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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

book-figures

The figures for the Deep Learning textbook (www.deeplearningbook.org)

ccw_tutorial_theano

Common Code Workflow tutorial on Theano

cleverhans

A library for benchmarking vulnerability to adversarial examples

contestdataset

A Pylearn2 Dataset object for accessing the dataset used for the kaggle competition of IFT 6266 H13

dlbook_exercises

Exercises for the Deep Learning textbook at www.deeplearningbook.org

dlbook_notation

LaTeX files for the Deep Learning book notation

forgetting

Repository of code for the experiments for the ICLR submission "An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Networks"

galatea

This was my private research codebase during grad school. After graduation I made it all public

improved-gan

code for the paper "Improved Techniques for Training GANs"

mnist

Neural Network with single hidden layer learning MNIST with less than 1.2% test error.

models

Models built with TensorFlow

momentum

Code for demonstrating the importance of momentum, for a post for Safari Books Online

pylearn2

A Machine Learning library based on Theano

testing

theano

Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python

theano_exercises

Exercises for my tutorials on Theano

theanolinear