Texar: a general-purpose text generation toolkit based on TF

[ZhitingHu]

The list is awesome. It'd be great if you can add Texar to the list :)

Texar is an open source toolkit aiming to support a broad set of machine learning especially text generation tasks, such as machine translation, dialog, summarization, content manipulation, language modeling, and more. Texar is based on TensorFlow, and is designed to be highly modularized, versatile, and extensible, to support arbitrary model architectures and algorithmic paradigms:


• encoder(s) to decoder(s), sequential- and self-attentions, memory, hierarchical models, classifiers, ...

• maximum likelihood learning, reinforcement learning, adversarial learning, probabilistic modeling, ...

More details:

• Website: https://texar.io
• GitHub: https://github.com/asyml/texar
• Examples: https://github.com/asyml/texar/blob/master/examples
• Documentation: https://texar.readthedocs.io/
• Tech report: https://arxiv.org/pdf/1809.00794.pdf