gensim
https://github.com/piskvorky/gensim
Python
Topic Modelling for Humans
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- Issues
- explicitly specify encoding whenever opening text files
- word2vec.ipynb broken
- Arrays not separated correctly during `save()`
- `Doc2Vec.save()` is saving a `vectors_docs_norm` property unnecessarily
- Faster SVD using sampling & GPU
- LDA underflow problem
- Reformat API reference page
- Adding topic modeling methods based on word embeddings
- Impossible to roll up phrases of more than 2 words while lowering the threshold
- Improving serialized corpora functionality in the author-topic model
- Docs
- Python not yet supported