2nd place submission to the AutoML competition - phase 1
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automl_lib Code dump Feb 23, 2015
LICENSE
README.md Typo Mar 2, 2015
automl.py
freezethaw.py
libscores.py Code dump Feb 23, 2015
postprocessing.py Code dump Feb 23, 2015
run.py
run_orig.py
sandpit.py Code dump Feb 23, 2015
score.py Code dump Feb 23, 2015
util.py

README.md

automl-phase-1

2nd place submission to the AutoML competition - phase 1

A reduced implementation of freeze thaw Bayesian optimization

Swersky, K., Snoek, J. & Adams, R. P. Freeze-Thaw Bayesian Optimization. arXiv preprint 1406.3896 (2014). at http://arxiv.org/abs/1406.3896

using random forest and gradient boosting machines as the base estimators.

Code was written in a hurry.