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bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

uncertainty-wizard

Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.

nlp-uncertainty-zoo

PyTorch Implementation of Models used for Uncertainty Estimation in Natural Language Processing.

torchbayesian

PyTorch-native Bayesian neural networks for uncertainty quantification in deep learning

robust-deep-learning

The Robust Deep Learning Library

masksembles

Official repository for the paper "Masksembles for Uncertainty Estimation" (CVPR 2021).