Sklearn Genetic Opt

What it does

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

In their own words: Genetic algorithm hyperparameter search and feature selection for scikit-learn. Tune Random Forest, XGBoost, LightGBM, SVM and any sklearn estimator with GASearchCV — the drop-in GridSearchCV replacement powered by evolutionary algorithms.

It's a automation & agents tool. A free tier lets you try it before paying — useful when you're keeping costs low. Visit the website for the latest features and pricing.