Changelog

0.0.5 (2016-12-30)

Online learning and better pre-training in GensimFastTex:
- Hashing trick for building the vocabulary, similar to the original fastText approach
- It is possible to pre-fit word embeddings from a dataset with word2vec
- True online earning with partial_fit, the vocabulary is incrementally updated
New version of fastText.py: 0.8.2
New version of Gensim: 0.13.4
Fixed predict_proba output format

0.0.4 (2016-11-05)

Faster prediction for multiple labels with one predict call
Better persistence with save and load methods
Fixed parameter names convention

0.0.3 (2016-10-28)

FastText classifier based on version 0.8.0 of https://github.com/salestock/fastText.py
GensimFastText has now:
- negative sampling
- softmax as alternative output function
- almost complete LabeledWord2Vec as subclass of Gensim's Word2Vec
More tests

0.0.2 (2016-10-14)

Cython code for fastText in Gensim
Script for benchmarks

0.0.1 (2016-10-11)

First working model: GensimFastText