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Index
Index
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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P
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Q
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R
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S
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T
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U
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V
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W
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Y
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Z
_
__contains__() (gensim.models.poincare.PoincareKeyedVectors method)
__getitem__() (gensim.models._fasttext_bin.Model method)
(gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.normmodel.NormModel method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.rpmodel.RpModel method)
(gensim.models.tfidfmodel.TfidfModel method)
(gensim.topic_coherence.text_analysis.BaseAnalyzer method)
(gensim.topic_coherence.text_analysis.CorpusAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexBased method)
(gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.UsesDictionary method)
(gensim.topic_coherence.text_analysis.WindowedTextsAnalyzer method)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WordVectorsAccumulator method)
__iter__() (gensim.models.poincare.PoincareRelations method)
_num_docs (gensim.topic_coherence.text_analysis.BaseAnalyzer attribute)
_vocab_size (gensim.topic_coherence.text_analysis.BaseAnalyzer attribute)
A
accumulate() (gensim.topic_coherence.text_analysis.CorpusAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexAccumulator method)
(gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WindowedTextsAnalyzer method)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WordVectorsAccumulator method)
AccumulatingWorker (class in gensim.topic_coherence.text_analysis)
add() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
add_documents() (gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
(gensim.models.lsimodel.LsiModel method)
(gensim.similarities.docsim.Similarity method)
add_edge() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
add_morphemes_to_embeddings() (gensim.models.wrappers.varembed.VarEmbed method)
add_node() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
add_null_word() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
add_one() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
add_vocab() (gensim.models.phrases.Phrases method)
adjust_vectors() (gensim.models.fasttext.FastTextKeyedVectors method)
aggregate_measures() (gensim.models.coherencemodel.CoherenceModel method)
aggregate_segment_sims() (in module gensim.topic_coherence.direct_confirmation_measure)
allocate_vecattrs() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
analyze_sentence() (gensim.models.phrases.Phraser method)
(gensim.models.phrases.Phrases method)
(gensim.models.phrases.SentenceAnalyzer method)
analyze_text() (gensim.topic_coherence.text_analysis.BaseAnalyzer method)
(gensim.topic_coherence.text_analysis.CorpusAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexBased method)
(gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.UsesDictionary method)
(gensim.topic_coherence.text_analysis.WindowedTextsAnalyzer method)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WordVectorsAccumulator method)
ancestors() (gensim.models.poincare.PoincareKeyedVectors method)
AnnoyIndexer (class in gensim.similarities.annoy)
any2sparse() (in module gensim.matutils)
any2unicode() (in module gensim.utils)
any2utf8() (in module gensim.utils)
apply_transmat() (gensim.models.translation_matrix.TranslationMatrix method)
args (gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator attribute)
argsort() (in module gensim.matutils)
arithmetic_mean() (in module gensim.topic_coherence.aggregation)
ARTICLE_MIN_WORDS (in module gensim.corpora.wikicorpus)
ascarray() (in module gensim.models.lsimodel)
asfarray() (in module gensim.models.lsimodel)
authkey() (gensim.topic_coherence.text_analysis.AccumulatingWorker property)
(gensim.utils.InputQueue property)
AuthorTopicModel (class in gensim.models.atmodel)
AuthorTopicState (class in gensim.models.atmodel)
AuthorTopicTransformer (class in gensim.sklearn_api.atmodel)
avgdl (gensim.summarization.bm25.BM25 attribute)
B
b (gensim.parsing.porter.PorterStemmer attribute)
BackMappingTranslationMatrix (class in gensim.models.translation_matrix)
BASE_DIR (in module gensim.downloader)
BaseAnalyzer (class in gensim.topic_coherence.text_analysis)
BaseTopicModel (class in gensim.models.basemodel)
blas() (in module gensim.matutils)
BleiCorpus (class in gensim.corpora.bleicorpus)
blend() (gensim.models.atmodel.AuthorTopicState method)
(gensim.models.ldamodel.LdaState method)
blend2() (gensim.models.atmodel.AuthorTopicState method)
(gensim.models.ldamodel.LdaState method)
BM25 (class in gensim.summarization.bm25)
bound() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
BrownCorpus (class in gensim.models.word2vec)
bucket (gensim.models._fasttext_bin.Model attribute)
buckets_word (gensim.models.fasttext.FastTextKeyedVectors attribute)
build() (gensim.models.translation_matrix.Space class method)
build_adjacency_matrix() (in module gensim.summarization.pagerank_weighted)
build_from_doc2vec() (gensim.similarities.annoy.AnnoyIndexer method)
build_from_keyedvectors() (gensim.similarities.annoy.AnnoyIndexer method)
build_from_word2vec() (gensim.similarities.annoy.AnnoyIndexer method)
build_graph() (in module gensim.summarization.commons)
build_probability_matrix() (in module gensim.summarization.pagerank_weighted)
build_vocab() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.poincare.PoincareModel method)
(gensim.models.word2vec.Word2Vec method)
build_vocab_and_train() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
build_vocab_from_freq() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
C
calc_norm() (gensim.models.normmodel.NormModel method)
call_on_class_only() (in module gensim.utils)
Callback (class in gensim.models.callbacks)
CallbackAny2Vec (class in gensim.models.callbacks)
cfs (gensim.corpora.dictionary.Dictionary attribute)
check_moved() (gensim.similarities.docsim.Similarity method)
check_output() (in module gensim.utils)
chunkize() (in module gensim.utils)
chunkize_serial() (in module gensim.utils)
clean_text_by_sentences() (in module gensim.summarization.textcleaner)
clean_text_by_word() (in module gensim.summarization.textcleaner)
clear() (gensim.corpora.hashdictionary.HashDictionary method)
(gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
clear_sims() (gensim.models.fasttext.FastText method)
clip_spectrum() (in module gensim.models.lsimodel)
ClippedCorpus (class in gensim.utils)
close() (gensim.corpora.ucicorpus.UciWriter method)
(gensim.matutils.MmWriter method)
(gensim.topic_coherence.text_analysis.AccumulatingWorker method)
(gensim.utils.InputQueue method)
close_shard() (gensim.similarities.docsim.Similarity method)
closer_than() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
closest_child() (gensim.models.poincare.PoincareKeyedVectors method)
closest_parent() (gensim.models.poincare.PoincareKeyedVectors method)
Cluster
CoherenceMetric (class in gensim.models.callbacks)
CoherenceModel (class in gensim.models.coherencemodel)
compactify() (gensim.corpora.dictionary.Dictionary method)
compare_model_topics() (gensim.models.coherencemodel.CoherenceModel method)
compare_models() (gensim.models.coherencemodel.CoherenceModel method)
CompatVocab (class in gensim.models.keyedvectors)
compute_all() (gensim.models.poincare.PoincareBatch method)
compute_bound() (gensim.models.ldaseqmodel.sslm method)
compute_context_vector() (gensim.topic_coherence.indirect_confirmation_measure.ContextVectorComputer method)
compute_distance_gradients() (gensim.models.poincare.PoincareBatch method)
compute_distances() (gensim.models.poincare.PoincareBatch method)
compute_expected_log_prob() (gensim.models.ldaseqmodel.sslm method)
compute_gradients() (gensim.models.poincare.PoincareBatch method)
compute_lda_lhood() (gensim.models.ldaseqmodel.LdaPost method)
compute_loss() (gensim.models.poincare.PoincareBatch method)
compute_mean_deriv() (gensim.models.ldaseqmodel.sslm method)
compute_ngrams() (in module gensim.models.fasttext_inner)
compute_ngrams_bytes() (in module gensim.models.fasttext_inner)
compute_obs_deriv() (gensim.models.ldaseqmodel.sslm method)
compute_phinorm() (gensim.models.atmodel.AuthorTopicModel method)
compute_post_mean() (gensim.models.ldaseqmodel.sslm method)
compute_post_variance() (gensim.models.ldaseqmodel.sslm method)
construct_author2doc() (in module gensim.models.atmodel)
construct_doc2author() (in module gensim.models.atmodel)
context_vector_cache (gensim.topic_coherence.indirect_confirmation_measure.ContextVectorComputer attribute)
ContextVectorComputer (class in gensim.topic_coherence.indirect_confirmation_measure)
ConvergenceMetric (class in gensim.models.callbacks)
convert_input() (gensim.models.wrappers.dtmmodel.DtmModel method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
copy() (gensim.corpora.hashdictionary.HashDictionary method)
copytree_hardlink() (in module gensim.utils)
corpus2csc() (in module gensim.matutils)
corpus2dense() (in module gensim.matutils)
corpus2mallet() (gensim.models.wrappers.ldamallet.LdaMallet method)
corpus_size (gensim.summarization.bm25.BM25 attribute)
corpus_to_vw() (in module gensim.models.wrappers.ldavowpalwabbit)
CorpusABC (class in gensim.interfaces)
CorpusAccumulator (class in gensim.topic_coherence.text_analysis)
cosine_similarities() (gensim.models.fasttext.FastTextKeyedVectors static method)
(gensim.models.keyedvectors.KeyedVectors static method)
(gensim.models.poincare.PoincareKeyedVectors static method)
(gensim.models.wrappers.varembed.VarEmbed static method)
(gensim.models.wrappers.wordrank.Wordrank static method)
cosine_similarity() (in module gensim.topic_coherence.indirect_confirmation_measure)
cossim() (in module gensim.matutils)
