cnn-gan Goto Github PK

a-guide-to-deepminds-starcraft-ai-environment

This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube

a3c

actionvlad

ActionVLAD for video action classification (CVPR 2017)

adaali

adagan

AdaGAN: greedy iterative procedure to train mixtures of GANs

adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

agents

Efficient Batched Reinforcement Learning in TensorFlow

ali-clc-feature

alice

Adversarially Learned Inference with Conditional Entropy (ALICE)

apollo

An open autonomous driving platform

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

awesome-mxnet

A curated list of MXNet examples, tutorials and blogs.

awesome-starcraftai

A curated list of resources dedicated to StarCraft AI.

bigan

code for "Adversarial Feature Learning"

c51dqn

A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)

cam

Class Activation Mapping

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

cevae

Causal Effect Inference with Deep Latent-Variable Models

conv3d_clstm

Multimodal Gesture Recognition Using 3D Convolution and Convolutional LSTM

cramer-gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

cs231n.github.io

Public facing notes page

cyclegan-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

dcgan-feature

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

ddpg-torcs-tensorflow

deepdoom

Tensorflow DQN and DRQN agent playing doom

deeplearning-mindmap

A mindmap summarising Deep Learning concepts.

deeploco

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

distributional-dqn

Implementation of 'A Distributional Perspective on Reinforcement Learning' based on OpenAi baselines