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stein-variational-gradient-descent

Here are 5 public repositories matching this topic...

Feuermagier / Beyond_Deep_Ensembles

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 / bdl-rul-svgd

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

lucadellalib / bayestorch

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

khaiyichin / SVGDCpp

A library for the Stein Variational Gradient Descent algorithm in C++.

bayesian-inference variational-inference svgd stein-variational-gradient-descent

Updated Nov 1, 2024
C++

tranquyenbk173 / FHVI

Improving Generalization with Flat Hilbert Bayesian Inference

sharpness-aware-minimization foundation-models stein-variational-gradient-descent low-rank-adaptation robust-machine-learning-

Updated Nov 24, 2024
Python

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