19 results found Sort:

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
Created 2020-09-06
151 commits to main branch, last one 2 years ago
Awesome resources on normalizing flows.
Created 2019-12-11
111 commits to main branch, last one 17 days ago
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Created 2020-02-28
234 commits to master branch, last one 2 years ago
78
563
bsd-3-clause
17
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
Created 2020-12-17
143 commits to main branch, last one 19 days ago
Gaussian Processes for Experimental Sciences
Created 2021-10-28
787 commits to main branch, last one 9 months ago
A Python package for building Bayesian models with TensorFlow or PyTorch
Created 2019-01-05
565 commits to master branch, last one 3 years ago
28
169
mit
8
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
Created 2021-02-04
48 commits to main branch, last one 3 years ago
Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning
Created 2023-02-17
351 commits to main branch, last one a day ago
Pytorch implementation of Variational Dropout Sparsifies Deep Neural Networks
Created 2018-07-13
52 commits to master branch, last one 3 years ago
Bayesian Neural Network in PyTorch
Created 2018-07-09
2 commits to master branch, last one 5 years ago
(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.
Created 2020-12-31
63 commits to master branch, last one 2 years ago
[ACM MM 2020] Uncertainty-based Traffic Accident Anticipation
Created 2020-02-02
142 commits to master branch, last one about a year ago
A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesian Deep Learning, by providing an overview of key papers. More ...
Created 2023-01-16
18 commits to main branch, last one about a year ago
Acoustic mosquito detection code with Bayesian Neural Networks
Created 2021-06-06
94 commits to master branch, last one 3 years ago
5
36
gpl-3.0
1
The implementation of "Uncertainty-Aware Robust Adaptive Video Streaming with Bayesian Neural Network and Model Predictive Control" (NOSSDAV 2021)
Created 2021-03-23
15 commits to master branch, last one 2 years ago