count (gensim.models.word2vec.Heapitem attribute)
count() (gensim.models._fasttext_bin.Model method)
(gensim.models.doc2vec.Doctag property)
(gensim.models.doc2vec.TaggedDocument method)
count_freqs_by_blocks() (in module gensim.summarization.mz_entropy)
create_binary_tree() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
create_dictionary() (gensim.corpora.ucicorpus.UciCorpus method)
create_vocab_trie() (gensim.models.poincare.LexicalEntailmentEvaluation static method)
CsvCorpus (class in gensim.corpora.csvcorpus)
D
D2VTransformer (class in gensim.sklearn_api.d2vmodel)
daemon() (gensim.topic_coherence.text_analysis.AccumulatingWorker property)
(gensim.utils.InputQueue property)
datapath() (in module gensim.test.utils)
dbow() (gensim.models.doc2vec.Doc2Vec property)
deaccent() (in module gensim.utils)
decode_htmlentities() (in module gensim.utils)
default_prng (in module gensim.utils)
DEFAULT_WEIGHT (gensim.summarization.graph.Graph attribute)
,
[1]
del_edge() (gensim.summarization.graph.Graph method)
del_node() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
Dense2Corpus (class in gensim.matutils)
dense2vec() (in module gensim.matutils)
deprecated() (in module gensim.utils)
descendants() (gensim.models.poincare.PoincareKeyedVectors method)
destroy() (gensim.similarities.docsim.Similarity method)
df2idf() (in module gensim.models.tfidfmodel)
df_obs() (in module gensim.models.ldaseqmodel)
dfs (gensim.corpora.dictionary.Dictionary attribute)
dict_from_corpus() (in module gensim.utils)
Dictionary (class in gensim.corpora.dictionary)
dictionary (gensim.topic_coherence.text_analysis.UsesDictionary attribute)
diff() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
difference_in_hierarchy() (gensim.models.poincare.PoincareKeyedVectors method)
DiffMetric (class in gensim.models.callbacks)
digamma (in module gensim._matutils)
dim (gensim.models._fasttext_bin.Model attribute)
dirichlet_expectation() (in module gensim._matutils)
dirichlet_expectation_1d() (in module gensim._matutils)
dirichlet_expectation_2d() (in module gensim._matutils)
Dispatcher
(class in gensim.models.lda_dispatcher)
(class in gensim.models.lsi_dispatcher)
distance() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
distances() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
dm() (gensim.models.doc2vec.Doc2Vec property)
do_estep() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
do_mstep() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
doc2bow() (gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
doc2idx() (gensim.corpora.dictionary.Dictionary method)
doc2line() (gensim.corpora.svmlightcorpus.SvmLightCorpus static method)
Doc2Vec (class in gensim.models.doc2vec)
Doc2VecKeyedVectors (in module gensim.models.keyedvectors)
Doc2VecTrainables (class in gensim.models.doc2vec)
Doc2VecVocab (class in gensim.models.doc2vec)
doc_count (gensim.models.doc2vec.Doctag attribute)
doc_e_step() (gensim.models.hdpmodel.HdpModel method)
doc_freqs (gensim.summarization.bm25.BM25 attribute)
doc_len (gensim.summarization.bm25.BM25 attribute)
doc_topics() (gensim.models.ldaseqmodel.LdaSeqModel method)
docbyoffset() (gensim.corpora._mmreader.MmReader method)
(gensim.corpora.bleicorpus.BleiCorpus method)
(gensim.corpora.lowcorpus.LowCorpus method)
(gensim.corpora.malletcorpus.MalletCorpus method)
(gensim.corpora.mmcorpus.MmCorpus method)
(gensim.corpora.svmlightcorpus.SvmLightCorpus method)
(gensim.corpora.ucicorpus.UciCorpus method)
(gensim.corpora.ucicorpus.UciReader method)
Doctag (class in gensim.models.doc2vec)
docvecs() (gensim.models.doc2vec.Doc2Vec property)
doesnt_match() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
dtm_coherence() (gensim.models.ldaseqmodel.LdaSeqModel method)
(gensim.models.wrappers.dtmmodel.DtmModel method)
dtm_vis() (gensim.models.ldaseqmodel.LdaSeqModel method)
(gensim.models.wrappers.dtmmodel.DtmModel method)
DtmModel (class in gensim.models.wrappers.dtmmodel)
dv (gensim.models.doc2vec.Doc2Vec attribute)
E
edge_weight() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
edges() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
effective_n_jobs() (in module gensim.utils)
empty_like() (gensim.models.lsimodel.Projection method)
ensemble_embedding() (gensim.models.wrappers.wordrank.Wordrank method)
epoch (gensim.models._fasttext_bin.Model attribute)
estimate_memory() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
estimate_probabilities() (gensim.models.coherencemodel.CoherenceModel method)
estimated_lookup_memory() (gensim.models.doc2vec.Doc2Vec method)
EuclideanKeyedVectors (in module gensim.models.keyedvectors)
evaluate() (gensim.models.poincare.LinkPredictionEvaluation method)
(gensim.models.poincare.ReconstructionEvaluation method)
evaluate_mean_rank_and_map() (gensim.models.poincare.LinkPredictionEvaluation method)
(gensim.models.poincare.ReconstructionEvaluation method)
evaluate_spearman() (gensim.models.poincare.LexicalEntailmentEvaluation method)
evaluate_test_corpus() (gensim.models.hdpmodel.HdpModel method)
evaluate_word_analogies() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
evaluate_word_pairs() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
exclude_pattern() (gensim.corpora.textcorpus.TextDirectoryCorpus property)
exit() (gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lda_worker.Worker method)
(gensim.models.lsi_dispatcher.Dispatcher method)
(gensim.models.lsi_worker.Worker method)
exitcode() (gensim.topic_coherence.text_analysis.AccumulatingWorker property)
(gensim.utils.InputQueue property)
expect_log_sticks() (in module gensim.models.hdpmodel)
export_phrases() (gensim.models.phrases.Phrases method)
extend_corpus() (gensim.models.atmodel.AuthorTopicModel method)
extract_page_xmls() (in module gensim.scripts.segment_wiki)
extract_pages() (in module gensim.corpora.wikicorpus)
F
f_obs() (in module gensim.models.ldaseqmodel)
FAKE_HEADER (gensim.corpora.ucicorpus.UciWriter attribute)
fake_headers() (gensim.corpora.ucicorpus.UciWriter method)
(gensim.matutils.MmWriter method)
FakeDict (class in gensim.utils)
FastText (class in gensim.models.fasttext)
FastTextKeyedVectors (class in gensim.models.fasttext)
FastTextTrainables (class in gensim.models.fasttext)
FastTextVocab (class in gensim.models.fasttext)
fcorpus() (gensim.models.wrappers.dtmmodel.DtmModel method)
fcorpusmallet() (gensim.models.wrappers.ldamallet.LdaMallet method)
fcorpustxt() (gensim.models.wrappers.dtmmodel.DtmModel method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
fdoctopics() (gensim.models.wrappers.ldamallet.LdaMallet method)
fem_steps() (gensim.models.wrappers.dtmmodel.DtmModel method)
file_or_filename() (in module gensim.utils)
fill_norms() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
filter_example() (in module gensim.corpora.wikicorpus)
filter_extremes() (gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
filter_n_most_frequent() (gensim.corpora.dictionary.Dictionary method)
filter_tokens() (gensim.corpora.dictionary.Dictionary method)
filter_wiki() (in module gensim.corpora.wikicorpus)
find_interlinks() (in module gensim.corpora.wikicorpus)
find_matching_terms() (gensim.models.poincare.LexicalEntailmentEvaluation static method)
finferencer() (gensim.models.wrappers.ldamallet.LdaMallet method)
finit_alpha() (gensim.models.wrappers.dtmmodel.DtmModel method)
finit_beta() (gensim.models.wrappers.dtmmodel.DtmModel method)
fit() (gensim.sklearn_api.atmodel.AuthorTopicTransformer method)
(gensim.sklearn_api.d2vmodel.D2VTransformer method)
(gensim.sklearn_api.hdp.HdpTransformer method)
(gensim.sklearn_api.ldamodel.LdaTransformer method)
(gensim.sklearn_api.ldaseqmodel.LdaSeqTransformer method)
(gensim.sklearn_api.lsimodel.LsiTransformer method)
(gensim.sklearn_api.phrases.PhrasesTransformer method)
(gensim.sklearn_api.rpmodel.RpTransformer method)
(gensim.sklearn_api.text2bow.Text2BowTransformer method)
(gensim.sklearn_api.tfidf.TfIdfTransformer method)
(gensim.sklearn_api.w2vmodel.W2VTransformer method)
fit_lda_post() (gensim.models.ldaseqmodel.LdaPost method)
fit_lda_seq() (gensim.models.ldaseqmodel.LdaSeqModel method)
fit_lda_seq_topics() (gensim.models.ldaseqmodel.LdaSeqModel method)
fit_sslm() (gensim.models.ldaseqmodel.sslm method)
fit_transform() (gensim.sklearn_api.atmodel.AuthorTopicTransformer method)
(gensim.sklearn_api.d2vmodel.D2VTransformer method)
(gensim.sklearn_api.hdp.HdpTransformer method)
(gensim.sklearn_api.ldamodel.LdaTransformer method)
(gensim.sklearn_api.ldaseqmodel.LdaSeqTransformer method)
(gensim.sklearn_api.lsimodel.LsiTransformer method)
(gensim.sklearn_api.phrases.PhrasesTransformer method)
(gensim.sklearn_api.rpmodel.RpTransformer method)
(gensim.sklearn_api.text2bow.Text2BowTransformer method)
(gensim.sklearn_api.tfidf.TfIdfTransformer method)
(gensim.sklearn_api.w2vmodel.W2VTransformer method)
flatten() (in module gensim.utils)
flda_ss() (gensim.models.wrappers.dtmmodel.DtmModel method)
for_models() (gensim.models.coherencemodel.CoherenceModel class method)
for_topics() (gensim.models.coherencemodel.CoherenceModel class method)
format_topic() (gensim.models.hdpmodel.HdpTopicFormatter method)
fout_gamma() (gensim.models.wrappers.dtmmodel.DtmModel method)
fout_influence() (gensim.models.wrappers.dtmmodel.DtmModel method)
fout_liklihoods() (gensim.models.wrappers.dtmmodel.DtmModel method)
fout_observations() (gensim.models.wrappers.dtmmodel.DtmModel method)
fout_prob() (gensim.models.wrappers.dtmmodel.DtmModel method)
foutname() (gensim.models.wrappers.dtmmodel.DtmModel method)
from_corpus() (gensim.corpora.dictionary.Dictionary static method)
from_documents() (gensim.corpora.dictionary.Dictionary static method)
(gensim.corpora.hashdictionary.HashDictionary static method)
fromkeys() (gensim.corpora.hashdictionary.HashDictionary method)
fstate() (gensim.models.wrappers.ldamallet.LdaMallet method)
ft_hash_bytes() (in module gensim.models.fasttext_inner)
ft_ngram_hashes() (in module gensim.models.fasttext)
ftimeslices() (gensim.models.wrappers.dtmmodel.DtmModel method)
ftopickeys() (gensim.models.wrappers.ldamallet.LdaMallet method)
full2sparse() (in module gensim.matutils)
