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/

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Established

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.

Stale 6m No Dependents
Maintenance 0 / 25
Adoption 15 / 25
Maturity 25 / 25
Community 23 / 25

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Stars

2,392

Forks

368

Language

Python

License

Apache-2.0

Last pushed

Aug 26, 2021

Monthly downloads

225

Commits (30d)

0

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