calvin-cmu Goto Github PK

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-rl

Reinforcement learning resources curated

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-101

Deep Learning Tutorials

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deepdream

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deepstack-leduc

Example implementation of the DeepStack algorithm for no-limit Leduc poker

gym

A toolkit for developing and comparing reinforcement learning algorithms.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

magenta

Magenta: Music and Art Generation with Machine Intelligence

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

memn2n-tensorflow

End-To-End Memory Networks in Tensorflow

models

Models built with TensorFlow

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

neon

Fast, scalable, easy-to-use Python based Deep Learning Framework by Nervana™

neural-architecture-search

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

ntm-tensorflow

Neural Turing Machine in Tensorflow

nvidia-autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

tdb

Interactive, node-by-node debugging and visualization for TensorFlow

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for beginners