Welcome to Torch Uncertainty¶
Welcome to the documentation of TorchUncertainty.
This website contains the documentation for installing and contributing to TorchUncertainty, details on the API, and a comprehensive list of the references of the models and metrics implemented.
Installation¶
pip install torch-uncertainty
To install TorchUncertainty with contribution in mind, check the contribution page.
Packed-Ensembles¶
Finally, TorchUncertainty also includes the official PyTorch implementation for the following paper:
Packed-Ensembles for Efficient Uncertainty Estimation
Authors: Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, and Gianni Franchi
Paper: here.