abcopt.

Open-source Python library · 2026 · actively developed

pip install abcopt

What it does

• Implements Karaboğa’s canonical ABC algorithm step for step. A test runs it against the Erciyes University ABC group’s reference code on the same random-number stream and checks that both evaluate identical points and return identical results.
• ABCSearchCV: a scikit-learn compatible hyperparameter search that works as a drop-in alternative to GridSearchCV and RandomizedSearchCV, with continuous (optionally log-scaled), integer and categorical parameters.
• Depends only on numpy and scikit-learn.

Process

I handled packaging, versioning and releases through GitHub Releases and PyPI.