Xavier Bouthillier's repositories
sgd-space-hub
Singularity containers for sgd-space
kleio
Experiment management for machine learning
pypet
The new python parameter exploration toolbox. pypet manages exploration of the parameter space and data storage into HDF5 files for you.
orion-viz
Temporary repo to provide data for development of visualisation for Oríon
smartdispatch
An easy to use job launcher for supercomputers with PBS compatible job manager.
cumulus
Manage a cloud of clusters
sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
wide-residual-networks
3.8% and 18.3% on CIFAR-10 and CIFAR-100
benchmarks
Group of benchmarks used for experiments
fuel
A data pipeline framework for machine learning
mortar
Bonding blocks together
Theano
Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python
textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
blocks
A Theano framework for building and training neural networks
distributed-jobman
Automatic scheduler for Jobman using cron
Spearmint
Spearmint Bayesian optimization codebase
blocks-extras
A collection of extensions to the Blocks framework
almostblank
Theme for octopress
pylearn2
A Machine Learning library based on Theano
autopilot
Projet d'autopilote pour X-plane
club_info
Club informatique du diro
ift6266kaggle
Kaggle competition for ift6266 course
lightlauncher
A lightweight Pylearn2 hyper-parameter search and plotting tool