Index

Index

A

accuracy() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) acquire() (gensim.utils.NoCM method) add_documents() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) (gensim.models.lsimodel.LsiModel method) (gensim.similarities.docsim.Similarity method) add_vocab() (gensim.models.phrases.Phrases method) any2sparse() (in module gensim.matutils) any2unicode() (in module gensim.utils)

any2utf8() (in module gensim.utils) argsort() (in module gensim.matutils) ascarray() (in module gensim.models.lsimodel) asfarray() (in module gensim.models.lsimodel) authkey (gensim.utils.InputQueue attribute)

B

blas() (in module gensim.matutils) BleiCorpus (class in gensim.corpora.bleicorpus) blend() (gensim.models.ldamodel.LdaState method) blend2() (gensim.models.ldamodel.LdaState method) borrow_from() (gensim.models.doc2vec.DocvecsArray method)

bound() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) BrownCorpus (class in gensim.models.word2vec) buffer() (simserver.simserver.SessionServer method) (simserver.simserver.SimServer method) build_vocab() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method)

C

check_moved() (gensim.similarities.docsim.Similarity method) check_session() (simserver.simserver.SessionServer method) chunkize() (in module gensim.utils) chunkize_serial() (in module gensim.utils) clear() (gensim.corpora.hashdictionary.HashDictionary method) (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) clear_sims() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.word2vec.Word2Vec method) clip_spectrum() (in module gensim.models.lsimodel) ClippedCorpus (class in gensim.utils) close() (gensim.corpora.ucicorpus.UciWriter method) (gensim.matutils.MmWriter method) (simserver.simserver.SessionServer method) (simserver.simserver.SimIndex method) (simserver.simserver.SimModel method) (simserver.simserver.SimServer method) close_shard() (gensim.similarities.docsim.Similarity method) Cluster commit() (simserver.simserver.SessionServer method) compactify() (gensim.corpora.dictionary.Dictionary method)

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) Corpus corpus2csc() (in module gensim.matutils) corpus2dense() (in module gensim.matutils) corpus_to_vw() (in module gensim.models.wrappers.ldavowpalwabbit) CorpusABC (class in gensim.interfaces) cossim() (in module gensim.matutils) count() (gensim.models.doc2vec.Doctag method) (gensim.models.doc2vec.LabeledSentence method) (gensim.models.doc2vec.TaggedDocument method) create_binary_tree() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) create_dictionary() (gensim.corpora.ucicorpus.UciCorpus method)

D

daemon (gensim.utils.InputQueue attribute) dbow (gensim.models.doc2vec.Doc2Vec attribute) deaccent() (in module gensim.utils) decode_htmlentities() (in module gensim.utils) delete() (simserver.simserver.SessionServer method) (simserver.simserver.SimIndex method) (simserver.simserver.SimServer method) Dense2Corpus (class in gensim.matutils) dense2vec() (in module gensim.matutils) destroy() (gensim.similarities.docsim.Similarity method) df2idf() (in module gensim.models.tfidfmodel) dict_from_corpus() (in module gensim.utils) Dictionary (class in gensim.corpora.dictionary) dirichlet_expectation() (in module gensim.models.hdpmodel) (in module gensim.models.ldamodel) Dispatcher (class in gensim.models.lda_dispatcher) (class in gensim.models.lsi_dispatcher) dm (gensim.models.doc2vec.Doc2Vec attribute) do_estep() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method)

do_mstep() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) doc2bow() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) doc2line() (gensim.corpora.svmlightcorpus.SvmLightCorpus static method) Doc2Vec (class in gensim.models.doc2vec) doc2vec() (simserver.simserver.SimModel method) doc_count (gensim.models.doc2vec.Doctag attribute) doc_e_step() (gensim.models.hdpmodel.HdpModel method) docbyoffset() (gensim.corpora.bleicorpus.BleiCorpus method) (gensim.corpora.lowcorpus.LowCorpus method) (gensim.corpora.mmcorpus.MmCorpus method) (gensim.corpora.svmlightcorpus.SvmLightCorpus method) (gensim.corpora.ucicorpus.UciCorpus method) (gensim.corpora.ucicorpus.UciReader method) (gensim.matutils.MmReader method) docs2vecs() (simserver.simserver.SimModel method) Doctag (class in gensim.models.doc2vec) DocvecsArray (class in gensim.models.doc2vec) doesnt_match() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.word2vec.Word2Vec method) drop_index() (simserver.simserver.SessionServer method) (simserver.simserver.SimServer method) DtmModel (class in gensim.models.wrappers.dtmmodel)

