rasoolfa

P3O

P3O paper code

videocap

Memory-augmented Attention Modelling for Videos

MySmallDeepNets

This repository contains codes for a small deep learning techniques such as Restricted Boltzmann Machines, Autoencoder, Denoising Autoencoder, Feed Forward Neural Networks, Convolutional Neural Network, and many others.

ladder

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

neural-network-papers

Notes

This repository contains some useful hacks in machine learning.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

caffe

Caffe: a fast open framework for deep learning.

CNTK

Microsoft Cognitive Toolkit (CNTK)

cs231n.github.io

Public facing notes page

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

ExplorationConsciousRL

An Alpha-DDQN and Sigma-DDPG implementation based on OpenAI Baselines

ilqc

Iterative Linearized Control Toolbox

Install-OpenCV

shell scripts to install different version of OpenCV in different distributions of Linux

MMD-GAN

MMD-GAN: Towards Deeper Understanding of Moment Matching Network

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

rasoolfa.github.io

rlkit

Collection of reinforcement learning algorithms

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

torch7