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28 stars written in Lua
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Torch implementation of neural style algorithm

Lua 18,294 2,661 Updated Feb 23, 2018

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

Lua 12,016 2,626 Updated Oct 24, 2023

Efficient, reusable RNNs and LSTMs for torch

Lua 2,559 511 Updated Jun 21, 2022

Open Source Neural Machine Translation in Torch (deprecated)

Lua 2,390 459 Updated Feb 19, 2020

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

Lua 2,365 666 Updated Aug 24, 2022

The original code from the DeepMind article + my tweaks

Lua 1,827 530 Updated Jan 23, 2018

Memory Networks implementations

Lua 1,754 370 Updated Jul 28, 2020

A torch implementation of http://arxiv.org/abs/1511.06434

Lua 1,487 411 Updated Aug 2, 2021

Facebook's extensions to torch/cunn.

Lua 1,061 243 Updated Jul 21, 2017

Recurrent Neural Network library for Torch7's nn

Lua 944 308 Updated Dec 21, 2017

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

Lua 895 233 Updated Jul 30, 2017

LSTM language model with CNN over characters

Lua 837 222 Updated Aug 24, 2016
Lua 681 285 Updated Aug 21, 2018

Deep Networks with Stochastic Depth

Lua 480 77 Updated Aug 13, 2018

Torch implementations of various types of autoencoders

Lua 475 79 Updated Aug 28, 2017

Text classification using a convolutional neural network.

Lua 452 126 Updated Jan 26, 2020

Spatio-temporal video autoencoder with convolutional LSTMs

Lua 294 85 Updated Jul 5, 2016

Implementation of Variational Auto-Encoder in Torch7

Lua 266 59 Updated Dec 19, 2016

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Lua 263 72 Updated Feb 8, 2018

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

Lua 246 50 Updated Oct 21, 2019

Traffic sign recognition with Torch

Lua 176 59 Updated May 24, 2016

Torch implementation of DRAW: A Recurrent Neural Network For Image Generation

Lua 136 32 Updated Oct 7, 2015
Lua 94 28 Updated Sep 12, 2016

An implementation of the LRCN in Torch

Lua 93 31 Updated Apr 8, 2017

Reinforcement learning environments for Torch7

Lua 91 23 Updated Dec 15, 2016

Playing with an LSTM neural network.

Lua 32 8 Updated Oct 31, 2017

The original code from the DeepMind article + my tweaks

Lua 19 7 Updated Sep 3, 2015