Implementation of Decision Stacks: Flexible RL via Modular Generative Models

Foundation model for weather & climate

Source code for ClimateLearn

Online Decision Transformer

Official Implementation of LARGE: Latent-Based Regression through GAN Semantics

Bypass Paywalls web browser extension for Chrome and Firefox.

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

The main repository for the Kannada MNIST dataset

Fair Generative Modeling via Weak Supervision

High-fidelity performance metrics for generative models in PyTorch

Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

Code for "Stochastic Optimization of Sorting Networks using Continuous Relaxations", ICLR 2019.

VIP cheatsheets for Stanford's CS 229 Machine Learning

Build Graph Nets in Tensorflow

The fundamental package for scientific computing with Python.

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

Code for "Modeling Sparse Deviations for Compressed Sensing using Generative Models", ICML 2018

Reinforcement learning environments with musculoskeletal models

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

Code for "Best arm identification in multi-armed bandits with delayed feedback", AISTATS 2018.

Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.

Code for "Boosted Generative Models", AAAI 2018.

A MNIST-like fashion product database. Benchmark 👇

This repository contains all source files corresponding to a novel MDP Planner - which combines abstractions/symmteries and UCT