E

empty_like() (gensim.models.lsimodel.Projection method) estimate_memory() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) estimated_lookup_memory() (gensim.models.doc2vec.DocvecsArray method) evaluate_test_corpus() (gensim.models.hdpmodel.HdpModel method)

exit() (gensim.models.lda_dispatcher.Dispatcher method) (gensim.models.lsi_dispatcher.Dispatcher method) exitcode (gensim.utils.InputQueue attribute) expect_log_sticks() (in module gensim.models.hdpmodel) extract_pages() (in module gensim.corpora.wikicorpus)

F

FAKE_HEADER (gensim.corpora.ucicorpus.UciWriter attribute) fake_headers() (gensim.corpora.ucicorpus.UciWriter method) (gensim.matutils.MmWriter method) FakeDict (class in gensim.utils) FakeJobQueue (class in gensim.models.word2vec) 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) filter_extremes() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) filter_tokens() (gensim.corpora.dictionary.Dictionary method) filter_wiki() (in module gensim.corpora.wikicorpus) finalize_vocab() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) find_similar() (simserver.simserver.SessionServer method) (simserver.simserver.SimServer method) finferencer() (gensim.models.wrappers.ldamallet.LdaMallet method) finit_alpha() (gensim.models.wrappers.dtmmodel.DtmModel method) finit_beta() (gensim.models.wrappers.dtmmodel.DtmModel method)

flda_ss() (gensim.models.wrappers.dtmmodel.DtmModel method) flush() (simserver.simserver.SimServer 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) 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) fwordweights() (gensim.models.wrappers.ldamallet.LdaMallet method)

G

gensim.corpora (module) gensim.corpora.bleicorpus (module) gensim.corpora.dictionary (module) gensim.corpora.hashdictionary (module) gensim.corpora.indexedcorpus (module) gensim.corpora.lowcorpus (module) gensim.corpora.mmcorpus (module) gensim.corpora.svmlightcorpus (module) gensim.corpora.textcorpus (module) gensim.corpora.ucicorpus (module) gensim.corpora.wikicorpus (module) gensim.interfaces (module) gensim.matutils (module) gensim.models (module) gensim.models.doc2vec (module) gensim.models.hdpmodel (module) gensim.models.lda_dispatcher (module) gensim.models.lda_worker (module) gensim.models.ldamodel (module) gensim.models.ldamulticore (module) gensim.models.logentropy_model (module) gensim.models.lsi_dispatcher (module) gensim.models.lsi_worker (module) gensim.models.lsimodel (module) gensim.models.phrases (module)

gensim.models.rpmodel (module) gensim.models.tfidfmodel (module) gensim.models.word2vec (module) gensim.models.wrappers (module) gensim.models.wrappers.dtmmodel (module) gensim.models.wrappers.ldamallet (module) gensim.models.wrappers.ldavowpalwabbit (module) gensim.similarities.docsim (module) gensim.utils (module) get() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) (gensim.utils.FakeDict method) get_document_id() (gensim.similarities.docsim.Shard method) get_document_topics() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) get_Elogbeta() (gensim.models.ldamodel.LdaState method) get_lambda() (gensim.models.ldamodel.LdaState method) get_max_id() (in module gensim.utils) get_my_ip() (in module gensim.utils) get_namespace() (in module gensim.corpora.wikicorpus) get_similarities() (gensim.interfaces.SimilarityABC method) (gensim.similarities.docsim.MatrixSimilarity method) (gensim.similarities.docsim.SparseMatrixSimilarity method) get_texts() (gensim.corpora.textcorpus.TextCorpus method) (gensim.corpora.wikicorpus.WikiCorpus method) getNS() (in module gensim.utils) getstate() (gensim.models.lda_dispatcher.Dispatcher method) (gensim.models.lsi_dispatcher.Dispatcher method) getstream() (gensim.corpora.textcorpus.TextCorpus method) (gensim.corpora.wikicorpus.WikiCorpus method) getworkers() (gensim.models.lda_dispatcher.Dispatcher method) (gensim.models.lsi_dispatcher.Dispatcher method) grouper() (in module gensim.utils)

