Official Pytorch repository for "Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective", where FPS (Filtering Posterior Sampling) as well as its extension FPS-SMC are proposed.

X-PSI: X-ray Pulse Simulation and Inference

Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL

Code for "Model-based Reinforcement Learning for Continuous Control with Posterior Sampling", ICML 2021

Posterior estimation of kinetic parameters from dynamic PET data with consistency models

DiffeRential Evolution Adaptive Metropolis algorithm: MATLAB and Python Toolbox

[CVPR 2025] Consistency Posterior Sampling for Diverse Image Synthesis

Approximation Bayesian Computation: Population Monte Carlo in MATLAB and Python

Reimplementation of the highly cited paper "Diffusion Posterior Sampling for General Noisy Inverse Problems" by H. Chung et. al [2023]

Generative diffusion posterior sampling for informative likelihoods

Limits of Acceptability with DREAM algorithm: MATLAB and Python code

An interactive R Shiny dashboard for exploring Bayesian statistics. Visualizes prior and posterior distributions for Binomial, Poisson, and Normal models, and features built-in MCMC simulation tools.