Sklearn Nature Inspired Algorithms

Nature-inspired algorithms for hyper-parameter tuning of scikit-learn models. This library uses algorithm implementations from NiaPy.

Getting started

The following pages will help you get started with the nature-inspired algorithms library.

Basic Usage | NatureInspiredSearchCV | Visualization of Optimization Results | List of Supported Algorithms

Advanced

If you are already familiar with this library, these pages cover more advanced topics, such as using a custom NiaPy algorithm.

Using a Custom NiaPy Algorithm