vyraun

tensorflow

An Open Source Machine Learning Framework for Everyone

magenta

Magenta: Music and Art Generation with Machine Intelligence

awesome-tensorflow

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

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

og-equity-compensation

Stock options, RSUs, taxes — read the latest edition: www.holloway.com/ec

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

rllab

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

async-rl

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

bAbI-tasks

Task generation for testing text understanding and reasoning

MemN2N-tensorflow

"End-To-End Memory Networks" in Tensorflow

theano_exercises

Exercises for my tutorials on Theano

talks

Talks at conferences, meetups, hackathons, and more, plus my speaker rider for good measure.

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

keras-language-modeling

:book: Some language modeling tools for Keras

modular_rl

Implementation of TRPO and related algorithms

torch-Video-Tutorials

Light your way in Deep Learning with Torch 🔦

keras-wavenet

Keras implementation of deepmind's wavenet paper

VQA

dl-machine

Scripts to setup a GPU / CUDA-enabled compute server with libraries for deep learning

Algorithms

Algorithms

tf_examples

TensorFlow and Scikit Flow examples

dl-rnn

Recurrent Deep Learning Tutorials and examples: RNN, GRU, LSTM

dl-attention

Attention models

rnn_lm

various simple RNNs trained on synthetic grammars

dl-tensorflow-ws

workshop tensorflow

LSTM-Generative-and-Discriminative

MazeBase

Simple environment for creating very simple 2D games and training neural network models to perform tasks within them

PyGame-Learning-Environment

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

rnn

Recurrent Neural Network library for Torch7's nn