H

has_key() (gensim.corpora.hashdictionary.HashDictionary method) 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) HEADER_LINE (gensim.corpora.ucicorpus.UciWriter attribute) (gensim.matutils.MmWriter attribute)

I

id2word (gensim.corpora.lowcorpus.LowCorpus attribute) ident (gensim.utils.InputQueue attribute) identity() (in module gensim.utils) index (gensim.models.doc2vec.Doctag attribute) index() (gensim.models.doc2vec.LabeledSentence method) (gensim.models.doc2vec.TaggedDocument method) (simserver.simserver.SessionServer method) (simserver.simserver.SimServer method) index_documents() (simserver.simserver.SimIndex method) index_vectors() (simserver.simserver.SimIndex method) indexed_doctags() (gensim.models.doc2vec.DocvecsArray method) IndexedCorpus (class in gensim.corpora.indexedcorpus), [1] infer_vector() (gensim.models.doc2vec.Doc2Vec method) inference() (gensim.models.hdpmodel.HdpModel method) (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) init_sims() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.word2vec.Word2Vec method)

initialize() (gensim.models.lda_dispatcher.Dispatcher method) (gensim.models.logentropy_model.LogEntropyModel method) (gensim.models.lsi_dispatcher.Dispatcher method) (gensim.models.rpmodel.RpModel method) (gensim.models.tfidfmodel.TfidfModel method) InputQueue (class in gensim.utils) intersect_word2vec_format() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) is_alive() (gensim.utils.InputQueue method) is_corpus() (in module gensim.utils) ismatrix() (in module gensim.matutils) items() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) iter_chunks() (gensim.similarities.docsim.Similarity method) iteritems() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) (gensim.utils.FakeDict method) iterkeys() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) itervalues() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method)

J

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.utils.InputQueue method)

K

keep_vocab_item() (in module gensim.utils)

keys() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) (gensim.utils.FakeDict method) (simserver.simserver.SimServer method)

L

LabeledSentence (class in gensim.models.doc2vec) lda_e_step() (in module gensim.models.hdpmodel) LdaMallet (class in gensim.models.wrappers.ldamallet) LdaModel (class in gensim.models.ldamodel) LdaMulticore (class in gensim.models.ldamulticore) LdaState (class in gensim.models.ldamodel) LdaVowpalWabbit (class in gensim.models.wrappers.ldavowpalwabbit) learn_vocab() (gensim.models.phrases.Phrases static method) line2doc() (gensim.corpora.bleicorpus.BleiCorpus method) (gensim.corpora.lowcorpus.LowCorpus method) (gensim.corpora.svmlightcorpus.SvmLightCorpus method) LineSentence (class in gensim.models.word2vec) load() (gensim.corpora.bleicorpus.BleiCorpus method) (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) (gensim.corpora.indexedcorpus.IndexedCorpus method), [1] (gensim.corpora.lowcorpus.LowCorpus method) (gensim.corpora.mmcorpus.MmCorpus method) (gensim.corpora.svmlightcorpus.SvmLightCorpus method) (gensim.corpora.textcorpus.TextCorpus 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.VocabTransform method) (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.hdpmodel.HdpModel method) (gensim.models.ldamodel.LdaModel class method) (gensim.models.ldamodel.LdaState method) (gensim.models.ldamulticore.LdaMulticore method) (gensim.models.logentropy_model.LogEntropyModel method) (gensim.models.lsimodel.LsiModel class method) (gensim.models.lsimodel.Projection method) (gensim.models.phrases.Phrases method) (gensim.models.rpmodel.RpModel method) (gensim.models.tfidfmodel.TfidfModel method) (gensim.models.word2vec.Word2Vec class method) (gensim.models.wrappers.dtmmodel.DtmModel method) (gensim.models.wrappers.ldamallet.LdaMallet method) (gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit class method) (gensim.similarities.docsim.MatrixSimilarity method) (gensim.similarities.docsim.Shard method) (gensim.similarities.docsim.Similarity method) (gensim.similarities.docsim.SparseMatrixSimilarity method) (gensim.utils.ClippedCorpus method) (gensim.utils.RepeatCorpus method) (gensim.utils.RepeatCorpusNTimes method) (gensim.utils.SaveLoad class method) (gensim.utils.SlicedCorpus method) (simserver.simserver.SessionServer method) (simserver.simserver.SimModel method)