full2sparse_clipped() (in module gensim.matutils)
fullname() (gensim.similarities.docsim.Shard method)
fwordweights() (gensim.models.wrappers.ldamallet.LdaMallet method)
G
gensim._matutils (module)
gensim.corpora (module)
gensim.corpora._mmreader (module)
gensim.corpora.bleicorpus (module)
gensim.corpora.csvcorpus (module)
gensim.corpora.dictionary (module)
gensim.corpora.hashdictionary (module)
gensim.corpora.indexedcorpus (module)
gensim.corpora.lowcorpus (module)
gensim.corpora.malletcorpus (module)
gensim.corpora.mmcorpus (module)
gensim.corpora.sharded_corpus (module)
gensim.corpora.svmlightcorpus (module)
gensim.corpora.textcorpus (module)
gensim.corpora.ucicorpus (module)
gensim.corpora.wikicorpus (module)
gensim.downloader (module)
gensim.interfaces (module)
gensim.matutils (module)
gensim.models (module)
gensim.models._fasttext_bin (module)
gensim.models.atmodel (module)
gensim.models.basemodel (module)
gensim.models.callbacks (module)
gensim.models.coherencemodel (module)
gensim.models.doc2vec (module)
gensim.models.doc2vec_inner (module)
gensim.models.fasttext (module)
gensim.models.fasttext_inner (module)
gensim.models.hdpmodel (module)
gensim.models.keyedvectors (module)
gensim.models.lda_dispatcher (module)
gensim.models.lda_worker (module)
gensim.models.ldamodel (module)
gensim.models.ldamulticore (module)
gensim.models.ldaseqmodel (module)
gensim.models.logentropy_model (module)
gensim.models.lsi_dispatcher (module)
gensim.models.lsi_worker (module)
gensim.models.lsimodel (module)
gensim.models.nmf (module)
gensim.models.normmodel (module)
gensim.models.phrases (module)
gensim.models.poincare (module)
gensim.models.rpmodel (module)
gensim.models.tfidfmodel (module)
gensim.models.translation_matrix (module)
gensim.models.word2vec (module)
gensim.models.word2vec_inner (module)
gensim.models.wrappers (module)
gensim.models.wrappers.dtmmodel (module)
gensim.models.wrappers.ldamallet (module)
gensim.models.wrappers.ldavowpalwabbit (module)
gensim.models.wrappers.varembed (module)
gensim.models.wrappers.wordrank (module)
gensim.parsing.porter (module)
gensim.parsing.preprocessing (module)
gensim.scripts.glove2word2vec (module)
gensim.scripts.make_wiki_online (module)
gensim.scripts.make_wiki_online_lemma (module)
gensim.scripts.make_wiki_online_nodebug (module)
gensim.scripts.make_wikicorpus (module)
gensim.scripts.package_info (module)
gensim.scripts.segment_wiki (module)
gensim.scripts.word2vec2tensor (module)
gensim.scripts.word2vec_standalone (module)
gensim.similarities.annoy (module)
gensim.similarities.docsim (module)
gensim.similarities.nmslib (module)
gensim.similarities.termsim (module)
gensim.sklearn_api.atmodel (module)
gensim.sklearn_api.d2vmodel (module)
gensim.sklearn_api.hdp (module)
gensim.sklearn_api.ldamodel (module)
gensim.sklearn_api.ldaseqmodel (module)
gensim.sklearn_api.lsimodel (module)
gensim.sklearn_api.phrases (module)
gensim.sklearn_api.rpmodel (module)
gensim.sklearn_api.text2bow (module)
gensim.sklearn_api.tfidf (module)
gensim.sklearn_api.w2vmodel (module)
gensim.summarization.bm25 (module)
gensim.summarization.commons (module)
gensim.summarization.graph (module)
gensim.summarization.keywords (module)
gensim.summarization.mz_entropy (module)
gensim.summarization.pagerank_weighted (module)
gensim.summarization.summarizer (module)
gensim.summarization.syntactic_unit (module)
gensim.summarization.textcleaner (module)
gensim.test.utils (module)
gensim.topic_coherence.aggregation (module)
gensim.topic_coherence.direct_confirmation_measure (module)
gensim.topic_coherence.indirect_confirmation_measure (module)
gensim.topic_coherence.probability_estimation (module)
gensim.topic_coherence.segmentation (module)
gensim.topic_coherence.text_analysis (module)
gensim.utils (module)
gensim.viz.poincare (module)
get() (gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
(gensim.utils.FakeDict method)
get_author_topics() (gensim.models.atmodel.AuthorTopicModel method)
get_bm25_weights() (in module gensim.summarization.bm25)
get_by_offset() (gensim.corpora.sharded_corpus.ShardedCorpus method)
get_co_occurrences() (gensim.topic_coherence.text_analysis.BaseAnalyzer method)
(gensim.topic_coherence.text_analysis.CorpusAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexBased method)
(gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.UsesDictionary method)
(gensim.topic_coherence.text_analysis.WindowedTextsAnalyzer method)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WordVectorsAccumulator method)
get_coherence() (gensim.models.coherencemodel.CoherenceModel method)
get_coherence_per_topic() (gensim.models.coherencemodel.CoherenceModel method)
get_document_id() (gensim.similarities.docsim.Shard method)
get_document_topics() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.nmf.Nmf method)
get_Elogbeta() (gensim.models.atmodel.AuthorTopicState method)
(gensim.models.ldamodel.LdaState method)
get_glove_info() (in module gensim.scripts.glove2word2vec)
get_graph() (in module gensim.summarization.keywords)
get_index() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
(gensim.similarities.docsim.Shard method)
get_items() (gensim.models.poincare.NegativesBuffer method)
get_lambda() (gensim.models.atmodel.AuthorTopicState method)
(gensim.models.ldamodel.LdaState method)
get_latest_training_loss() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
get_max_id() (in module gensim.utils)
get_my_ip() (in module gensim.utils)
get_namespace() (in module gensim.corpora.wikicorpus)
get_new_author_topics() (gensim.models.atmodel.AuthorTopicModel method)
get_normed_vectors() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
get_occurrences() (gensim.topic_coherence.text_analysis.BaseAnalyzer method)
(gensim.topic_coherence.text_analysis.CorpusAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexBased method)
(gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.UsesDictionary method)
(gensim.topic_coherence.text_analysis.WindowedTextsAnalyzer method)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WordVectorsAccumulator method)
get_params() (gensim.sklearn_api.atmodel.AuthorTopicTransformer method)
(gensim.sklearn_api.d2vmodel.D2VTransformer method)
(gensim.sklearn_api.hdp.HdpTransformer method)
(gensim.sklearn_api.ldamodel.LdaTransformer method)
(gensim.sklearn_api.ldaseqmodel.LdaSeqTransformer method)
(gensim.sklearn_api.lsimodel.LsiTransformer method)
(gensim.sklearn_api.phrases.PhrasesTransformer method)
(gensim.sklearn_api.rpmodel.RpTransformer method)
(gensim.sklearn_api.text2bow.Text2BowTransformer method)
(gensim.sklearn_api.tfidf.TfIdfTransformer method)
(gensim.sklearn_api.w2vmodel.W2VTransformer method)
get_positive_relation_ranks_and_avg_prec() (gensim.models.poincare.ReconstructionEvaluation static method)
get_random_state() (in module gensim.utils)
get_score() (gensim.summarization.bm25.BM25 method)
get_scores() (gensim.summarization.bm25.BM25 method)
get_scores_bow() (gensim.summarization.bm25.BM25 method)
get_sentences() (in module gensim.summarization.textcleaner)
get_similarities() (gensim.interfaces.SimilarityABC method)
(gensim.similarities.docsim.MatrixSimilarity method)
(gensim.similarities.docsim.Similarity method)
(gensim.similarities.docsim.SoftCosineSimilarity method)
(gensim.similarities.docsim.SparseMatrixSimilarity method)
(gensim.similarities.docsim.WmdSimilarity method)
get_term_topics() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.nmf.Nmf method)
get_texts() (gensim.corpora.textcorpus.TextCorpus method)
(gensim.corpora.textcorpus.TextDirectoryCorpus method)
(gensim.corpora.wikicorpus.WikiCorpus method)
get_tmpfile() (in module gensim.test.utils)
get_topic_terms() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.nmf.Nmf method)
get_topics() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.basemodel.BaseTopicModel method)
(gensim.models.hdpmodel.HdpModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.lsimodel.LsiModel method)
(gensim.models.nmf.Nmf method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
get_unknown_relation_ranks_and_avg_prec() (gensim.models.poincare.LinkPredictionEvaluation static method)
get_value() (gensim.models.callbacks.CoherenceMetric method)
(gensim.models.callbacks.ConvergenceMetric method)
(gensim.models.callbacks.DiffMetric method)
(gensim.models.callbacks.Metric method)
(gensim.models.callbacks.PerplexityMetric method)
get_vecattr() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
get_vector() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
get_version() (gensim.models.wrappers.ldamallet.LdaMallet method)
getjob() (gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lsi_dispatcher.Dispatcher method)
getNS() (in module gensim.utils)
getstate() (gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lda_worker.Worker method)
(gensim.models.lsi_dispatcher.Dispatcher method)
(gensim.models.lsi_worker.Worker method)
getstream() (gensim.corpora.textcorpus.TextCorpus method)
(gensim.corpora.textcorpus.TextDirectoryCorpus method)
(gensim.corpora.wikicorpus.WikiCorpus method)
getworkers() (gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lsi_dispatcher.Dispatcher method)
glove2word2vec() (in module gensim.scripts.glove2word2vec)
Graph (class in gensim.summarization.graph)
grouper() (in module gensim.utils)
H
has_edge() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
has_index_for() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
has_node() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
has_pattern() (in module gensim.utils)
HashDictionary (class in gensim.corpora.hashdictionary)
hdp_to_lda() (gensim.models.hdpmodel.HdpModel method)
HdpModel (class in gensim.models.hdpmodel)
HdpTopicFormatter (class in gensim.models.hdpmodel)
HdpTransformer (class in gensim.sklearn_api.hdp)
HEADER_LINE (gensim.corpora.ucicorpus.UciWriter attribute)
(gensim.matutils.MmWriter attribute)
Heapitem (class in gensim.models.word2vec)
hellinger() (in module gensim.matutils)
hidden_output (gensim.models._fasttext_bin.Model attribute)
I
id2contiguous (gensim.topic_coherence.text_analysis.BaseAnalyzer attribute)
