vyraun

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

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

modular_rl

Implementation of TRPO and related algorithms

rllab

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

og-equity-compensation

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

keras-wavenet

Keras implementation of deepmind's wavenet paper

theano_exercises

Exercises for my tutorials on Theano

colorization

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

MazeBase

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

VQA

torch-Video-Tutorials

Light your way in Deep Learning with Torch 🔦

rnn

Recurrent Neural Network library for Torch7's nn

MemN2N-tensorflow

"End-To-End Memory Networks" in Tensorflow

dl-tensorflow-ws

workshop tensorflow

dl-attention

Attention models

dl-rnn

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

dl-machine

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

PyGame-Learning-Environment

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

keras-language-modeling

:book: Some language modeling tools for Keras

LSTM-Generative-and-Discriminative

rnn_lm

various simple RNNs trained on synthetic grammars

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

tf_examples

TensorFlow and Scikit Flow examples

char-rnn

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

Algorithms

Algorithms

talks

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