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EducationalTestingService / skll

SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
http://skll.readthedocs.org
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Investigate a hyperparameter optimization framework like Optuna #591

Open desilinguist opened 4 years ago

desilinguist commented 4 years ago

Investigate whether using something like optuna is better than plain ol' grid search when it comes to the non-deep-learning algorithms that are in SKLL/scikit-learn.

Lguyogiro commented 4 years ago

Hyperopt might be another option to consider: https://github.com/hyperopt/hyperopt