Hyperparameter tuning in Python using Optunity
Marc Claesen, Jaak Simm, Dusan Dj. Popovic, Bart De Moor · 2014
We present Optunity, a Python library which bundles various strategies to solve hyperparameter tuning problems. The library provides general purpose algorithms, ranging from undirected search methods to adaptive methods based on refinement strategies, heuristics and evolutionary computing. Optunity aspires to become a Swiss army knife to solve tuning problems of any nature. Its design focuses on code clarity, flexibility and ease of use.