TorchDrift is a joint project of Orobix Srl, Bergamo, Italy and MathInf GmbH, Garching b. München, Germany.
Authors: ...
We were inspired by
- Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift, NeurIPS 2019 https://github.com/steverab/failing-loudly
- Hendrycks & Dietterich: Benchmarking Neural Network Robustness to Common Corruptions and Perturbations ICLR 2019 https://github.com/hendrycks/robustness/
- Van Looveren et al.: Alibi Detect https://github.com/SeldonIO/alibi-detect/