pytext

Text prediction is usually called "language modeling" in NLP. Because it's useful as a weak supervision signal to improve performance on other tasks, most of the mentioned libraries support it. However, they might not always provide complete examples, instead assuming that you know how to express the model and train it using the primitives provided by the library. Flair: https://github.com/zalandoresearch/flair/blob/master/flair/m... Allen NLP: https://github.com/allenai/allennlp/blob/master/allennlp/dat... PyText: https://github.com/facebookresearch/pytext/blob/master/pytex... spaCy seems to focus on language analysis and I couldn't find an API that'd be directly usable for text generation.

The closest alternatives in this space would be allennlp [1], the recently released pytext [2] and spacy [3]. pytext's authors wrote some comparison on the accompanying paper [4] and this GitHub issue [5]. [1] https://github.com/allenai/allennlp [2] https://github.com/facebookresearch/pytext [3] https://spacy.io [4] https://arxiv.org/pdf/1812.08729.pdf [5] https://github.com/facebookresearch/pytext/issues/110

I wonder how all these open-source releases happening this month [1][2][3] are related to improve team morale internally... [1] https://github.com/facebookresearch/DeepFocus [2] https://github.com/facebookresearch/nevergrad [3] https://github.com/facebookresearch/pytext