load_document_topics() (gensim.models.wrappers.ldamallet.LdaMallet method) load_from_text() (gensim.corpora.dictionary.Dictionary static method) load_word2vec_format() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec class method) load_word_topics() (gensim.models.wrappers.ldamallet.LdaMallet method) log_accuracy() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec static method) log_normalize() (in module gensim.models.hdpmodel) log_perplexity() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) (gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method) LogEntropyModel (class in gensim.models.logentropy_model) LowCorpus (class in gensim.corpora.lowcorpus) LsiModel (class in gensim.models.lsimodel)

M

make_cum_table() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) MatrixSimilarity (class in gensim.similarities.docsim) MAX_HEADER_LENGTH (gensim.corpora.ucicorpus.UciWriter attribute) merge() (gensim.models.ldamodel.LdaState method) (gensim.models.lsimodel.Projection method) (simserver.simserver.SimIndex method) merge_sims() (in module simserver.simserver) merge_with() (gensim.corpora.dictionary.Dictionary method) MmCorpus (class in gensim.corpora.mmcorpus)

MmReader (class in gensim.matutils) MmWriter (class in gensim.matutils) mock_data() (in module gensim.utils) mock_data_row() (in module gensim.utils) Model most_similar() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.word2vec.Word2Vec method) most_similar_cosmul() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method)

N

n_similarity() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.word2vec.Word2Vec method) name (gensim.utils.InputQueue attribute) NoCM (class in gensim.utils)

Node note_doctag() (gensim.models.doc2vec.DocvecsArray method)

O

open_session() (simserver.simserver.SessionServer method) optimal_ordering() (gensim.models.hdpmodel.HdpModel method)

optimize() (simserver.simserver.SessionServer method) (simserver.simserver.SimServer method)

P

pad() (in module gensim.matutils) Phrases (class in gensim.models.phrases) pickle() (in module gensim.utils) pid (gensim.utils.InputQueue attribute) pop() (gensim.corpora.hashdictionary.HashDictionary method) popitem() (gensim.corpora.hashdictionary.HashDictionary method) precompute_idfs() (in module gensim.models.tfidfmodel) print_debug() (gensim.models.lsimodel.LsiModel method) (in module gensim.models.lsimodel)

print_topic() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) (gensim.models.lsimodel.LsiModel method) (gensim.models.wrappers.dtmmodel.DtmModel method) (gensim.models.wrappers.ldamallet.LdaMallet method) (gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method) print_topics() (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.wrappers.dtmmodel.DtmModel method) (gensim.models.wrappers.ldamallet.LdaMallet method) (gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method) process_article() (in module gensim.corpora.wikicorpus) Projection (class in gensim.models.lsimodel) prune_vocab() (in module gensim.utils) put() (gensim.models.word2vec.FakeJobQueue method) pyro_daemon() (in module gensim.utils)

Q

qr_destroy() (in module gensim.matutils)

query_shards() (gensim.similarities.docsim.Similarity method)

R

randfname() (in module gensim.utils) read_doctopics() (in module gensim.models.wrappers.ldamallet) release() (gensim.utils.NoCM method) remove_file() (in module gensim.corpora.wikicorpus) remove_markup() (in module gensim.corpora.wikicorpus) remove_template() (in module gensim.corpora.wikicorpus) repeat() (gensim.models.doc2vec.Doctag method) RepeatCorpus (class in gensim.utils) RepeatCorpusNTimes (class in gensim.utils)

reset() (gensim.models.lda_dispatcher.Dispatcher method) (gensim.models.ldamodel.LdaState method) (gensim.models.lsi_dispatcher.Dispatcher method) reset_from() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) reset_weights() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.word2vec.Word2Vec method) restricted_hash() (gensim.corpora.hashdictionary.HashDictionary method) revdict() (in module gensim.utils) rollback() (simserver.simserver.SessionServer method) RpModel (class in gensim.models.rpmodel) run() (gensim.utils.InputQueue method)

