Home
Tutorials
Install
Support
API
About
API Reference
API Reference
¶
Modules:
interfaces
– Core gensim interfaces
utils
– Various utility functions
matutils
– Math utils
corpora.bleicorpus
– Corpus in Blei’s LDA-C format
corpora.dictionary
– Construct word<->id mappings
corpora.hashdictionary
– Construct word<->id mappings
corpora.lowcorpus
– Corpus in List-of-Words format
corpora.mmcorpus
– Corpus in Matrix Market format
corpora.svmlightcorpus
– Corpus in SVMlight format
corpora.wikicorpus
– Corpus from a Wikipedia dump
corpora.textcorpus
– Building corpora with dictionaries
corpora.ucicorpus
– Corpus in UCI bag-of-words format
corpora.indexedcorpus
– Random access to corpus documents
models.ldamodel
– Latent Dirichlet Allocation
models.lsimodel
– Latent Semantic Indexing
models.tfidfmodel
– TF-IDF model
models.rpmodel
– Random Projections
models.hdpmodel
– Hierarchical Dirichlet Process
models.logentropy_model
– LogEntropy model
models.lsi_dispatcher
– Dispatcher for distributed LSI
models.lsi_worker
– Worker for distributed LSI
models.lda_dispatcher
– Dispatcher for distributed LDA
models.lda_worker
– Worker for distributed LDA
models.word2vec
– Deep learning with word2vec
similarities.docsim
– Document similarity queries
How It Works
simserver
– Document similarity server