Kim Heecheol's repositories
relational-networks
Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)
soft-decision-tree
pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"
pathnet-pytorch
PyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
pytorch-noreward-rl
pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction
acgan-pytorch
Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs
forward-thinking-pytorch
Pytorch implementation of "Forward Thinking: Building and Training Neural Networks One Layer at a Time"
policy-gradient-importance-sampling
Policy gradient reinforcement learning algorithm with importance sampling
noreward-rl
[ICML 2017] Curiosity-driven Exploration for Deep Reinforcement Learning by Self-supervised Prediction
AnimalShogi
Animal Shogi AI
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
iai_kinect2
Tools for using the Kinect One (Kinect v2) in ROS
Improved-Dynamic-Memory-Networks-DMN-plus
Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)
jsk_recognition
JSK perception ROS packages
keras-acgan
Auxiliary Classifier Generative Adversarial Networks in Keras
libfreenect2
Open source drivers for the Kinect for Windows v2 device
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
pytorch-dnc
Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom
pytorch-REINFORCE
PyTorch Implementation of REINFORCE for both discrete & continuous control