S

safe_unichr() (in module gensim.utils) save() (gensim.corpora.bleicorpus.BleiCorpus method) (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) (gensim.corpora.indexedcorpus.IndexedCorpus method), [1] (gensim.corpora.lowcorpus.LowCorpus method) (gensim.corpora.mmcorpus.MmCorpus method) (gensim.corpora.svmlightcorpus.SvmLightCorpus method) (gensim.corpora.textcorpus.TextCorpus 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.VocabTransform method) (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.hdpmodel.HdpModel method) (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamodel.LdaState method) (gensim.models.ldamulticore.LdaMulticore method) (gensim.models.logentropy_model.LogEntropyModel method) (gensim.models.lsimodel.LsiModel method) (gensim.models.lsimodel.Projection method) (gensim.models.phrases.Phrases method) (gensim.models.rpmodel.RpModel method) (gensim.models.tfidfmodel.TfidfModel 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.similarities.docsim.MatrixSimilarity method) (gensim.similarities.docsim.Shard method) (gensim.similarities.docsim.Similarity method) (gensim.similarities.docsim.SparseMatrixSimilarity method) (gensim.utils.ClippedCorpus method) (gensim.utils.RepeatCorpus method) (gensim.utils.RepeatCorpusNTimes method) (gensim.utils.SaveLoad method) (gensim.utils.SlicedCorpus method) (simserver.simserver.SessionServer method) (simserver.simserver.SimModel method) save_as_text() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) save_corpus() (gensim.corpora.bleicorpus.BleiCorpus static method) (gensim.corpora.indexedcorpus.IndexedCorpus method), [1] (gensim.corpora.lowcorpus.LowCorpus static method) (gensim.corpora.mmcorpus.MmCorpus static method) (gensim.corpora.svmlightcorpus.SvmLightCorpus static method) (gensim.corpora.textcorpus.TextCorpus method) (gensim.corpora.ucicorpus.UciCorpus static method) (gensim.corpora.wikicorpus.WikiCorpus method) (gensim.interfaces.CorpusABC static method) (gensim.interfaces.TransformedCorpus method) save_options() (gensim.models.hdpmodel.HdpModel method) save_topics() (gensim.models.hdpmodel.HdpModel method) save_word2vec_format() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) SaveLoad (class in gensim.utils) scale_vocab() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) scan_vocab() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) Scipy2Corpus (class in gensim.matutils) scipy2sparse() (in module gensim.matutils) score() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) score_cbow_pair() (in module gensim.models.word2vec) score_sg_pair() (in module gensim.models.word2vec) seeded_vector() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) serialize() (gensim.corpora.bleicorpus.BleiCorpus method) (gensim.corpora.indexedcorpus.IndexedCorpus class method), [1] (gensim.corpora.lowcorpus.LowCorpus method) (gensim.corpora.mmcorpus.MmCorpus method) (gensim.corpora.svmlightcorpus.SvmLightCorpus method) (gensim.corpora.ucicorpus.UciCorpus method) SessionServer (class in simserver.simserver) set_autosession() (simserver.simserver.SessionServer method) set_zero() (gensim.models.hdpmodel.SuffStats method) setdefault() (gensim.corpora.hashdictionary.HashDictionary method) Shard (class in gensim.similarities.docsim) show_topic() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) (gensim.models.lsimodel.LsiModel 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.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.wrappers.dtmmodel.DtmModel method) (gensim.models.wrappers.ldamallet.LdaMallet method) (gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method) Similarity (class in gensim.similarities.docsim) similarity() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.doc2vec.DocvecsArray method) (gensim.models.word2vec.Word2Vec method)

