Popular GitHub Repositories for Importance Sampling

The Noise Contrastive Estimation for softmax output written in Pytorch

Clustering with variational Bayes and population Monte Carlo

Code accompanying the notMIWAE paper

Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning

Code for NeurIPS 2023 Paper (Imitation Learning from Imperfection: Theoretical Justifications and Algorithms)

Importance Weighted Autoencoders in TensorFlow 2, reproducing results from the IWAE paper with 1 or 2 stochastic layers