Ehsan Hosseini-Asl's repositories
Nonnegativity-Constrained-Autoencoder-NCAE
Matlab code for implementing Nonnegativity Constrained Autoencoder (NCAE) for Deep Learning.
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
convnet-benchmarks
Easy benchmarking of all publicly accessible implementations of convnets
dcgan.torch
A torch implementation of http://arxiv.org/abs/1511.06434
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
dotfiles
collection of dotfiles. WIP
fuel
A data pipeline framework for machine learning
papers
work in progress
requests-for-research
A living collection of deep learning problems
spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
Spoon-Knife
This repo is for demonstration purposes only.
summerschool2015
Slides and exercises for the Deep Learning Summer School 2015 programming tutorials
Theano-MPI
MPI Parallel framework for training deep learning models built in Theano
torch-distlearn
A set of distributed learning algorithms for Torch