goodfeli/theano_exercises

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goodfeli/theano_exercises

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Exercises for my tutorials on Theano

theano_exercises

Slides for session 1: https://drive.google.com/file/d/0B64011x02sIkdDB5MmdnRnNTbWc/edit?usp=sharing Slides for session 2: https://drive.google.com/file/d/0B64011x02sIkOVpPY1B2WmVYa3c/edit?usp=sharing Slides for session 3: https://drive.google.com/file/d/0B64011x02sIkWW9LLVV6QWtzRTg/edit?usp=sharing

Exercises for my tutorials on Theano

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

dlbook_notation

LaTeX files for the Deep Learning book notation

dlbook_exercises

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

galatea

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

forgetting

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

ccw_tutorial_theano

Common Code Workflow tutorial on Theano

book-figures

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

momentum

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

ContestDataset

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