jclevesque

bagged-budget-svms

Ensembles of Budgeted Kernel Support Vector Machines

bayes_ens_opt

Bayesian optimization of hyperparameters applied to ensemble generation

gym-doom

Gym - Doom environments based on VizDoom.

kaggle_higgs

nupic

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

task_buffet

Simple distributed task manager with file locking mechanisms. All nodes are worker nodes and just pick available tasks from the buffet.

cuda-convnet

Copy of the cuda-convnet original code repository adapted to remove outdated dependencies. Also added a runnet.py module aiming at exploiting trained models, the only real feature added is the saving of predictions (class probabilities) to files.

gp_families

GP families for CASH problems

HPOlibConfigSpace

Lasagne

Lightweight library to build and train neural networks in Theano

modal

Musical Onset Database And Library (Modal) - Python3

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

SteamEP

Repository for SteamEP http://steamep.com