fchollet

keras-rl

Deep Reinforcement Learning for Keras.

research

dataset and code for 2016 paper "Learning a Driving Simulator"

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

Neural-Style-Transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

biaxial-rnn-music-composition

A recurrent neural network designed to generate classical music.

nnvm

wavenet

Keras WaveNet implementation

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

ultrasound-nerve-segmentation

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

keras-language-modeling

:book: Some language modeling tools for Keras

music-auto_tagging-keras

Music auto-tagging models and trained weights in keras/theano

DeepLearning-NLP

Introduction to Deep Learning for Natural Language Processing

keras-wavenet

Keras implementation of deepmind's wavenet paper

keras-cam

Keras implementation of class activation mapping

CorEx

CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.

sand-spline

generative algorithm

kerlym

KEras Reinforcement Learning gYM agents

keras_snli

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

dragonn

A toolkit to learn how to model and interpret regulatory sequence data using deep learning.

keras_npi

NPI(Neural Programmer-Interpreters) implementation with Keras

squeezenet_demo

VGG16CAM-keras

Keras implementation of the VGG16-CAM model

keras-fractalnet

FractalNet implementation in Keras: Ultra-Deep Neural Networks without Residuals

intro-to-deep-learning-for-nlp

The repository contains code walkthroughs which introduces Deep Learning in the field of Natural Language Processing.

ReinforcementLearning

keras-residual-unit

customize this building block to make all the residual connections you can dream of

deep-learning

aws-tensorflow-setup

Install TensorFlow on AWS GPU-instance

render

[unmaintained] helpers used to draw and animate with python (cairo)