tensorflow / tensor2tensor

7.6k

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

machine-learning machine-translation deep-learning reinforcement-learning tpu

Python Updated May 4, 2019

Hvass-Labs / TensorFlow-Tutorials

7k

TensorFlow Tutorials with YouTube Videos

tensorflow deep-learning machine-learning reinforcement-learning python-notebook tutorial neural-network youtube

Jupyter Notebook Updated Feb 3, 2019

ray-project / ray

6.9k

A system for parallel and distributed Python that unifies the ML ecosystem.

ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization data-science automl hyperparameter-optimization model-selection

Good first issues

Actor class static methods are treated as instance methods

good first issue bug

#4687 opened 11 days ago by neychev

1

[autoscaler] `ray attach CLUSTER.YAML --docker`

good first issue help wanted

#4599 opened 24 days ago by richardliaw

4

[autoscaler] Docker container out-of-date

good first issue feature request

#4574 opened 27 days ago by richardliaw

Python Updated May 4, 2019

ShangtongZhang / reinforcement-learning-an-introduction

6.4k

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning artificial-intelligence

Python Updated Apr 16, 2019

deepmind / pysc2

5.9k

StarCraft II Learning Environment

reinforcement-learning machine-learning starcraft-ii starcraft-ii-replays deepmind blizzard-api

Python Updated May 1, 2019

Unity-Technologies / ml-agents

5.7k

Unity Machine Learning Agents Toolkit

reinforcement-learning unity3d deep-learning unity deep-reinforcement-learning neural-networks

C# Updated May 3, 2019

bulletphysics / bullet3

4.9k

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 May 4, 2019

tensorlayer / tensorlayer

4.9k

Deep Learning and Reinforcement Learning Library for 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 May 4, 2019

kmario23 / deep-learning-drizzle

4.7k

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 Apr 19, 2019

owainlewis / awesome-artificial-intelligence

4.6k

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 25, 2019

BinRoot / TensorFlow-Book

4.3k

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

janhuenermann / neurojs

4.2k

A JavaScript deep learning and reinforcement learning library.

deep-learning self-driving-car reinforcement-learning javascript neural-network machine-learning

JavaScript Updated Apr 7, 2019

tensorpack / tensorpack

4.1k

A Neural Net training Interface on TensorFlow, with focus on speed + flexibility

tensorflow imagenet deep-learning reinforcement-learning neural-networks machine-learning

Python Updated May 3, 2019

keras-rl / keras-rl

3.7k

Deep Reinforcement Learning for Keras.

keras tensorflow theano reinforcement-learning neural-networks machine-learning

Python Updated May 4, 2019

MorvanZhou / Reinforcement-learning-with-tensorflow

3.5k

Simple Reinforcement learning tutorials

Python Updated Apr 2, 2019

yandexdataschool / Practical_RL

3.1k

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 May 4, 2019

MorvanZhou / PyTorch-Tutorial

3k

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

astorfi / Deep-Learning-Roadmap

3k

📡 Organized Resources for Deep Learning Researchers and Developers

deep-learning reinforcement-learning

Python Updated Apr 20, 2019

lazyprogrammer / machine_learning_examples

2.9k

A collection of machine learning examples and tutorials.

deep-learning machine-learning reinforcement-learning python natural-language-processing data-science

Python Updated Apr 28, 2019

pytorch / ELF

2.8k

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

reinforcement-learning alphago-zero rl rl-environment alpha-zero go

C++ Updated Mar 11, 2019

easy-tensorflow / easy-tensorflow

2.7k

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

andri27-ts / 60_Days_RL_Challenge

2.5k

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 Mar 28, 2019

arXivTimes / arXivTimes

2.4k

repository to research & share the machine learning articles

machine-learning natural-language-processing computer-vision reinforcement-learning arxivtimes

Updated May 4, 2019

tensorforce / tensorforce

2.3k

Tensorforce: A TensorFlow library for applied reinforcement learning

reinforcement-learning tensorflow deep-reinforcement-learning tensorflow-library tensorforce control system-control

Python Updated Mar 29, 2019

rlcode / reinforcement-learning

2.3k

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

udacity / deep-reinforcement-learning

2.2k

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 Apr 30, 2019

polyaxon / polyaxon

2k

A platform for reproducible and scalable machine learning and deep learning on kubernetes

deep-learning machine-learning artificial-intelligence data-science reinforcement-learning kubernetes tensorflow pytorch keras mxnet caffe ai dl ml k8s jupyter notebook jupyterlab polyaxon

Good first issues

Monitoring GPU stats not working

good first issue help wanted

#259 opened 6 months ago by timorohner

5

Add setup instructions for polyaxon on microk8s

docs

#424 opened 26 days ago by sotte

2

Add iteration details to experiments

good first issue cli

#94 opened about 1 year ago by mouradmourafiq

Python Updated May 1, 2019

facebookresearch / ELF

1.9k

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 Mar 22, 2019

endymecy / awesome-deeplearning-resources

1.9k

Deep Learning and deep reinforcement learning research papers and some codes

deep-learning reinforcement-learning neural-network paper code video modelzoo corpus nlp

Updated Apr 26, 2019

awjuliani / DeepRL-Agents

1.8k

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

reinforcement-learning tensorflow

Jupyter Notebook Updated Feb 12, 2019

reinforcement-learning

Repositories 3,116

Good first issues

Good first issues