Python tool for converting files and office documents to Markdown.

Database of Iranian poems.

Notes on quantization in neural networks

A simple web racing game demo using imitation learning models.

A modern commutative diagram editor for the web.

DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

This is the code repository for MobILE: Model-Based Imitation Learning from Observation Alone (NeurIPS 2021)

Sokoban environment for OpenAI Gym

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience re…

Imitation learning algorithms

A complete computer science study plan to become a software engineer.

A simple visual editor for creating commutative diagrams.

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

Deep Inside-Outside Recursive Autoencoder

Code for this CVPR 2018 paper: "A PID Controller Approach for Stochastic Optimization of Deep Networks", Wangpeng An, Haoqian Wang, Qingyun Sun, Jun Xu, Qionghai Dai, Lei Zhang.

Probabilistic Multivariate Time Series Forecast using Deep Learning

An Interactive Introduction to Fourier Transforms

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Pape…

code for "Isolating Sources of Disentanglement in Variational Autoencoders".

A self-driving car simulator built with Unity

An implementation of the Augmented Random Search algorithm

Reader for CoNLL-2012 using Ontonotes-5.0 documents

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

Implementation of Conditionally Shifted Neurons by Munkhdalai et al. (https://arxiv.org/pdf/1712.09926.pdf)

Time-Contrastive Learning

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression