Feuermagier / Beyond_Deep_Ensembles Star 14 Code Issues Pull requests Discussions Code for the paper "Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift" pytorch bayesian-inference swag bayesian-deep-learning natural-gradients bayes-by-backprop svgd out-of-distribution wilds deep-ensembles stein-variational-gradient-descent Updated Oct 18, 2023 Jupyter Notebook
lucadellalib / bayestorch Star 9 Code Issues Pull requests Lightweight Bayesian deep learning library for fast prototyping based on PyTorch python machine-learning deep-learning pytorch bayesian-inference uncertainty-quantification variational-inference markov-chain-monte-carlo bayesian-neural-networks bayesian-deep-learning bayes-by-backprop stein-variational-gradient-descent Updated Feb 24, 2023 Python
lucadellalib / bdl-rul-svgd Star 9 Code Issues Pull requests Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent python machine-learning deep-learning pytorch bayesian-inference variational-inference bayesian-neural-networks bayesian-deep-learning predictive-maintenance remaining-useful-life bayes-by-backprop c-mapss stein-variational-gradient-descent Updated Feb 5, 2024 Python