asyml/texar-pytorch
Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/
Provides modularized encoder-decoder architectures with pre-trained model support (BERT, GPT-2, XLNet) and an `Executor` API for managing training loops with built-in metrics and checkpointing. Decomposes learning into principled Learning-Inference-Model layers, supporting maximum likelihood, reinforcement learning, and adversarial training paradigms while maintaining full PyTorch API compatibility.
746 stars and 3,221 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
746
Forks
113
Language
Python
License
Apache-2.0
Category
Last pushed
Apr 14, 2022
Monthly downloads
3,221
Commits (30d)
0
Dependencies
9
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