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James Bergstra

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Hyperopt: A Python library for optimizing the hyperparameters of machine learning algorithms
PyCon CA 2013
James Bergstra
Recorded: Aug. 10, 2013Language: English

Hyperopt provides parallel infrastructure and Bayesian optimization algorithms that can tune the hyperparameters of machine learning systems (including pre-processing steps) as well as domain experts. This talk introduces hyperopt architecture and usage.