Torch implementation of neural style algorithm

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Feedforward style transfer

An implementation of the paper 'A Neural Algorithm of Artistic Style'.

The original code from the DeepMind article + my tweaks

Memory Networks implementations

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

Lua/Torch implementation of DQN (Nature, 2015)

Torch implementations of various types of autoencoders

Faster neural doodle

Decoupled Weight Decay Regularization (ICLR 2019)

A Neural Turing Machine implementation in Torch.

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Feedforward neural doodle

Capsule network with variations. Originally proposed by Tieleman & Hinton : http://www.cs.toronto.edu/~tijmen/tijmen_thesis.pdf

Weight initialisation schemes for Torch7 neural network modules

Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation

Torch Containers simplified in PyTorch

Simple PuddleWorld DQN example using torch7

Torch7/lua wrapper of roscpp via ffi.

Torch implementation of Neural turing Machine, as presented by Alex Graves, Greg Wayne & Ivo Danihelka.