snowfeet's repositories
-NIPS-2017-Learning-to-Run
Reinforcement learning environments with musculoskeletal models
2017-learning-to-run
The Winning Solution for the Learning To Run Challenge 2017
AI-AngryBird-Eagle-Wing
AIBirds 2017 winner, Eagle's Wing. AIBird 2017 results : https://aibirds.org/angry-birds-ai-competition/competition-results.html
Awesome-Deep-Learning-Resources
Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.
commandcenter
Starcraft AI Bot
darts
Differentiable architecture search for convolutional and recurrent networks
Deep-Trading
Algorithmic trading with deep learning experiments
DeepCTR
DeepCTR is a Easy-to-use,Modular and Extendible package of deep-learning based CTR models along with lots of core components layer which can be used to build your own custom model easily.
DeepMind-Atari-Deep-Q-Learner
The original code from the DeepMind article + my tweaks
DeepPavlov
An open source library for building end-to-end dialog systems and training chatbots.
DeepRec
Implementation of Deep Learning based Recommender Algorithms with Tensorflow.
DeepRLHacks
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Distributed-TensorFlow-Guide
Distributed TensorFlow basics and examples of training algorithms
DuReader
Baseline Systems of DuReader Dataset
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
matplotlib
matplotlib: plotting with Python
minigo
An open-source implementation of the AlphaGoZero algorithm
PGPortfolio
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
pysc2
StarCraft II Learning Environment
reaver-pysc2
Reaver: StarCraft II Deep Reinforcement Learning Agent. Modular DRL framework. Works with Gym, Atari, and MuJoCo as well.
retro-challenge-solution
The solution of Dharmaraja for OpenAI contest https://contest.openai.com/
RoomAI
A toolkit for developing and comparing AI-bots of imperfect information games.
StarcraftAITournamentManager
Tournament Manager Software for StarCraft AI Competitions
tensorflow-mnist-tutorial
Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.
tforce_btc_trader
TensorForce Bitcoin Trading Bot
ualbertabot
UAlbertaBot
x-deeplearning
An industrial deep learning framework for high-dimension sparse data