a2821952's repositories
AI_Challenger
AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.
CNNGestureRecognizer
Gesture recognition via CNN. Implemented in Keras + Theano + OpenCV
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
ieee-phm-2012-data-challenge-dataset
Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute
MAProj
Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment
pymarl
Beta code release for Python Multi-Agent Reinforcement Learning framework
StarCraft
Implementations of QMIX, VDN and COMA on SMAC, corresponding papers are "QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning", "Value-Decomposition Networks For Cooperative Multi-Agent Learning", and "Counterfactual Multi-Agent Policy Gradients".
tensorflow
Computation using data flow graphs for scalable machine learning