id2token (gensim.corpora.dictionary.Dictionary attribute)
id2word() (gensim.corpora.lowcorpus.LowCorpus property)
(gensim.corpora.malletcorpus.MalletCorpus property)
ident() (gensim.topic_coherence.text_analysis.AccumulatingWorker property)
(gensim.utils.InputQueue property)
identity() (in module gensim.utils)
idf (gensim.summarization.bm25.BM25 attribute)
ids_similarity() (gensim.topic_coherence.text_analysis.WordVectorsAccumulator method)
ignore_deprecation_warning() (in module gensim.utils)
IGNORED_NAMESPACES (in module gensim.corpora.wikicorpus)
IGraph (class in gensim.summarization.graph)
in_current() (gensim.corpora.sharded_corpus.ShardedCorpus method)
in_next() (gensim.corpora.sharded_corpus.ShardedCorpus method)
index (gensim.models.doc2vec.Doctag attribute)
(gensim.models.word2vec.Heapitem attribute)
(gensim.summarization.syntactic_unit.SyntacticUnit attribute)
index() (gensim.models._fasttext_bin.Model method)
(gensim.models.doc2vec.TaggedDocument method)
index2entity() (gensim.models.fasttext.FastTextKeyedVectors property)
(gensim.models.keyedvectors.KeyedVectors property)
(gensim.models.poincare.PoincareKeyedVectors property)
(gensim.models.wrappers.varembed.VarEmbed property)
(gensim.models.wrappers.wordrank.Wordrank property)
index2word() (gensim.models.fasttext.FastTextKeyedVectors property)
(gensim.models.keyedvectors.KeyedVectors property)
(gensim.models.poincare.PoincareKeyedVectors property)
(gensim.models.wrappers.varembed.VarEmbed property)
(gensim.models.wrappers.wordrank.Wordrank property)
index_to_dict() (gensim.topic_coherence.text_analysis.CorpusAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexAccumulator method)
(gensim.topic_coherence.text_analysis.InvertedIndexBased method)
IndexedCorpus (class in gensim.corpora.indexedcorpus)
infer_vector() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.translation_matrix.BackMappingTranslationMatrix method)
inferDTMseq() (gensim.models.ldaseqmodel.LdaSeqModel method)
inference() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.hdpmodel.HdpModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
info() (in module gensim.downloader)
init() (in module gensim.models.fasttext_inner)
(in module gensim.models.word2vec_inner)
init_by_clone() (gensim.corpora.sharded_corpus.ShardedCorpus method)
init_dictionary() (gensim.corpora.textcorpus.TextCorpus method)
(gensim.corpora.textcorpus.TextDirectoryCorpus method)
(gensim.corpora.wikicorpus.WikiCorpus method)
init_dir_prior() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
init_empty_corpus() (gensim.models.atmodel.AuthorTopicModel method)
init_lda_post() (gensim.models.ldaseqmodel.LdaPost method)
init_ldaseq_ss() (gensim.models.ldaseqmodel.LdaSeqModel method)
init_ngrams_weights() (gensim.models.fasttext.FastTextKeyedVectors method)
init_post_load() (gensim.models.fasttext.FastTextKeyedVectors method)
init_shards() (gensim.corpora.sharded_corpus.ShardedCorpus method)
init_sims() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.word2vec.Word2Vec method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
init_to_ignore_interrupt() (in module gensim.corpora.wikicorpus)
initialize() (gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lda_worker.Worker method)
(gensim.models.logentropy_model.LogEntropyModel method)
(gensim.models.lsi_dispatcher.Dispatcher method)
(gensim.models.lsi_worker.Worker method)
(gensim.models.rpmodel.RpModel method)
(gensim.models.tfidfmodel.TfidfModel method)
inner_product() (gensim.similarities.termsim.SparseTermSimilarityMatrix method)
input (gensim.corpora._mmreader.MmReader attribute)
(gensim.corpora.mmcorpus.MmCorpus attribute)
(gensim.corpora.ucicorpus.UciCorpus attribute)
(gensim.corpora.ucicorpus.UciReader attribute)
input() (gensim.corpora.wikicorpus.WikiCorpus property)
InputQueue (class in gensim.utils)
intersect_word2vec_format() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
InvertedIndexAccumulator (class in gensim.topic_coherence.text_analysis)
InvertedIndexBased (class in gensim.topic_coherence.text_analysis)
is_alive() (gensim.topic_coherence.text_analysis.AccumulatingWorker method)
(gensim.utils.InputQueue method)
is_corpus() (in module gensim.utils)
isbow() (in module gensim.matutils)
ismatrix() (in module gensim.matutils)
items() (gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
iter_bm25_bow() (in module gensim.summarization.bm25)
iter_chunks() (gensim.similarities.docsim.Similarity method)
iter_edges() (gensim.summarization.graph.Graph method)
iter_filepaths() (gensim.corpora.textcorpus.TextDirectoryCorpus method)
iter_windows() (in module gensim.utils)
iteritems() (gensim.corpora.dictionary.Dictionary method)
(gensim.utils.FakeDict method)
iterkeys() (gensim.corpora.dictionary.Dictionary method)
itervalues() (gensim.corpora.dictionary.Dictionary method)
J
j (gensim.parsing.porter.PorterStemmer attribute)
jaccard() (in module gensim.matutils)
jaccard_distance() (in module gensim.matutils)
jensen_shannon() (in module gensim.matutils)
jobdone() (gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lsi_dispatcher.Dispatcher method)
jobsdone() (gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lsi_dispatcher.Dispatcher method)
join() (gensim.topic_coherence.text_analysis.AccumulatingWorker method)
(gensim.utils.InputQueue method)
join_words() (in module gensim.summarization.textcleaner)
K
k (gensim.parsing.porter.PorterStemmer attribute)
keep_vocab_item() (in module gensim.utils)
KeyedVectors (class in gensim.models.keyedvectors)
keys() (gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
(gensim.utils.FakeDict method)
keywords() (in module gensim.summarization.keywords)
kill() (gensim.topic_coherence.text_analysis.AccumulatingWorker method)
(gensim.utils.InputQueue method)
kullback_leibler() (in module gensim.matutils)
kwargs (gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator attribute)
L
l2_norm() (gensim.models.nmf.Nmf method)
lazy_flatten() (in module gensim.utils)
lda_alpha (gensim.models.hdpmodel.HdpModel attribute)
lda_beta (gensim.models.hdpmodel.HdpModel attribute)
lda_e_step() (in module gensim.models.hdpmodel)
lda_seq_infer() (gensim.models.ldaseqmodel.LdaSeqModel method)
LdaMallet (class in gensim.models.wrappers.ldamallet)
LdaModel (class in gensim.models.ldamodel)
LdaMulticore (class in gensim.models.ldamulticore)
LdaPost (class in gensim.models.ldaseqmodel)
LdaSeqModel (class in gensim.models.ldaseqmodel)
LdaSeqTransformer (class in gensim.sklearn_api.ldaseqmodel)
LdaState (class in gensim.models.ldamodel)
LdaTransformer (class in gensim.sklearn_api.ldamodel)
LdaVowpalWabbit (class in gensim.models.wrappers.ldavowpalwabbit)
learn_vocab() (gensim.models.phrases.Phrases static method)
LeeCorpus (class in gensim.test.utils)
left (gensim.models.word2vec.Heapitem attribute)
lemmatize() (in module gensim.utils)
LexicalEntailmentEvaluation (class in gensim.models.poincare)
line2doc() (gensim.corpora.bleicorpus.BleiCorpus method)
(gensim.corpora.lowcorpus.LowCorpus method)
(gensim.corpora.malletcorpus.MalletCorpus method)
(gensim.corpora.svmlightcorpus.SvmLightCorpus method)
lines_are_documents() (gensim.corpora.textcorpus.TextDirectoryCorpus property)
LineSentence (class in gensim.models.word2vec)
LinkPredictionEvaluation (class in gensim.models.poincare)
load() (gensim.corpora.bleicorpus.BleiCorpus class method)
(gensim.corpora.csvcorpus.CsvCorpus class method)
(gensim.corpora.dictionary.Dictionary class method)
(gensim.corpora.hashdictionary.HashDictionary class method)
(gensim.corpora.indexedcorpus.IndexedCorpus class method)
(gensim.corpora.lowcorpus.LowCorpus class method)
(gensim.corpora.malletcorpus.MalletCorpus class method)
(gensim.corpora.mmcorpus.MmCorpus class method)
(gensim.corpora.sharded_corpus.ShardedCorpus class method)
(gensim.corpora.svmlightcorpus.SvmLightCorpus class method)
(gensim.corpora.textcorpus.TextCorpus class method)
(gensim.corpora.textcorpus.TextDirectoryCorpus class method)
(gensim.corpora.ucicorpus.UciCorpus class method)
(gensim.corpora.wikicorpus.WikiCorpus class method)
(gensim.interfaces.CorpusABC class method)
(gensim.interfaces.SimilarityABC class method)
(gensim.interfaces.TransformationABC class method)
(gensim.interfaces.TransformedCorpus class method)
(gensim.models.atmodel.AuthorTopicModel class method)
(gensim.models.atmodel.AuthorTopicState class method)
(gensim.models.coherencemodel.CoherenceModel class method)
(gensim.models.doc2vec.Doc2Vec class method)
(gensim.models.doc2vec.Doc2VecTrainables class method)
(gensim.models.doc2vec.Doc2VecVocab class method)
(gensim.models.fasttext.FastText class method)
(gensim.models.fasttext.FastTextKeyedVectors class method)
(gensim.models.fasttext.FastTextTrainables class method)
(gensim.models.fasttext.FastTextVocab class method)
(gensim.models.hdpmodel.HdpModel class method)
(gensim.models.keyedvectors.KeyedVectors class method)
(gensim.models.ldamodel.LdaModel class method)
(gensim.models.ldamodel.LdaState class method)
(gensim.models.ldamulticore.LdaMulticore class method)
(gensim.models.ldaseqmodel.LdaPost class method)
(gensim.models.ldaseqmodel.LdaSeqModel class method)
(gensim.models.ldaseqmodel.sslm class method)
(gensim.models.logentropy_model.LogEntropyModel class method)
(gensim.models.lsimodel.LsiModel class method)
(gensim.models.lsimodel.Projection class method)
(gensim.models.nmf.Nmf class method)
(gensim.models.normmodel.NormModel class method)
(gensim.models.phrases.Phraser class method)
(gensim.models.phrases.Phrases class method)
(gensim.models.phrases.PhrasesTransformation class method)
(gensim.models.poincare.PoincareKeyedVectors class method)
(gensim.models.poincare.PoincareModel class method)
(gensim.models.rpmodel.RpModel class method)
(gensim.models.tfidfmodel.TfidfModel class method)
(gensim.models.translation_matrix.BackMappingTranslationMatrix class method)
(gensim.models.translation_matrix.TranslationMatrix class method)
(gensim.models.VocabTransform class method)
(gensim.models.word2vec.Word2Vec class method)
(gensim.models.word2vec.Word2VecTrainables class method)
(gensim.models.word2vec.Word2VecVocab class method)
