gensim
https://github.com/piskvorky/gensim
Python
Topic Modelling for Humans
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- Issues
- Corpus compression
- LDA: Increasing perplexity with increased no. of topics on small documents
- Add methods for mixture of word-vectors
- Allow asymmetrical windows for word2vec.
- Word Mover's Distance slow for fasttext
- Addition of entity embedding model
- LDA multicore stuck after a few passes
- LDA Multi-core not using all cores
- Handling of max_probability in get_term_topics is counter-intuitive
- word2vec vocab building is not multi-threaded
- Docs
- Python not yet supported