asyml/texar
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
Provides modularized, reusable components (encoders, decoders, attention mechanisms) decomposed along a Learning-Inference-Model architecture, with built-in support for multiple training paradigms including maximum likelihood, reinforcement learning, and adversarial learning. Integrates pre-trained models like BERT and GPT-2 with uniform interfaces, and maintains parallel PyTorch and TensorFlow implementations with largely compatible APIs for cross-framework flexibility.
2,392 stars and 225 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
2,392
Forks
368
Language
Python
License
Apache-2.0
Category
Last pushed
Aug 26, 2021
Monthly downloads
225
Commits (30d)
0
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