Sklearn Nature Inspired Algorithms

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

Getting started

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

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

Advanced

If you are already familiar with this library, these pages cover more advanced topics of its usage (eg. using a custom NiaPy algorithm).

Using a Custom NiaPy Algorithm