similarity_by_id() (gensim.similarities.docsim.Similarity method) SimilarityABC (class in gensim.interfaces) SimIndex (class in simserver.simserver) SimModel (class in simserver.simserver) simple_preprocess() (in module gensim.utils) sims2scores() (simserver.simserver.SimIndex method) sims_by_id() (simserver.simserver.SimIndex method) sims_by_vec() (simserver.simserver.SimIndex method) SimServer (class in simserver.simserver) simserver.simserver (module) skip_headers() (gensim.corpora.mmcorpus.MmCorpus method) (gensim.corpora.ucicorpus.UciCorpus method) (gensim.corpora.ucicorpus.UciReader method) (gensim.matutils.MmReader method) SlicedCorpus (class in gensim.utils) smart_extension() (in module gensim.utils) Sparse vector Sparse2Corpus (class in gensim.matutils) sparse2full() (in module gensim.matutils) SparseMatrixSimilarity (class in gensim.similarities.docsim) split_on_space() (in module gensim.corpora.lowcorpus) start() (gensim.utils.InputQueue method) stochastic_svd() (in module gensim.models.lsimodel) STYLE_GENSIM (gensim.models.hdpmodel.HdpTopicFormatter attribute) STYLE_PRETTY (gensim.models.hdpmodel.HdpTopicFormatter attribute) SuffStats (class in gensim.models.hdpmodel) SvmLightCorpus (class in gensim.corpora.svmlightcorpus) sync_state() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) synchronous() (in module gensim.utils)

T

TaggedBrownCorpus (class in gensim.models.doc2vec) TaggedDocument (class in gensim.models.doc2vec) TaggedLineDocument (class in gensim.models.doc2vec) tags (gensim.models.doc2vec.LabeledSentence attribute) (gensim.models.doc2vec.TaggedDocument attribute) terminate() (gensim.utils.InputQueue method) (simserver.simserver.SessionServer method) (simserver.simserver.SimIndex method) Text8Corpus (class in gensim.models.word2vec) TextCorpus (class in gensim.corpora.textcorpus) TfidfModel (class in gensim.models.tfidfmodel) to_unicode() (in module gensim.utils) to_utf8() (in module gensim.utils)

tokenize() (in module gensim.corpora.wikicorpus) (in module gensim.utils) top_topics() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) toptexts() (in module gensim.utils) train() (gensim.models.doc2vec.Doc2Vec method) (gensim.models.word2vec.Word2Vec method) (gensim.models.wrappers.dtmmodel.DtmModel method) (gensim.models.wrappers.ldamallet.LdaMallet method) (gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method) (simserver.simserver.SessionServer method) (simserver.simserver.SimServer method) train_cbow_pair() (in module gensim.models.word2vec) train_sg_pair() (in module gensim.models.word2vec) trained_item() (gensim.models.doc2vec.DocvecsArray method) TransformationABC (class in gensim.interfaces) TransformedCorpus (class in gensim.interfaces)

U

UciCorpus (class in gensim.corpora.ucicorpus) UciReader (class in gensim.corpora.ucicorpus) UciWriter (class in gensim.corpora.ucicorpus) unitvec() (in module gensim.matutils) unpickle() (in module gensim.utils) update() (gensim.corpora.hashdictionary.HashDictionary method) (gensim.models.hdpmodel.HdpModel method) (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) (gensim.models.wrappers.ldavowpalwabbit.LdaVowpalWabbit method) update_alpha() (gensim.models.ldamodel.LdaModel method) (gensim.models.ldamulticore.LdaMulticore method) update_chunk() (gensim.models.hdpmodel.HdpModel method)

update_expectations() (gensim.models.hdpmodel.HdpModel method) update_finished() (gensim.models.hdpmodel.HdpModel method) update_headers() (gensim.corpora.ucicorpus.UciWriter method) update_ids() (simserver.simserver.SimIndex method) update_lambda() (gensim.models.hdpmodel.HdpModel method) update_mappings() (simserver.simserver.SimIndex method) upload_chunked() (in module gensim.utils)

V

values() (gensim.corpora.dictionary.Dictionary method) (gensim.corpora.hashdictionary.HashDictionary method) vec_by_id() (simserver.simserver.SimIndex method) veclen() (in module gensim.matutils) Vector vector_by_id() (gensim.similarities.docsim.Similarity method)

viewitems() (gensim.corpora.hashdictionary.HashDictionary method) viewkeys() (gensim.corpora.hashdictionary.HashDictionary method) viewvalues() (gensim.corpora.hashdictionary.HashDictionary method) Vocab (class in gensim.models.word2vec) VocabTransform (class in gensim.models)

W

WikiCorpus (class in gensim.corpora.wikicorpus) Word2Vec (class in gensim.models.word2vec) word_count (gensim.models.doc2vec.Doctag attribute) words (gensim.models.doc2vec.LabeledSentence attribute) (gensim.models.doc2vec.TaggedDocument attribute) 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)

Z

zeros_aligned() (in module gensim.matutils)