skaasj

blocks-char-rnn

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

deepwalk

DeepWalk - Deep Learning for Graphs

diffmem

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

hed-dlg-truncated

Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)

nnet

Neural networks in NumPy/Cython

skaasj/deepwalk

DeepWalk - Deep Learning for Graphs

skaasj/blocks-char-rnn

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

skaasj/diffmem

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

skaasj/arctic-captions

skaasj/chainer_examples

Example usages of Chainer for natural language processing.

skaasj/dataset-factoid-webquestions

WebQuestions QA Benchmarking Dataset

skaasj/deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

skaasj/denura

RNN cells in Pytorch

skaasj/dl4mt-material

skaasj/dp

skaasj/dracula-theme

:scream: A dark theme for all the things!

skaasj/hierarchical_IL_RL

Code for hierarchical imitation learning and reinforcement learning

skaasj/imagination_augmented_agents

Replicating Imagination-Augmented Agents for Deep Reinforcement Learning

skaasj/ladder

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

skaasj/lstm-char-cnn

LSTM language model with CNN over characters

skaasj/MemNN

Memory Networks implementations

skaasj/MNF_VBNN

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

skaasj/multimodal-vae

Generative model for multimodal data

skaasj/NRI

Neural relational inference for interacting systems - pytorch

skaasj/ntm-one-shot

One-shot Learning with Memory-Augmented Neural Networks

skaasj/prednet

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

skaasj/QMemNet

End to end memory network in Tensorflow

skaasj/svpg_REINFORCE

Stein Variational Policy Gradient for REINFORCE

skaasj/tensorpack

Neural Network Toolbox on TensorFlow

skaasj/text2image

Generating Images from Captions with Attention

skaasj/tf-vqvae

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

skaasj/Theano-Lights

Deep learning research framework based on Theano

skaasj/torch-ntm

A Neural Turing Machine implementation in Torch.

skaasj/unreal

Reinforcement learning with unsupervised auxiliary tasks

skaasj/unsupervised-hierarch-video-prediction

Implementation of Unsupervised Hierarchical Video Prediction Paper.