_docs_topics_ (bitermplus.BTM attribute), [1] matrix_topics_docs_ (bitermplus.BTM attribute)

matrix_topics_words_ (bitermplus.BTM attribute), [1] matrix_words_topics_ (bitermplus.BTM attribute) model_ (bitermplus.BTMClassifier attribute)

N

n_features_in_ (bitermplus.BTMClassifier attribute)

P

perplexity() (in module bitermplus)

perplexity_ (bitermplus.BTM attribute), [1] (bitermplus.BTMClassifier property)

S

score() (bitermplus.BTMClassifier method), [1] set_fit_request() (bitermplus.BTMClassifier method)

set_output() (bitermplus.BTMClassifier method) set_params() (bitermplus.BTMClassifier method) set_transform_request() (bitermplus.BTMClassifier method)

T

theta_ (bitermplus.BTM attribute), [1] topic_word_matrix_ (bitermplus.BTMClassifier property)

topics_num_ (bitermplus.BTM attribute) transform() (bitermplus.BTM method) (bitermplus.BTMClassifier method), [1]

V

vectorizer_ (bitermplus.BTMClassifier attribute) vocabulary_ (bitermplus.BTM attribute), [1] (bitermplus.BTMClassifier attribute)

vocabulary_size_ (bitermplus.BTM attribute)

W

window_ (bitermplus.BTM attribute)