diff --git a/docs/src/corpora/malletcorpus.rst b/docs/src/corpora/malletcorpus.rst index 68973dd7be..184b832dc5 100644 --- a/docs/src/corpora/malletcorpus.rst +++ b/docs/src/corpora/malletcorpus.rst @@ -1,5 +1,5 @@ :mod:`corpora.malletcorpus` -- Corpus in Mallet format of List-Of-Words. -========================================================== +======================================================================== .. automodule:: gensim.corpora.malletcorpus :synopsis: Corpus in Mallet format of List-Of-Words. diff --git a/docs/src/corpora/sharded_corpus.rst b/docs/src/corpora/sharded_corpus.rst index de41ec4302..74831b11bb 100644 --- a/docs/src/corpora/sharded_corpus.rst +++ b/docs/src/corpora/sharded_corpus.rst @@ -1,5 +1,5 @@ :mod:`corpora.sharded_corpus` -- Corpus stored in separate files -========================================================== +================================================================ .. automodule:: gensim.corpora.sharded_corpus :synopsis: Numpy arrays on disk for iterative processing diff --git a/docs/src/models/ldaseqmodel.rst b/docs/src/models/ldaseqmodel.rst index 321977cba0..48114f2639 100644 --- a/docs/src/models/ldaseqmodel.rst +++ b/docs/src/models/ldaseqmodel.rst @@ -1,5 +1,5 @@ :mod:`models.ldaseqmodel` -- Dynamic Topic Modeling in Python -================================ +============================================================= .. automodule:: gensim.models.ldaseqmodel :synopsis: Dynamic Topic Modeling in Python diff --git a/docs/src/parsing/preprocessing.rst b/docs/src/parsing/preprocessing.rst index bc5919bd72..36a2236d07 100644 --- a/docs/src/parsing/preprocessing.rst +++ b/docs/src/parsing/preprocessing.rst @@ -1,5 +1,5 @@ :mod:`parsing.preprocessing` -- Functions to preprocess raw text -========================================================= +================================================================ .. automodule:: gensim.parsing.preprocessing :synopsis: Functions to preprocess raw text diff --git a/docs/src/scripts/glove2word2vec.rst b/docs/src/scripts/glove2word2vec.rst index ef941cd2ad..792b720f71 100644 --- a/docs/src/scripts/glove2word2vec.rst +++ b/docs/src/scripts/glove2word2vec.rst @@ -1,5 +1,5 @@ :mod:`scripts.glove2word2vec` -- Convert glove format to word2vec -========================================================= +================================================================= .. automodule:: gensim.scripts.glove2word2vec :synopsis: Convert glove format to word2vec diff --git a/docs/src/scripts/make_wikicorpus.rst b/docs/src/scripts/make_wikicorpus.rst index fd504c6701..56607bd222 100644 --- a/docs/src/scripts/make_wikicorpus.rst +++ b/docs/src/scripts/make_wikicorpus.rst @@ -1,5 +1,5 @@ :mod:`scripts.make_wikicorpus` -- Convert articles from a Wikipedia dump to vectors. -========================================================= +==================================================================================== .. automodule:: gensim.scripts.make_wikicorpus :synopsis: Convert articles from a Wikipedia dump to vectors. diff --git a/docs/src/scripts/word2vec_standalone.rst b/docs/src/scripts/word2vec_standalone.rst index ab85831d76..85e7505b47 100644 --- a/docs/src/scripts/word2vec_standalone.rst +++ b/docs/src/scripts/word2vec_standalone.rst @@ -1,5 +1,5 @@ :mod:`scripts.word2vec_standalone` -- Train word2vec on text file CORPUS -========================================================= +======================================================================== .. automodule:: gensim.scripts.word2vec_standalone :synopsis: Train word2vec on text file CORPUS diff --git a/docs/src/similarities/index.rst b/docs/src/similarities/index.rst index a2182f8d09..169b26b740 100644 --- a/docs/src/similarities/index.rst +++ b/docs/src/similarities/index.rst @@ -1,5 +1,5 @@ :mod:`similarities.index` -- Fast Approximate Nearest Neighbor Similarity with Annoy package -======================================================================== +============================================================================================ .. automodule:: gensim.similarities.index :synopsis: Fast Approximate Nearest Neighbor Similarity with Annoy package diff --git a/docs/src/similarities/simserver.rst b/docs/src/similarities/simserver.rst index 82b3101fc5..86a529b1c6 100644 --- a/docs/src/similarities/simserver.rst +++ b/docs/src/similarities/simserver.rst @@ -1,5 +1,5 @@ :mod:`simserver` -- Document similarity server -====================================================== +============================================== .. automodule:: simserver.simserver :synopsis: Document similarity server diff --git a/docs/src/sklearn_integration/sklearn_wrapper_gensim_ldamodel.rst b/docs/src/sklearn_integration/sklearn_wrapper_gensim_ldamodel.rst index fbef2ee278..95c100c4b1 100644 --- a/docs/src/sklearn_integration/sklearn_wrapper_gensim_ldamodel.rst +++ b/docs/src/sklearn_integration/sklearn_wrapper_gensim_ldamodel.rst @@ -1,5 +1,5 @@ :mod:`sklearn_integration.sklearn_wrapper_gensim_ldamodel.SklearnWrapperLdaModel` -- Scikit learn wrapper for Latent Dirichlet Allocation -====================================================== +========================================================================================================================================= .. automodule:: gensim.sklearn_integration.sklearn_wrapper_gensim_ldamodel.SklearnWrapperLdaModel :synopsis: Scikit learn wrapper for LDA model diff --git a/docs/src/summarization/keywords.rst b/docs/src/summarization/keywords.rst index 359cdd9eac..041c5dd10b 100644 --- a/docs/src/summarization/keywords.rst +++ b/docs/src/summarization/keywords.rst @@ -1,5 +1,5 @@ :mod:`summarization.keywords` -- Keywords for TextRank summarization algorithm -========================================================= +============================================================================== .. automodule:: gensim.summarization.keywords :synopsis: Keywords for TextRank summarization algorithm diff --git a/docs/src/summarization/pagerank_weighted.rst b/docs/src/summarization/pagerank_weighted.rst index 392440ae0a..0dd9638679 100644 --- a/docs/src/summarization/pagerank_weighted.rst +++ b/docs/src/summarization/pagerank_weighted.rst @@ -1,5 +1,5 @@ :mod:`summarization.pagerank_weighted` -- Weighted PageRank algorithm -========================================================= +===================================================================== .. automodule:: gensim.summarization.pagerank_weighted :synopsis: Weighted PageRank algorithm diff --git a/docs/src/summarization/syntactic_unit.rst b/docs/src/summarization/syntactic_unit.rst index dad505db10..5e20ec5a3e 100644 --- a/docs/src/summarization/syntactic_unit.rst +++ b/docs/src/summarization/syntactic_unit.rst @@ -1,5 +1,5 @@ :mod:`summarization.syntactic_unit` -- Syntactic Unit class -========================================================= +=========================================================== .. automodule:: gensim.summarization.syntactic_unit :synopsis: Syntactic Unit class diff --git a/docs/src/summarization/textcleaner.rst b/docs/src/summarization/textcleaner.rst index 8ff300423b..dddaedcbbe 100644 --- a/docs/src/summarization/textcleaner.rst +++ b/docs/src/summarization/textcleaner.rst @@ -1,5 +1,5 @@ :mod:`summarization.textcleaner` -- Summarization pre-processing -========================================================= +================================================================ .. automodule:: gensim.summarization.textcleaner :synopsis: Summarization pre-processing