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torch-evidental-deep-learning

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About

This is the PyTorch implementation of the original evidental-deep-learning repository:

@article{amini2020deep,
  title={Deep evidential regression},
  author={Amini, Alexander and Schwarting, Wilko and Soleimany, Ava and Rus, Daniela},
  journal={Advances in Neural Information Processing Systems},
  volume={33},
  year={2020}
}

Progress

  • reimplement hello_world.py demo
  • loss: Continuous Evidential Loss
  • layer: DenseNormalGamma

About

PyTorch implementation of the original evidental-deep-learning@https://github.com/aamini/evidential-deep-learning/

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