Metadata-Version: 2.1
Name: geneticpy
Version: 0.1.1
Summary: GeneticPy is an optimizer that uses a genetic algorithm to quickly search through custom parameter spaces for optimal solutions.
Home-page: https://github.com/geneticpy/geneticpy
Author: Brandon Schabell
Author-email: brandonschabell@gmail.com
License: MIT
Download-URL: https://github.com/geneticpy/geneticpy/archive/v0.1.1.tar.gz
Description: # GeneticPy
        
        [![Build Status](https://travis-ci.com/geneticpy/geneticpy.svg?branch=master)](https://travis-ci.com/geneticpy/geneticpy)
        [![PyPI version](https://badge.fury.io/py/geneticpy.svg)](https://badge.fury.io/py/geneticpy)
        [![codecov](https://codecov.io/gh/geneticpy/geneticpy/branch/master/graph/badge.svg)](https://codecov.io/gh/geneticpy/geneticpy)
        
        GeneticPy is an optimizer that uses a genetic algorithm to quickly search through custom parameter spaces for optimal solutions.
        
        ### Installation
        
        GeneticPy requires Python 3.4+
        
        ```sh
        pip install geneticpy
        ```
        
        ### Example Usage:
        
        A brief example to get you started is included below:
        
        ```python
        def loss_function(params):
          if params['type'] == 'add':
            return params['x'] + params['y']
          elif params['type'] == 'multiply':
            return params['x'] * params['y']
        
        param_space = {'type': geneticpy.ChoiceDistribution(choice_list=['add', 'multiply']),
                       'x': geneticpy.UniformDistribution(low=5, high=10, q=1),
                       'y': geneticpy.GaussianDistribution(mean=0, standard_deviation=1)}
        
        best_params, loss = geneticpy.optimize(loss_function, param_space, size=200, generation_count=500, verbose=False)
        ```
        
        ### PyPi Project
        https://pypi.org/project/geneticpy/
        
        ### Contact
        
        Please feel free to email me at brandonschabell@gmail.com with any questions or feedback.
        
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Utilities
Requires-Python: ~=3.4
Description-Content-Type: text/markdown
