gensim
https://github.com/piskvorky/gensim
Python
Topic Modelling for Humans
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- Issues
- model.trainables.update_weights executes even when no new vocabulary is added
- Reusing Vocabulary built with scan_vocab is impossible
- HdpModel gets into infinite loop on empty input corpus
- Add more datasets/models to gensim-data
- Scale topic coherence by adding a means to build an on-disk inverted index
- Monte Carlo Word Mover Distance
- Exploding Perplexity for big number of topics
- potential Doc2Vec feature: reverse inference, to synthesize doc/summary words
- Add mSDA model
- Jupyter crashes on using Word2Vec most_similar
- Docs
- Python not yet supported