(gensim.models.wrappers.dtmmodel.DtmModel class method)
(gensim.models.wrappers.ldamallet.LdaMallet class method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit class method)
(gensim.models.wrappers.varembed.VarEmbed class method)
(gensim.models.wrappers.wordrank.Wordrank class method)
(gensim.similarities.annoy.AnnoyIndexer method)
(gensim.similarities.docsim.MatrixSimilarity class method)
(gensim.similarities.docsim.Shard class method)
(gensim.similarities.docsim.Similarity class method)
(gensim.similarities.docsim.SoftCosineSimilarity class method)
(gensim.similarities.docsim.SparseMatrixSimilarity class method)
(gensim.similarities.docsim.WmdSimilarity class method)
(gensim.similarities.nmslib.NmslibIndexer class method)
(gensim.similarities.termsim.SparseTermSimilarityMatrix class method)
(gensim.similarities.termsim.TermSimilarityIndex class method)
(gensim.similarities.termsim.UniformTermSimilarityIndex class method)
(gensim.similarities.termsim.WordEmbeddingSimilarityIndex class method)
(gensim.utils.ClippedCorpus class method)
(gensim.utils.RepeatCorpus class method)
(gensim.utils.RepeatCorpusNTimes class method)
(gensim.utils.SaveLoad class method)
(gensim.utils.SlicedCorpus class method)
(in module gensim.downloader)
(in module gensim.models._fasttext_bin)
load_binary_data() (gensim.models.fasttext.FastText method)
load_document_topics() (gensim.models.wrappers.ldamallet.LdaMallet method)
load_facebook_model() (in module gensim.models.fasttext)
load_facebook_vectors() (in module gensim.models.fasttext)
load_fasttext_format() (gensim.models.fasttext.FastText class method)
load_from_text() (gensim.corpora.dictionary.Dictionary static method)
load_shard() (gensim.corpora.sharded_corpus.ShardedCorpus method)
load_varembed_format() (gensim.models.wrappers.varembed.VarEmbed class method)
load_word2vec_format() (gensim.models.fasttext.FastTextKeyedVectors class method)
(gensim.models.keyedvectors.KeyedVectors class method)
(gensim.models.poincare.PoincareKeyedVectors class method)
(gensim.models.wrappers.varembed.VarEmbed class method)
(gensim.models.wrappers.wordrank.Wordrank class method)
(in module gensim.models.keyedvectors)
load_word_embeddings() (gensim.models.wrappers.varembed.VarEmbed method)
load_word_topics() (gensim.models.wrappers.ldamallet.LdaMallet method)
load_wordrank_model() (gensim.models.wrappers.wordrank.Wordrank class method)
log_accuracy() (gensim.models.fasttext.FastTextKeyedVectors static method)
(gensim.models.keyedvectors.KeyedVectors static method)
(gensim.models.poincare.PoincareKeyedVectors static method)
(gensim.models.wrappers.varembed.VarEmbed static method)
(gensim.models.wrappers.wordrank.Wordrank static method)
log_conditional_probability() (in module gensim.topic_coherence.direct_confirmation_measure)
log_evaluate_word_pairs() (gensim.models.fasttext.FastTextKeyedVectors static method)
(gensim.models.keyedvectors.KeyedVectors static method)
(gensim.models.poincare.PoincareKeyedVectors static method)
(gensim.models.wrappers.varembed.VarEmbed static method)
(gensim.models.wrappers.wordrank.Wordrank static method)
log_every (gensim.topic_coherence.text_analysis.BaseAnalyzer attribute)
log_perplexity() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
log_ratio_measure() (in module gensim.topic_coherence.direct_confirmation_measure)
LogEntropyModel (class in gensim.models.logentropy_model)
logsumexp() (in module gensim._matutils)
loss (gensim.models._fasttext_bin.Model attribute)
LowCorpus (class in gensim.corpora.lowcorpus)
lower_to_unicode() (in module gensim.corpora.textcorpus)
lr_update_rate (gensim.models._fasttext_bin.Model attribute)
LsiModel (class in gensim.models.lsimodel)
LsiTransformer (class in gensim.sklearn_api.lsimodel)
M
m_D (gensim.models.hdpmodel.HdpModel attribute)
m_Elogbeta (gensim.models.hdpmodel.HdpModel attribute)
m_lambda (gensim.models.hdpmodel.HdpModel attribute)
m_lambda_sum (gensim.models.hdpmodel.HdpModel attribute)
m_num_docs_processed (gensim.models.hdpmodel.HdpModel attribute)
m_r (gensim.models.hdpmodel.HdpModel attribute)
m_rhot (gensim.models.hdpmodel.HdpModel attribute)
m_status_up_to_date (gensim.models.hdpmodel.HdpModel attribute)
m_timestamp (gensim.models.hdpmodel.HdpModel attribute)
m_updatect (gensim.models.hdpmodel.HdpModel attribute)
m_var_sticks (gensim.models.hdpmodel.HdpModel attribute)
m_varphi_ss (gensim.models.hdpmodel.HdpModel attribute)
m_W (gensim.models.hdpmodel.HdpModel attribute)
make_cum_table() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
make_lda_seq_slice() (gensim.models.ldaseqmodel.LdaSeqModel method)
MalletCorpus (class in gensim.corpora.malletcorpus)
malletmodel2ldamodel() (in module gensim.models.wrappers.ldamallet)
matrix (gensim.similarities.termsim.SparseTermSimilarityMatrix attribute)
MatrixSimilarity (class in gensim.similarities.docsim)
max_depth() (gensim.corpora.textcorpus.TextDirectoryCorpus property)
MAX_HEADER_LENGTH (gensim.corpora.ucicorpus.UciWriter attribute)
maxn (gensim.models._fasttext_bin.Model attribute)
mean_absolute_difference() (in module gensim._matutils)
measure() (gensim.models.coherencemodel.CoherenceModel property)
merge() (gensim.models.atmodel.AuthorTopicState method)
(gensim.models.ldamodel.LdaState method)
(gensim.models.lsimodel.Projection method)
(gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator method)
merge_accumulators() (gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
merge_counts() (in module gensim.utils)
merge_syntactic_units() (in module gensim.summarization.textcleaner)
merge_with() (gensim.corpora.dictionary.Dictionary method)
metadata (gensim.corpora.wikicorpus.WikiCorpus attribute)
Metric (class in gensim.models.callbacks)
min_count (gensim.models._fasttext_bin.Model attribute)
min_depth() (gensim.corpora.textcorpus.TextDirectoryCorpus property)
minn (gensim.models._fasttext_bin.Model attribute)
MmCorpus (class in gensim.corpora.mmcorpus)
MmReader (class in gensim.corpora._mmreader)
MmWriter (class in gensim.matutils)
mock_data() (in module gensim.utils)
mock_data_row() (in module gensim.utils)
Model (class in gensim.models._fasttext_bin)
model (gensim.models._fasttext_bin.Model attribute)
(gensim.topic_coherence.text_analysis.WordVectorsAccumulator attribute)
model() (gensim.models.coherencemodel.CoherenceModel property)
model_kwargs (gensim.topic_coherence.text_analysis.WordVectorsAccumulator attribute)
most_similar() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
(gensim.similarities.annoy.AnnoyIndexer method)
(gensim.similarities.nmslib.NmslibIndexer method)
(gensim.similarities.termsim.TermSimilarityIndex method)
(gensim.similarities.termsim.UniformTermSimilarityIndex method)
(gensim.similarities.termsim.WordEmbeddingSimilarityIndex method)
most_similar_cosmul() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
most_similar_to_given() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
mz_keywords() (in module gensim.summarization.mz_entropy)
N
n_similarity() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
name() (gensim.topic_coherence.text_analysis.AccumulatingWorker property)
(gensim.utils.InputQueue property)
neg (gensim.models._fasttext_bin.Model attribute)
NegativesBuffer (class in gensim.models.poincare)
neighbors() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
Nmf (class in gensim.models.nmf)
NmslibIndexer (class in gensim.similarities.nmslib)
NO_CYTHON (in module gensim.utils)
Node
nodes() (gensim.summarization.graph.Graph method)
(gensim.summarization.graph.IGraph method)
norm() (gensim.models.poincare.PoincareKeyedVectors method)
normalize() (gensim.models.normmodel.NormModel method)
(gensim.models.translation_matrix.Space method)
NormModel (class in gensim.models.normmodel)
not_in_vocab() (gensim.topic_coherence.text_analysis.WordVectorsAccumulator method)
npmi_scorer() (in module gensim.models.phrases)
ntokens (gensim.models._fasttext_bin.Model attribute)
num_docs (gensim.corpora._mmreader.MmReader attribute)
,
[1]
(gensim.corpora.dictionary.Dictionary attribute)
(gensim.corpora.mmcorpus.MmCorpus attribute)
,
[1]
(gensim.corpora.ucicorpus.UciCorpus attribute)
(gensim.corpora.ucicorpus.UciReader attribute)
num_docs() (gensim.topic_coherence.text_analysis.BaseAnalyzer property)
(gensim.topic_coherence.text_analysis.CorpusAccumulator property)
(gensim.topic_coherence.text_analysis.InvertedIndexAccumulator property)
(gensim.topic_coherence.text_analysis.InvertedIndexBased property)
(gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator property)
(gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator property)
(gensim.topic_coherence.text_analysis.UsesDictionary property)
(gensim.topic_coherence.text_analysis.WindowedTextsAnalyzer property)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator property)
(gensim.topic_coherence.text_analysis.WordVectorsAccumulator property)
num_items() (gensim.models.poincare.NegativesBuffer method)
num_nnz (gensim.corpora._mmreader.MmReader attribute)
,
[1]
(gensim.corpora.dictionary.Dictionary attribute)
(gensim.corpora.mmcorpus.MmCorpus attribute)
,
[1]
(gensim.corpora.ucicorpus.UciCorpus attribute)
(gensim.corpora.ucicorpus.UciReader attribute)
num_pos (gensim.corpora.dictionary.Dictionary attribute)
num_terms (gensim.corpora._mmreader.MmReader attribute)
,
[1]
(gensim.corpora.mmcorpus.MmCorpus attribute)
,
[1]
(gensim.corpora.ucicorpus.UciCorpus attribute)
(gensim.corpora.ucicorpus.UciReader attribute)
nwords (gensim.models._fasttext_bin.Model attribute)
O
on_batch_begin() (gensim.models.callbacks.CallbackAny2Vec method)
on_batch_end() (gensim.models.callbacks.CallbackAny2Vec method)
on_epoch_begin() (gensim.models.callbacks.CallbackAny2Vec method)
on_epoch_end() (gensim.models.callbacks.Callback method)
(gensim.models.callbacks.CallbackAny2Vec method)
on_train_begin() (gensim.models.callbacks.CallbackAny2Vec method)
on_train_end() (gensim.models.callbacks.CallbackAny2Vec method)
open_file() (in module gensim.utils)
optimal_ordering() (gensim.models.hdpmodel.HdpModel method)
original_scorer() (in module gensim.models.phrases)
P
p_boolean_document() (in module gensim.topic_coherence.probability_estimation)
