Work

Easy Hyperparameter Search Using Optunity

Year: 2014
Type: preprint
Abstract: Optunity is a free software package dedicated to hyperparameter optimization. It contains various types of solvers, ranging from undirected methods to direct search, particle swarm and evolutionary optimization. The design focuses on ease of use, flexibility, code clarity and interoperability with existing software in all machine learning environments. Optunity is written in Python and contains interfaces to environments such as R and MATLAB. Optunity uses a BSD license and is freely available online at http://www.optunity.net.
Institutions: iMinds, KU Leuven
Language: English
Open Access status: green
OpenAlex ID: W24956509
Cites: 19
Cited by: 101
Related to: 10