Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Python
Updated Mar 22, 2019
#
reinforcement-learning
Repositories 2,925
TensorFlow Tutorials with YouTube Videos
tensorflow
deep-learning
machine-learning
reinforcement-learning
python-notebook
tutorial
neural-network
youtube
Jupyter Notebook
Updated Feb 3, 2019
A system for parallel and distributed Python that unifies the ML ecosystem.
Python Implementation of Reinforcement Learning: An Introduction
Python
Updated Mar 13, 2019
StarCraft II Learning Environment
Unity Machine Learning Agents Toolkit
C#
Updated Mar 22, 2019
Deep Learning and Reinforcement Learning Library for Developers and Scientists
tensorlayer
deep-learning
tensorflow
machine-learning
data-science
neural-network
reinforcement-learning
artificial-intelligence
gan
a3c
tensorflow-tutorials
dqn
object-detection
chatbot
python
tensorflow-tutorial
imagenet
google
Python
Updated Mar 18, 2019
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotic…
simulation
robotics
kinematics
virtual-reality
reinforcement-learning
computer-animation
game-development
C++
Updated Mar 22, 2019
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers
machine-learning
machine-intelligence
artificial-intelligence
reinforcement-learning
intelligent-systems
deep-learning
intelligent-machines
ai
statistical-learning
unsupervised-learning
neural-network
Updated Mar 20, 2019
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from…
machine-learning
deep-learning
deep-neural-networks
pattern-recognition
computer-vision
optimization
visual-recognition
reinforcement-learning
deep-reinforcement-learning
natural-language-processing
artificial-neural-networks
artificial-intelligence-algorithms
probabilistic-graphical-models
bayesian-statistics
Updated Feb 28, 2019
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
tensorflow
machine-learning
regression
convolutional-neural-networks
logistic-regression
book
reinforcement-learning
autoencoder
linear-regression
classification
clustering
Jupyter Notebook
Updated Jul 17, 2018
A javascript deep learning and reinforcement learning library.
JavaScript
Updated Mar 19, 2019
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Python
Updated Mar 22, 2019
Deep Reinforcement Learning for Keras.
Python
Updated Mar 13, 2019
Simple Reinforcement learning tutorials
reinforcement-learning
tutorial
q-learning
sarsa
sarsa-lambda
deep-q-network
a3c
ddpg
policy-gradient
dqn
double-dqn
prioritized-replay
dueling-dqn
deep-deterministic-policy-gradient
asynchronous-advantage-actor-critic
actor-critic
tensorflow-tutorials
proximal-policy-optimization
ppo
machine-learning
Python
Updated Jan 29, 2019
A course in reinforcement learning in the wild
reinforcement-learning
course-materials
deep-learning
deep-reinforcement-learning
git-course
mooc
theano
lasagne
tensorflow
pytorch
pytorch-tutorials
keras
Jupyter Notebook
Updated Mar 20, 2019
Python
Updated Jan 11, 2019
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
C++
Updated Mar 11, 2019
Build your neural network easy and fast
neural-network
python
pytorch-tutorial
batch-normalization
cnn
rnn
autoencoder
pytorch
regression
classification
batch
tutorial
dropout
dqn
reinforcement-learning
gan
generative-adversarial-network
machine-learning
Jupyter Notebook
Updated Dec 3, 2018
Simple and comprehensive tutorials in TensorFlow
deep-learning
tensorflow
reinforcement-learning
machine-learning
pattern-recognition
object-detection
python
convolutional-neural-networks
recurrent-neural-networks
neural-network
Python
Updated Feb 21, 2019
A collection of machine learning examples and tutorials.
deep-learning
machine-learning
reinforcement-learning
python
natural-language-processing
data-science
Python
Updated Mar 10, 2019
Learn Deep Reinforcement Learning in Depth in 60 days
reinforcement-learning
challenge
machine-learning
artificial-intelligence
deep-reinforcement-learning
neural-networks
pytorch
dynamic-programming
openai-gym
dqn
ppo
mdp
a2c
genetic-algorithm
evolution-strategies
reinforcement-learning-algorithms
roboschool
Jupyter Notebook
Updated Dec 19, 2018
repository to research & share the machine learning articles
Updated Mar 19, 2019
Tensorforce: A TensorFlow library for applied reinforcement learning
reinforcement-learning
tensorflow
deep-reinforcement-learning
tensorflow-library
tensorforce
control
system-control
Python
Updated Mar 4, 2019
Minimal and Clean Reinforcement Learning Examples
reinforcement-learning
deep-learning
deep-reinforcement-learning
machine-learning
policy-gradient
deep-q-network
dqn
actor-critic
a3c
Python
Updated Dec 25, 2018
Repo for the Deep Reinforcement Learning Nanodegree program
deep-reinforcement-learning
reinforcement-learning
reinforcement-learning-algorithms
neural-networks
pytorch
pytorch-rl
ddpg
dqn
ppo
dynamic-programming
cross-entropy
hill-climbing
ml-agents
openai-gym-solutions
openai-gym
rl-algorithms
Jupyter Notebook
Updated Mar 11, 2019
A platform for reproducible and scalable machine learning and deep learning on kubernetes
An End-To-End, Lightweight and Flexible Platform for Game Research
gaming
cpp
python
artificial-intelligence
deep-learning
neural-network
platform
reinforcement-learning
C++
Updated Dec 30, 2018
Deep Learning and deep reinforcement learning research papers and some codes
Updated Mar 21, 2019
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
Jupyter Notebook
Updated Feb 12, 2019