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Bayesian Deep Learning Python Packages

Python packages with the GitHub topic bayesian-deep-learning. Sorted by relevance, with stars and monthly downloads.
uncertainty-toolbox
uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

14K 2K 146
supernnova
supernnova

Open Source Photometric classification https://supernnova.readthedocs.io

5K 37 9
google-deepmind
kfac-jax

Second Order Optimization and Curvature Estimation with K-FAC in JAX.

2K 324 29
IntelLabs
bayesian-torch

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

2K 10 3
piEsposito
blitz-bayesian-pytorch

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

2K 981 111
lucadellalib
bayestorch

Lightweight Bayesian deep learning library for fast prototyping based on PyTorch

538 14 1
raphbrodeur
torchbayesian

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

441 6 1
oatml
bdl-benchmarks

BDL Benchmarks

126 673 94
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