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sheldon_code

smartdispatch

An easy to use job launcher for supercomputers with PBS compatible job manager.

smoothing

Provable adversarial robustness at ImageNet scale

speechsynthesis

Speech Synthesis (IFT6266 Project)

tabularl

tensorflow

Open source software library for numerical computation using data flow graphs.

tensorpack

Neural Network Toolbox on TensorFlow

theano

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

theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

theano_spens

SPENs in Theano / Keras

universe-starter-agent

A starter agent that can solve a number of universe environments.

vat

Code for reproducing the results on the MNIST dataset in the paper "Distributional Smoothing with Virtual Adversarial Training"

world.py

Python wrapper for the World vocoder

zae

zero-bias autoencoders

zoneout

Code for experiments with our RNN regularizer, which stochastically forces units to maintain previous values.