skaasj

deepwalk

DeepWalk - Deep Learning for Graphs

blocks-char-rnn

Multi-layer RNN (LSTM, GRU, RNN) for character-level language models in Blocks

diffmem

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

arctic-captions

chainer_examples

Example usages of Chainer for natural language processing.

dataset-factoid-webquestions

WebQuestions QA Benchmarking Dataset

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

denura

RNN cells in Pytorch

dl4mt-material

dp

dracula-theme

:scream: A dark theme for all the things!

hierarchical_IL_RL

Code for hierarchical imitation learning and reinforcement learning

imagination_augmented_agents

Replicating Imagination-Augmented Agents for Deep Reinforcement Learning

ladder

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning

lstm-char-cnn

LSTM language model with CNN over characters

MemNN

Memory Networks implementations

MNF_VBNN

Multiplicative Normalizing Flow (MNF) posteriors for variational Bayesian neural networks

multimodal-vae

Generative model for multimodal data

NRI

Neural relational inference for interacting systems - pytorch

ntm-one-shot

One-shot Learning with Memory-Augmented Neural Networks

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

QMemNet

End to end memory network in Tensorflow

svpg_REINFORCE

Stein Variational Policy Gradient for REINFORCE

tensorpack

Neural Network Toolbox on TensorFlow

text2image

Generating Images from Captions with Attention

tf-vqvae

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

Theano-Lights

Deep learning research framework based on Theano

torch-ntm

A Neural Turing Machine implementation in Torch.

unreal

Reinforcement learning with unsupervised auxiliary tasks

unsupervised-hierarch-video-prediction

Implementation of Unsupervised Hierarchical Video Prediction Paper.