p_boolean_sliding_window() (in module gensim.topic_coherence.probability_estimation)
p_word2vec() (in module gensim.topic_coherence.probability_estimation)
package_info() (in module gensim.scripts.package_info)
pad() (in module gensim.matutils)
pagerank_weighted() (in module gensim.summarization.pagerank_weighted)
ParallelWordOccurrenceAccumulator (class in gensim.topic_coherence.text_analysis)
partial_accumulate() (gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator method)
partial_fit() (gensim.sklearn_api.atmodel.AuthorTopicTransformer method)
(gensim.sklearn_api.hdp.HdpTransformer method)
(gensim.sklearn_api.ldamodel.LdaTransformer method)
(gensim.sklearn_api.lsimodel.LsiTransformer method)
(gensim.sklearn_api.phrases.PhrasesTransformer method)
(gensim.sklearn_api.text2bow.Text2BowTransformer method)
(gensim.sklearn_api.w2vmodel.W2VTransformer method)
patch_with_special_tokens() (gensim.corpora.dictionary.Dictionary method)
PatchedWordOccurrenceAccumulator (class in gensim.topic_coherence.text_analysis)
PathLineSentences (class in gensim.models.word2vec)
pattern() (gensim.corpora.textcorpus.TextDirectoryCorpus property)
PerplexityMetric (class in gensim.models.callbacks)
Phraser (class in gensim.models.phrases)
Phrases (class in gensim.models.phrases)
PhrasesTransformation (class in gensim.models.phrases)
PhrasesTransformer (class in gensim.sklearn_api.phrases)
pickle() (in module gensim.utils)
pid() (gensim.topic_coherence.text_analysis.AccumulatingWorker property)
(gensim.utils.InputQueue property)
ping() (gensim.models.lda_worker.Worker method)
poincare_2d_visualization() (in module gensim.viz.poincare)
poincare_distance_heatmap() (in module gensim.viz.poincare)
PoincareBatch (class in gensim.models.poincare)
PoincareKeyedVectors (class in gensim.models.poincare)
PoincareModel (class in gensim.models.poincare)
PoincareRelations (class in gensim.models.poincare)
pop() (gensim.corpora.hashdictionary.HashDictionary method)
popitem() (gensim.corpora.hashdictionary.HashDictionary method)
PorterStemmer (class in gensim.parsing.porter)
precompute_idfs() (in module gensim.models.tfidfmodel)
predict_output_word() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
prepare_vocab() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
prepare_weights() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
preprocess_documents() (in module gensim.parsing.preprocessing)
preprocess_string() (in module gensim.parsing.preprocessing)
preprocess_text() (gensim.corpora.textcorpus.TextCorpus method)
(gensim.corpora.textcorpus.TextDirectoryCorpus method)
(gensim.corpora.wikicorpus.WikiCorpus method)
principal_eigenvector() (in module gensim.summarization.pagerank_weighted)
print_debug() (gensim.models.lsimodel.LsiModel method)
(in module gensim.models.lsimodel)
print_topic() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.basemodel.BaseTopicModel method)
(gensim.models.hdpmodel.HdpModel method)
(gensim.models.hdpmodel.HdpTopicFormatter method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.ldaseqmodel.LdaSeqModel method)
(gensim.models.lsimodel.LsiModel method)
(gensim.models.nmf.Nmf method)
(gensim.models.wrappers.dtmmodel.DtmModel method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
print_topic_times() (gensim.models.ldaseqmodel.LdaSeqModel method)
print_topics() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.basemodel.BaseTopicModel method)
(gensim.models.hdpmodel.HdpModel method)
(gensim.models.hdpmodel.HdpTopicFormatter method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.ldaseqmodel.LdaSeqModel method)
(gensim.models.lsimodel.LsiModel method)
(gensim.models.nmf.Nmf method)
(gensim.models.wrappers.dtmmodel.DtmModel method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
process_article() (in module gensim.corpora.wikicorpus)
process_results() (in module gensim.summarization.pagerank_weighted)
processes (gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator attribute)
processjob() (gensim.models.lda_worker.Worker method)
(gensim.models.lsi_worker.Worker method)
Projection (class in gensim.models.lsimodel)
prune_vocab() (in module gensim.utils)
pseudocorpus() (gensim.models.phrases.Phraser method)
(in module gensim.models.phrases)
pseudorandom_weak_vector() (in module gensim.models.keyedvectors)
putjob() (gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lsi_dispatcher.Dispatcher method)
pyro_daemon() (in module gensim.utils)
Q
qr_destroy() (in module gensim.matutils)
qsize() (in module gensim.utils)
query_shard() (in module gensim.similarities.docsim)
query_shards() (gensim.similarities.docsim.Similarity method)
queue_all_texts() (gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
R
randfname() (in module gensim.utils)
randomly_initialize_vectors() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
rank() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
rank_by_centrality() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
raw_vocab (gensim.models._fasttext_bin.Model attribute)
RE_P0 (in module gensim.corpora.wikicorpus)
RE_P1 (in module gensim.corpora.wikicorpus)
RE_P10 (in module gensim.corpora.wikicorpus)
RE_P11 (in module gensim.corpora.wikicorpus)
RE_P12 (in module gensim.corpora.wikicorpus)
RE_P13 (in module gensim.corpora.wikicorpus)
RE_P14 (in module gensim.corpora.wikicorpus)
RE_P15 (in module gensim.corpora.wikicorpus)
RE_P16 (in module gensim.corpora.wikicorpus)
RE_P17 (in module gensim.corpora.wikicorpus)
RE_P2 (in module gensim.corpora.wikicorpus)
RE_P3 (in module gensim.corpora.wikicorpus)
RE_P4 (in module gensim.corpora.wikicorpus)
RE_P5 (in module gensim.corpora.wikicorpus)
RE_P6 (in module gensim.corpora.wikicorpus)
RE_P7 (in module gensim.corpora.wikicorpus)
RE_P8 (in module gensim.corpora.wikicorpus)
RE_P9 (in module gensim.corpora.wikicorpus)
read_doctopics() (gensim.models.wrappers.ldamallet.LdaMallet method)
read_file() (in module gensim.parsing.preprocessing)
read_files() (in module gensim.parsing.preprocessing)
recalc_char_ngram_buckets() (gensim.models.fasttext.FastTextKeyedVectors method)
ReconstructionEvaluation (class in gensim.models.poincare)
relative_cosine_similarity() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
relevant_ids (gensim.topic_coherence.text_analysis.BaseAnalyzer attribute)
relevant_words (gensim.topic_coherence.text_analysis.UsesDictionary attribute)
remove_file() (in module gensim.corpora.wikicorpus)
remove_markup() (in module gensim.corpora.wikicorpus)
remove_short() (in module gensim.corpora.textcorpus)
remove_stopwords() (in module gensim.corpora.textcorpus)
(in module gensim.parsing.preprocessing)
remove_template() (in module gensim.corpora.wikicorpus)
remove_unreachable_nodes() (in module gensim.summarization.commons)
reopen_shard() (gensim.similarities.docsim.Similarity method)
RepeatCorpus (class in gensim.utils)
RepeatCorpusNTimes (class in gensim.utils)
replace_abbreviations() (in module gensim.summarization.textcleaner)
replace_with_separator() (in module gensim.summarization.textcleaner)
reply_to_master() (gensim.topic_coherence.text_analysis.AccumulatingWorker method)
requestjob() (gensim.models.lda_worker.Worker method)
(gensim.models.lsi_worker.Worker method)
reset() (gensim.corpora.sharded_corpus.ShardedCorpus method)
(gensim.models.atmodel.AuthorTopicState method)
(gensim.models.lda_dispatcher.Dispatcher method)
(gensim.models.lda_worker.Worker method)
(gensim.models.ldamodel.LdaState method)
(gensim.models.lsi_dispatcher.Dispatcher method)
(gensim.models.lsi_worker.Worker method)
reset_from() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
reset_weights() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
resize_shards() (gensim.corpora.sharded_corpus.ShardedCorpus method)
resize_vectors() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
resolve_weights() (in module gensim.models.tfidfmodel)
restricted_hash() (gensim.corpora.hashdictionary.HashDictionary method)
ret_log_normalize_vec() (in module gensim.matutils)
ret_normalized_vec() (in module gensim.matutils)
revdict() (in module gensim.utils)
right (gensim.models.word2vec.Heapitem attribute)
RpModel (class in gensim.models.rpmodel)
RpTransformer (class in gensim.sklearn_api.rpmodel)
run() (gensim.topic_coherence.text_analysis.AccumulatingWorker method)
(gensim.utils.InputQueue method)
S
s_one_one() (in module gensim.topic_coherence.segmentation)
s_one_pre() (in module gensim.topic_coherence.segmentation)
s_one_set() (in module gensim.topic_coherence.segmentation)
safe_unichr() (in module gensim.utils)
sample_dict() (in module gensim.utils)
sample_texts() (gensim.corpora.textcorpus.TextCorpus method)
(gensim.corpora.textcorpus.TextDirectoryCorpus method)
(gensim.corpora.wikicorpus.WikiCorpus method)
save() (gensim.corpora.bleicorpus.BleiCorpus method)
(gensim.corpora.csvcorpus.CsvCorpus method)
(gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
(gensim.corpora.indexedcorpus.IndexedCorpus method)
(gensim.corpora.lowcorpus.LowCorpus method)
(gensim.corpora.malletcorpus.MalletCorpus method)
(gensim.corpora.mmcorpus.MmCorpus method)
(gensim.corpora.sharded_corpus.ShardedCorpus method)
(gensim.corpora.svmlightcorpus.SvmLightCorpus method)
(gensim.corpora.textcorpus.TextCorpus method)
(gensim.corpora.textcorpus.TextDirectoryCorpus method)
(gensim.corpora.ucicorpus.UciCorpus method)
(gensim.corpora.wikicorpus.WikiCorpus method)
(gensim.interfaces.CorpusABC method)
(gensim.interfaces.SimilarityABC method)
(gensim.interfaces.TransformationABC method)
(gensim.interfaces.TransformedCorpus method)
(gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.atmodel.AuthorTopicState method)
(gensim.models.coherencemodel.CoherenceModel method)
(gensim.models.doc2vec.Doc2Vec method)
(gensim.models.doc2vec.Doc2VecTrainables method)
(gensim.models.doc2vec.Doc2VecVocab method)
(gensim.models.fasttext.FastText method)
(gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.fasttext.FastTextTrainables method)
(gensim.models.fasttext.FastTextVocab method)
