George Papamakarios's repositories
epsilon_free_inference
Code for paper "Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation"
bayesian_neural_networks_demo
A demo of Bayesian neural networks, using SVI and HMC.
stochastic_optimization_comparison
Comparison of modern stochastic optimization algorithms.
distilling_model_knowledge
The code from my MSc thesis at the University of Edinburgh.
mlpr_tutorials
My demos for the MLPR tutorials at the University of Edinburgh.
distilling_intractable_generative_models
Code for paper "Distilling Intractable Generative Models".