Ood Detection Python Packages

pytorch-ood

👽 Out-of-Distribution Detection with PyTorch

detectors

Python package to accelerate research on generalized out-of-distribution (OOD) detection.

opents

Efficient and User-Friendly Time Series Analysis Library for PyOpenTS with pytorch compatibility.

abstain-bench

How often does your verifier claim success on input it could not check? A benchmark for unearned passes

robust-deep-learning

A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.