(gensim.models.hdpmodel.HdpModel method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamodel.LdaState method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.ldaseqmodel.LdaPost method)
(gensim.models.ldaseqmodel.LdaSeqModel method)
(gensim.models.ldaseqmodel.sslm method)
(gensim.models.logentropy_model.LogEntropyModel method)
(gensim.models.lsimodel.LsiModel method)
(gensim.models.lsimodel.Projection method)
(gensim.models.nmf.Nmf method)
(gensim.models.normmodel.NormModel method)
(gensim.models.phrases.Phraser method)
(gensim.models.phrases.Phrases method)
(gensim.models.phrases.PhrasesTransformation method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.poincare.PoincareModel method)
(gensim.models.rpmodel.RpModel method)
(gensim.models.tfidfmodel.TfidfModel method)
(gensim.models.translation_matrix.BackMappingTranslationMatrix method)
(gensim.models.translation_matrix.TranslationMatrix method)
(gensim.models.VocabTransform method)
(gensim.models.word2vec.Word2Vec method)
(gensim.models.word2vec.Word2VecTrainables method)
(gensim.models.word2vec.Word2VecVocab method)
(gensim.models.wrappers.dtmmodel.DtmModel method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
(gensim.similarities.annoy.AnnoyIndexer method)
(gensim.similarities.docsim.MatrixSimilarity method)
(gensim.similarities.docsim.Shard method)
(gensim.similarities.docsim.Similarity method)
(gensim.similarities.docsim.SoftCosineSimilarity method)
(gensim.similarities.docsim.SparseMatrixSimilarity method)
(gensim.similarities.docsim.WmdSimilarity method)
(gensim.similarities.nmslib.NmslibIndexer method)
(gensim.similarities.termsim.SparseTermSimilarityMatrix method)
(gensim.similarities.termsim.TermSimilarityIndex method)
(gensim.similarities.termsim.UniformTermSimilarityIndex method)
(gensim.similarities.termsim.WordEmbeddingSimilarityIndex method)
(gensim.utils.ClippedCorpus method)
(gensim.utils.RepeatCorpus method)
(gensim.utils.RepeatCorpusNTimes method)
(gensim.utils.SaveLoad method)
(gensim.utils.SlicedCorpus method)
(in module gensim.models._fasttext_bin)
save_as_line_sentence() (in module gensim.utils)
save_as_text() (gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
save_corpus() (gensim.corpora.bleicorpus.BleiCorpus static method)
(gensim.corpora.csvcorpus.CsvCorpus static method)
(gensim.corpora.indexedcorpus.IndexedCorpus static method)
(gensim.corpora.lowcorpus.LowCorpus static method)
(gensim.corpora.malletcorpus.MalletCorpus static method)
(gensim.corpora.mmcorpus.MmCorpus static method)
(gensim.corpora.sharded_corpus.ShardedCorpus static method)
(gensim.corpora.svmlightcorpus.SvmLightCorpus static method)
(gensim.corpora.textcorpus.TextCorpus static method)
(gensim.corpora.textcorpus.TextDirectoryCorpus static method)
(gensim.corpora.ucicorpus.UciCorpus static method)
(gensim.corpora.wikicorpus.WikiCorpus static method)
(gensim.interfaces.CorpusABC static method)
(gensim.interfaces.TransformedCorpus static method)
save_facebook_model() (in module gensim.models.fasttext)
save_options() (gensim.models.hdpmodel.HdpModel method)
save_shard() (gensim.corpora.sharded_corpus.ShardedCorpus method)
save_topics() (gensim.models.hdpmodel.HdpModel method)
save_word2vec_format() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
SaveLoad (class in gensim.utils)
scan_vocab() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
Scipy2Corpus (class in gensim.matutils)
scipy2scipy_clipped() (in module gensim.matutils)
scipy2sparse() (in module gensim.matutils)
score (gensim.summarization.syntactic_unit.SyntacticUnit attribute)
score() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
(gensim.sklearn_api.ldamodel.LdaTransformer method)
score_function() (gensim.models.poincare.LexicalEntailmentEvaluation method)
score_item() (gensim.models.phrases.Phraser method)
(gensim.models.phrases.Phrases method)
(gensim.models.phrases.SentenceAnalyzer method)
score_sentence_cbow() (in module gensim.models.word2vec_inner)
score_sentence_sg() (in module gensim.models.word2vec_inner)
seeded_vector() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
segment() (in module gensim.scripts.segment_wiki)
segment_all_articles() (in module gensim.scripts.segment_wiki)
segment_and_write_all_articles() (in module gensim.scripts.segment_wiki)
segment_topics() (gensim.models.coherencemodel.CoherenceModel method)
SentenceAnalyzer (class in gensim.models.phrases)
sentinel() (gensim.topic_coherence.text_analysis.AccumulatingWorker property)
(gensim.utils.InputQueue property)
serialize() (gensim.corpora.bleicorpus.BleiCorpus class method)
(gensim.corpora.indexedcorpus.IndexedCorpus class method)
(gensim.corpora.lowcorpus.LowCorpus class method)
(gensim.corpora.malletcorpus.MalletCorpus class method)
(gensim.corpora.mmcorpus.MmCorpus class method)
(gensim.corpora.sharded_corpus.ShardedCorpus class method)
(gensim.corpora.svmlightcorpus.SvmLightCorpus class method)
(gensim.corpora.ucicorpus.UciCorpus class method)
set_model() (gensim.models.callbacks.Callback method)
set_parameters() (gensim.models.callbacks.CoherenceMetric method)
(gensim.models.callbacks.ConvergenceMetric method)
(gensim.models.callbacks.DiffMetric method)
(gensim.models.callbacks.Metric method)
(gensim.models.callbacks.PerplexityMetric method)
set_params() (gensim.sklearn_api.atmodel.AuthorTopicTransformer method)
(gensim.sklearn_api.d2vmodel.D2VTransformer method)
(gensim.sklearn_api.hdp.HdpTransformer method)
(gensim.sklearn_api.ldamodel.LdaTransformer method)
(gensim.sklearn_api.ldaseqmodel.LdaSeqTransformer method)
(gensim.sklearn_api.lsimodel.LsiTransformer method)
(gensim.sklearn_api.phrases.PhrasesTransformer method)
(gensim.sklearn_api.rpmodel.RpTransformer method)
(gensim.sklearn_api.text2bow.Text2BowTransformer method)
(gensim.sklearn_api.tfidf.TfIdfTransformer method)
(gensim.sklearn_api.w2vmodel.W2VTransformer method)
set_vecattr() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
set_zero() (gensim.models.hdpmodel.SuffStats method)
setdefault() (gensim.corpora.hashdictionary.HashDictionary method)
Shard (class in gensim.similarities.docsim)
shard_by_offset() (gensim.corpora.sharded_corpus.ShardedCorpus method)
ShardedCorpus (class in gensim.corpora.sharded_corpus)
shardid2filename() (gensim.similarities.docsim.Similarity method)
show_topic() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.hdpmodel.HdpModel method)
(gensim.models.hdpmodel.HdpTopicFormatter method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.lsimodel.LsiModel method)
(gensim.models.nmf.Nmf method)
(gensim.models.wrappers.dtmmodel.DtmModel method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
show_topic_terms() (gensim.models.hdpmodel.HdpTopicFormatter method)
show_topics() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.hdpmodel.HdpModel method)
(gensim.models.hdpmodel.HdpTopicFormatter method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.lsimodel.LsiModel method)
(gensim.models.nmf.Nmf method)
(gensim.models.wrappers.dtmmodel.DtmModel method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
sim_cache (gensim.topic_coherence.indirect_confirmation_measure.ContextVectorComputer attribute)
similar_by_key() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
similar_by_vector() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
similar_by_word() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
Similarity (class in gensim.similarities.docsim)
similarity() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
similarity_by_id() (gensim.similarities.docsim.Similarity method)
similarity_unseen_docs() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
SimilarityABC (class in gensim.interfaces)
simple_preprocess() (in module gensim.utils)
simple_tokenize() (in module gensim.utils)
skip_headers() (gensim.corpora._mmreader.MmReader method)
(gensim.corpora.mmcorpus.MmCorpus method)
(gensim.corpora.ucicorpus.UciCorpus method)
(gensim.corpora.ucicorpus.UciReader method)
SlicedCorpus (class in gensim.utils)
smart_extension() (in module gensim.utils)
smartirs_normalize() (in module gensim.models.tfidfmodel)
smartirs_wglobal() (in module gensim.models.tfidfmodel)
smartirs_wlocal() (in module gensim.models.tfidfmodel)
SoftCosineSimilarity (class in gensim.similarities.docsim)
sort_by_descending_frequency() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
sort_embeddings() (gensim.models.wrappers.wordrank.Wordrank method)
Space (class in gensim.models.translation_matrix)
Sparse2Corpus (class in gensim.matutils)
sparse2full() (in module gensim.matutils)
SparseMatrixSimilarity (class in gensim.similarities.docsim)
SparseTermSimilarityMatrix (class in gensim.similarities.termsim)
split_alphanum() (in module gensim.parsing.preprocessing)
split_on_space() (in module gensim.corpora.lowcorpus)
split_sentences() (in module gensim.summarization.textcleaner)
sslm (class in gensim.models.ldaseqmodel)
sslm_counts_init() (gensim.models.ldaseqmodel.sslm method)
start() (gensim.topic_coherence.text_analysis.AccumulatingWorker method)
(gensim.utils.InputQueue method)
start_workers() (gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
stem() (gensim.parsing.porter.PorterStemmer method)
(in module gensim.parsing.preprocessing)
stem_documents() (gensim.parsing.porter.PorterStemmer method)
stem_sentence() (gensim.parsing.porter.PorterStemmer method)
stem_text() (in module gensim.parsing.preprocessing)
step_through_preprocess() (gensim.corpora.textcorpus.TextCorpus method)
(gensim.corpora.textcorpus.TextDirectoryCorpus method)
(gensim.corpora.wikicorpus.WikiCorpus method)
stochastic_svd() (in module gensim.models.lsimodel)
strided_windows() (in module gensim.utils)
strip_multiple_whitespaces() (in module gensim.corpora.textcorpus)
(in module gensim.parsing.preprocessing)
strip_non_alphanum() (in module gensim.parsing.preprocessing)
strip_numeric() (in module gensim.parsing.preprocessing)
strip_punctuation() (in module gensim.parsing.preprocessing)
strip_punctuation2() (in module gensim.parsing.preprocessing)
strip_short() (in module gensim.parsing.preprocessing)
strip_tags() (in module gensim.parsing.preprocessing)
STYLE_GENSIM (gensim.models.hdpmodel.HdpTopicFormatter attribute)
