webeng

gym

A toolkit for developing and comparing reinforcement learning algorithms.

fastText

Library for fast text representation and classification.

gensim

Topic Modelling for Humans

pdf2htmlEX

Convert PDF to HTML without losing text or format.

amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

lda2vec

ViZDoom

Reinforcement Learning environments based on the 1993 game Doom :godmode:

ps-lite

A lightweight parameter server interface

CommAI-env

A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

wide-residual-networks

3.8% and 18.3% on CIFAR-10 and CIFAR-100

bAbI-tasks

Task generation for testing text understanding and reasoning

adapt

Adapt Intent Parser

text2image

Generating Images from Captions with Attention

qmf

A fast and scalable C++ library for implicit-feedback matrix factorization models

ntm-one-shot

One-shot Learning with Memory-Augmented Neural Networks

nmt-list

A list of Neural MT implementations

nips2016

Learning What and Where to Draw

ntm-lasagne

Neural Turing Machines library in Theano with Lasagne

keras_npi

NPI(Neural Programmer-Interpreters) implementation with Keras

diffmem

Reference implementations of neural networks with differentiable memory mechanisms (NTM, Stack RNN, etc.)

fast-weights

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

tagger

Deep Unsupervised Perceptual Grouping

torch-bnlstm

Batch-Normalized LSTM (Recurrent Batch Normalization) implementation in Torch.

hinton-coursera

Repo for working through Geoffrey Hinton's Neural Network course (https://class.coursera.org/neuralnets-2012-001)

unsup-queries-data

Unsupervised Data Generated for GeoQuery and SAIL Datasets

coursera-neural-net

Assignments for Geoffrey Hinton's Neural Net Course on Coursera, translated from (gross)Matlab into (beautiful)Python.

rnn_reader

Implementation of "Teaching Machines to Read and Comprehend" in Theano/Lasagne

Matrix-Factorization-GPU

Large scale matrix factorization on GPU

neural-gpu

Theano implementation of the Neural GPU

word2vec

Automatically exported from code.google.com/p/word2vec