stein-variational-gradient-decent

There are 3 repositories under stein-variational-gradient-decent topic.

cics-nd / cnn-surrogate
Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
encoder-decoder bayesian-surrogate uncertainty-quantification image-regression stein-variational-gradient-decent
Language:Python 100
cics-nd / rans-uncertainty
Uncertainty Quantification of RANS Data-Driven Turbulence Modeling
bayesian-surrogate rans turbulence-models stein-variational-gradient-decent deep-learning fluid-dynamics
Language:C++ 53
activatedgeek / svgd
PyTorch implementation of Stein Variational Gradient Descent
bayesian stein-variational-gradient-decent bayesian-inference kernel-methods non-parametric-inference
Language:Jupyter Notebook 38
gianlucadetommaso / Stein-variational-samplers
Python and MATLAB code for Stein Variational sampling methods
stein-variational-gradient-decent variational-inference newton-method bayesian-inference sampling optimisation changepoint hawkes-process lstm-neural-networks stein-variational-newton svocd
Language:Jupyter Notebook 22
lubaroli / dust
This is the code repository for the DuSt-MPC paper, published at Robotics: Science and Systems (RSS) 2021.
robotics python variational-inference stein-variational-gradient-decent
Language:Python 19
sungyubkim / amortized_svgd
A pytorch implementation of Amortized Stein Variational Gradient Descent/ Stein GAN
stein-variational-gradient-decent generative-model amortized-svgd pytorch
Language:Jupyter Notebook 18
wataruhashimoto52 / svgd_tf
Implementation of Stein Variational Gradient Descent with TensorFlow 2.0
bayesian-inference stein-variational-gradient-decent tensorflow variational-inference
Language:Python 11
singhalrk / stein_ksd
bayesian bayesian-inference stein-variational-gradient-decent variational-inference
Language:Jupyter Notebook 10
mokeddembillel / Amortized-SVGD-GAN
Learning to draw samples: with application to amortized maximum likelihood estimator for generative adversarial learning
draw-samples continuous-probability-distibution gan svgd stein-variational-gradient-decent amortized amortized-svgd pytorch pytorch-implementation reinforcement-learning soft-q-learning sql
Language:Python 9
wsjeon / SVGD
TensorFlow Implementation of Stein Variational Gradient Descent (SVGD)
stein-variational-gradient-decent svgd bayesian-inference bayesian-classifiers
Language:Python 7
hejj16 / Stein-Variational-Gradient-Descent-PyTorch
An implementation of SVGD in PyTorch
stein svgd stein-variational-gradient-decent
Language:Jupyter Notebook 3
murogrande / SVGD-for-quantum-tomography
SVGD to the quantum setting. Crowdfund: $QUANTUM: Prof. Ferrie
quantum-tomography stein-variational-gradient-decent tomography-problem
Language:Jupyter Notebook 0