STYLE_PRETTY (gensim.models.hdpmodel.HdpTopicFormatter attribute)
SuffStats (class in gensim.models.hdpmodel)
suggested_lda_model() (gensim.models.hdpmodel.HdpModel method)
summarize() (in module gensim.summarization.summarizer)
summarize_corpus() (in module gensim.summarization.summarizer)
SvmLightCorpus (class in gensim.corpora.svmlightcorpus)
sync_state() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
synchronous() (in module gensim.utils)
SyntacticUnit (class in gensim.summarization.syntactic_unit)
T
t (gensim.models._fasttext_bin.Model attribute)
tag (gensim.summarization.syntactic_unit.SyntacticUnit attribute)
TaggedBrownCorpus (class in gensim.models.doc2vec)
TaggedDocument (class in gensim.models.doc2vec)
TaggedLineDocument (class in gensim.models.doc2vec)
tags (gensim.models.doc2vec.TaggedDocument attribute)
temporary_file() (in module gensim.test.utils)
terminate() (gensim.topic_coherence.text_analysis.AccumulatingWorker method)
(gensim.utils.InputQueue method)
terminate_workers() (gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
TermSimilarityIndex (class in gensim.similarities.termsim)
text (gensim.summarization.syntactic_unit.SyntacticUnit attribute)
Text2BowTransformer (class in gensim.sklearn_api.text2bow)
Text8Corpus (class in gensim.models.word2vec)
text_is_relevant() (gensim.topic_coherence.text_analysis.InvertedIndexAccumulator method)
(gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.PatchedWordOccurrenceAccumulator method)
(gensim.topic_coherence.text_analysis.WindowedTextsAnalyzer method)
(gensim.topic_coherence.text_analysis.WordOccurrenceAccumulator method)
TextCorpus (class in gensim.corpora.textcorpus)
TextDirectoryCorpus (class in gensim.corpora.textcorpus)
TfidfModel (class in gensim.models.tfidfmodel)
TfIdfTransformer (class in gensim.sklearn_api.tfidf)
to_unicode() (in module gensim.utils)
to_utf8() (in module gensim.utils)
token (gensim.summarization.syntactic_unit.SyntacticUnit attribute)
token2id (gensim.corpora.dictionary.Dictionary attribute)
(gensim.topic_coherence.text_analysis.UsesDictionary attribute)
tokenize() (in module gensim.corpora.wikicorpus)
(in module gensim.utils)
tokenize_by_word() (in module gensim.summarization.textcleaner)
top_topics() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.nmf.Nmf method)
top_topics_as_word_lists() (gensim.models.coherencemodel.CoherenceModel static method)
topics() (gensim.models.coherencemodel.CoherenceModel property)
topn() (gensim.models.coherencemodel.CoherenceModel property)
toptexts() (in module gensim.utils)
train() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.poincare.PoincareModel method)
(gensim.models.translation_matrix.BackMappingTranslationMatrix method)
(gensim.models.translation_matrix.TranslationMatrix method)
(gensim.models.word2vec.Word2Vec method)
(gensim.models.wrappers.dtmmodel.DtmModel method)
(gensim.models.wrappers.ldamallet.LdaMallet method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
(gensim.models.wrappers.wordrank.Wordrank class method)
train_batch_any() (in module gensim.models.fasttext_inner)
train_batch_cbow() (in module gensim.models.word2vec_inner)
train_batch_sg() (in module gensim.models.word2vec_inner)
train_document_dbow() (in module gensim.models.doc2vec_inner)
train_document_dm() (in module gensim.models.doc2vec_inner)
train_document_dm_concat() (in module gensim.models.doc2vec_inner)
transform() (gensim.sklearn_api.atmodel.AuthorTopicTransformer method)
(gensim.sklearn_api.d2vmodel.D2VTransformer method)
(gensim.sklearn_api.hdp.HdpTransformer method)
(gensim.sklearn_api.ldamodel.LdaTransformer method)
(gensim.sklearn_api.ldaseqmodel.LdaSeqTransformer method)
(gensim.sklearn_api.lsimodel.LsiTransformer method)
(gensim.sklearn_api.phrases.PhrasesTransformer method)
(gensim.sklearn_api.rpmodel.RpTransformer method)
(gensim.sklearn_api.text2bow.Text2BowTransformer method)
(gensim.sklearn_api.tfidf.TfIdfTransformer method)
(gensim.sklearn_api.w2vmodel.W2VTransformer method)
TransformationABC (class in gensim.interfaces)
TransformedCorpus (class in gensim.interfaces)
translate() (gensim.models.translation_matrix.TranslationMatrix method)
TranslationMatrix (class in gensim.models.translation_matrix)
transposed (gensim.corpora._mmreader.MmReader attribute)
(gensim.corpora.mmcorpus.MmCorpus attribute)
(gensim.corpora.ucicorpus.UciCorpus attribute)
(gensim.corpora.ucicorpus.UciReader attribute)
trim_vocab_by_freq() (in module gensim.utils)
U
UciCorpus (class in gensim.corpora.ucicorpus)
UciReader (class in gensim.corpora.ucicorpus)
UciWriter (class in gensim.corpora.ucicorpus)
undo_replacement() (in module gensim.summarization.textcleaner)
UniformTermSimilarityIndex (class in gensim.similarities.termsim)
unique_ids_from_segments() (in module gensim.topic_coherence.probability_estimation)
unit_normalize_all() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
unitvec() (in module gensim.matutils)
unpickle() (in module gensim.utils)
update() (gensim.corpora.hashdictionary.HashDictionary method)
(gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.hdpmodel.HdpModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
(gensim.models.nmf.Nmf method)
(gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method)
update_alpha() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
update_chunk() (gensim.models.hdpmodel.HdpModel method)
update_dir_prior() (in module gensim.models.ldamodel)
update_eta() (gensim.models.atmodel.AuthorTopicModel method)
(gensim.models.ldamodel.LdaModel method)
(gensim.models.ldamulticore.LdaMulticore method)
update_expectations() (gensim.models.hdpmodel.HdpModel method)
update_finished() (gensim.models.hdpmodel.HdpModel method)
update_gamma() (gensim.models.ldaseqmodel.LdaPost method)
update_headers() (gensim.corpora.ucicorpus.UciWriter method)
update_lambda() (gensim.models.hdpmodel.HdpModel method)
update_lda_seq_ss() (gensim.models.ldaseqmodel.LdaPost method)
update_ngrams_weights() (gensim.models.fasttext.FastTextKeyedVectors method)
update_obs() (gensim.models.ldaseqmodel.sslm method)
update_phi() (gensim.models.ldaseqmodel.LdaPost method)
update_weights() (gensim.models.doc2vec.Doc2Vec method)
(gensim.models.fasttext.FastText method)
(gensim.models.word2vec.Word2Vec method)
update_zeta() (gensim.models.ldaseqmodel.sslm method)
upload_chunked() (in module gensim.utils)
UsesDictionary (class in gensim.topic_coherence.text_analysis)
V
values() (gensim.corpora.dictionary.Dictionary method)
(gensim.corpora.hashdictionary.HashDictionary method)
VarEmbed (class in gensim.models.wrappers.varembed)
veclen() (in module gensim.matutils)
vector_by_id() (gensim.similarities.docsim.Similarity method)
vector_distance() (gensim.models.poincare.PoincareKeyedVectors static method)
vector_distance_batch() (gensim.models.poincare.PoincareKeyedVectors static method)
vectors_ngrams (gensim.models._fasttext_bin.Model attribute)
(gensim.models.fasttext.FastTextKeyedVectors attribute)
vectors_norm() (gensim.models.fasttext.FastTextKeyedVectors property)
(gensim.models.keyedvectors.KeyedVectors property)
(gensim.models.poincare.PoincareKeyedVectors property)
(gensim.models.wrappers.varembed.VarEmbed property)
(gensim.models.wrappers.wordrank.Wordrank property)
vectors_vocab (gensim.models.fasttext.FastTextKeyedVectors attribute)
Vocab (in module gensim.models.keyedvectors)
vocab() (gensim.models.fasttext.FastTextKeyedVectors property)
(gensim.models.keyedvectors.KeyedVectors property)
(gensim.models.poincare.PoincareKeyedVectors property)
(gensim.models.wrappers.varembed.VarEmbed property)
(gensim.models.wrappers.wordrank.Wordrank property)
vocab_size (gensim.models._fasttext_bin.Model attribute)
VocabTransform (class in gensim.models)
vwmodel2ldamodel() (in module gensim.models.wrappers.ldavowpalwabbit)
W
W2VTransformer (class in gensim.sklearn_api.w2vmodel)
walk() (in module gensim.corpora.textcorpus)
WikiCorpus (class in gensim.corpora.wikicorpus)
WindowedTextsAnalyzer (class in gensim.topic_coherence.text_analysis)
wmdistance() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
WmdSimilarity (class in gensim.similarities.docsim)
Word2Vec (class in gensim.models.word2vec)
word2vec2tensor() (in module gensim.scripts.word2vec2tensor)
word2vec_similarity() (in module gensim.topic_coherence.indirect_confirmation_measure)
Word2VecKeyedVectors (in module gensim.models.keyedvectors)
Word2VecTrainables (class in gensim.models.word2vec)
Word2VecVocab (class in gensim.models.word2vec)
word_count (gensim.models.doc2vec.Doctag attribute)
word_ngrams (gensim.models._fasttext_bin.Model attribute)
word_vec() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
WordEmbeddingSimilarityIndex (class in gensim.similarities.termsim)
WordOccurrenceAccumulator (class in gensim.topic_coherence.text_analysis)
Wordrank (class in gensim.models.wrappers.wordrank)
words (gensim.models.doc2vec.TaggedDocument attribute)
words_closer_than() (gensim.models.fasttext.FastTextKeyedVectors method)
(gensim.models.keyedvectors.KeyedVectors method)
(gensim.models.poincare.PoincareKeyedVectors method)
(gensim.models.wrappers.varembed.VarEmbed method)
(gensim.models.wrappers.wordrank.Wordrank method)
WordVectorsAccumulator (class in gensim.topic_coherence.text_analysis)
Worker
(class in gensim.models.lda_worker)
(class in gensim.models.lsi_worker)
worker_e_step() (in module gensim.models.ldamulticore)
write_corpus() (gensim.corpora.ucicorpus.UciWriter static method)
(gensim.matutils.MmWriter static method)
write_corpus_as_vw() (in module gensim.models.wrappers.ldavowpalwabbit)
write_headers() (gensim.corpora.ucicorpus.UciWriter method)
(gensim.matutils.MmWriter method)
write_vector() (gensim.corpora.ucicorpus.UciWriter method)
(gensim.matutils.MmWriter method)
ws (gensim.models._fasttext_bin.Model attribute)
wv (gensim.models.doc2vec.Doc2Vec attribute)
(gensim.models.fasttext.FastText attribute)
(gensim.models.word2vec.Word2Vec attribute)
Y
yield_batches() (gensim.topic_coherence.text_analysis.ParallelWordOccurrenceAccumulator method)
Z
zeros_aligned() (in module gensim.matutils)
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