Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024

A simple way to calibrate your neural network.

A Library for Uncertainty Quantification.

A Harder ImageNet Test Set (CVPR 2021)

Investigating the relationship between Jigsaw Invariance and Classification Accuracy, and comparing the strength of this relationship with other metrics.

Pretrained TorchVision models on CIFAR10 dataset (with weights)

pytorch and cifar10

Image augmentation for machine learning experiments.

Automatic model evaluation (AutoEval) in CVPR'21&TPAMI'22

PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023

95.47% on CIFAR10 with PyTorch

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

This repository provides code for "On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness".

This repository will be used for the testing of torch hub functionalities.

Test repo for hubconf.py

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

A computer algebra system written in pure Python

Static type checker for Python

Code for "Are labels necessary for neural architecture search"