uncertainty topic
pre-training
Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
ss-ood
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
gelato
Bayesian dessert for Lasagne
welleng
A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.
bft
Belief functions theory (Dempster-Shafer theory) implementation in C++
friedrich
A Rust implementation of Gaussian Process regression.
uncertainty-toolbox
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
pytorch-forecasting
Time series forecasting with PyTorch
despot
The DESPOT online POMDP solver
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more