code for "Isolating Sources of Disentanglement in Variational Autoencoders".
A complete computer science study plan to become a software engineer.
Reader for CoNLL-2012 using Ontonotes-5.0 documents
Learning deep functions on sets for set2subset transformations
Probabilistic Multivariate Time Series Forecast using Deep Learning
An implementation of DIP-VAE from the paper "Variational Inference of Disentangled Latent Concepts from Unlabelled Observations" by Kumar et al. (Published at ICLR 2018) https://arxiv.org/abs/1711.00848
Sokoban environment for OpenAI Gym
Imitation learning algorithms
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
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.
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
A self-driving car simulator built with Unity
Verilog Generator of Neural Net Digit Detector for FPGA