Ludwig Winkler

JaxLightning. Running Jax in PyTorch Lightning

pytorch_MCMC. Lightweight MCMC sampling for PyTorch Models aka My Corona Project

pytorch_ProbabilisticLayers. Bayesian Neural Networks with Parallelized Sampling of LogLikelihood

EhrenfestDiffusion. Transfer Learning between Discrete and Continuous Diffusion Model

genai. some notes

hamiltorch. PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC)

BayesianOptimization. Bayesian Optimization with Gaussian Processes

ludwigwinkler.github.io. Ludwig Winklers Github.io

MLMD. Python

MCMC-with-Uncertain-Energies. MATLAB

torchGMM. Analytical, time-dependent GMM sandbox for diffusion experiments