Research paper

DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning

Research from Open JournalsPublished by Journal of Open Source Software19 May 2025PDF

See how DeepHyper distributes hyperparameter searches across parallel computing resources for machine learning experiments.

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Romain Egele, Prasanna Balaprakash, Gavin M. Wiggins, Brett Eiffert. DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning. Journal of Open Source Software. 10.21105/joss.07975. CC BY 4.0. Original PDF, unmodified.

CC BY 4.0