tunepy2 0.0.3

A package containing a set of bitstring optimizers.

tunepy2

Provides a variety of extensible and easy to use bitstring optimizers as well as several machine learning convenience utilities for model optimization.

Dependencies

• python >= 3.7
• numpy >= 1.19.2
• scikit-learn >= 0.23.2

Installation

pip install tunepy2

Basic Usage

All bitstring optimizers extend the Abstract Base Class (ABC) AbstractOptimizer. The most basic versions of all optimizers are accessed through static build methods.

Importing tunepy2

import tunepy2 as tp

Basic Prebuilt Optimizers

• Random Restart Hill Climber (tp.new_random_restart_hill_climber)
• Simulated Annealer (tp.new_simulated_annealer)
• Basic Hill Climber (tp.new_hill_climber)
• Genetic Algorithm (tp.new_genetic_optimizer)

Fitness functions are assumed have an array-like passed in as the first argument and return a fitness value.