Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
uncertainty-quantification encoder-decoder bayesian-surrogate image-regression stein-variational-gradient-decent
- Updated
- Python
#
stein-variational-gradient-decent
Here are 13 public repositories matching this topic...
Uncertainty Quantification of RANS Data-Driven Turbulence Modeling
deep-learning fluid-dynamics turbulence-models bayesian-surrogate stein-variational-gradient-decent rans
- Updated
- C++
PyTorch implementation of Stein Variational Gradient Descent
bayesian bayesian-inference kernel-methods non-parametric-inference stein-variational-gradient-decent
- Updated
- Jupyter Notebook
This is the code repository for the DuSt-MPC paper, published at Robotics: Science and Systems (RSS) 2021.
- Updated
- Python
Python and MATLAB code for Stein Variational sampling methods
sampling bayesian-inference variational-inference lstm-neural-networks optimisation changepoint newton-method stein-variational-gradient-decent hawkes-process stein-variational-newton svocd
- Updated
- Jupyter Notebook
A pytorch implementation of Amortized Stein Variational Gradient Descent/ Stein GAN
- Updated
- Jupyter Notebook
Implementation of Stein Variational Gradient Descent with TensorFlow 2.0
- Updated
- Python
Learning to draw samples: with application to amortized maximum likelihood estimator for generative adversarial learning
sql reinforcement-learning pytorch gan amortized soft-q-learning stein-variational-gradient-decent svgd pytorch-implementation amortized-svgd draw-samples continuous-probability-distibution
- Updated
- Python
- Updated
- Jupyter Notebook
TensorFlow Implementation of Stein Variational Gradient Descent (SVGD)
- Updated
- Python
An implementation of SVGD in PyTorch
- Updated
- Jupyter Notebook
Constrained Global Optimization through Stein Variational Inference
optimization global-optimization bayesian-inference variational-inference bayesian-optimization kl-divergence multimodal stein-variational-gradient-decent svgd
- Updated
- Julia
SVGD to the quantum setting. Crowdfund: $QUANTUM: Prof. Ferrie
- Updated
- Jupyter Notebook
Improve this page
Add a description, image, and links to the stein-variational-gradient-decent topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the stein-variational-gradient-decent topic, visit your repo's landing page and select "manage topics."