Repository Index

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

• python
• genetic-algorithm
• optimization
• numpy

An auto-evolution framework that optimizes anything — your 7×24 team of algorithm engineers.

• evolutionary-algorithms
• rsi-ai
• self-improvement
• llm-agent

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

• go
• optimization
• parallel
• machine-learning

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

• optimization
• optimization-algorithms
• optimization-methods
• optimization-problem

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

• python
• scikit-learn
• machine-learning
• artificial-intelligence

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

• machine-learning
• python
• evolutionary-algorithms
• genetic-algorithm

Genetic Algorithm and Particle Swarm Optimization

• genetic-algorithm
• particle-swarm-optimization
• golang
• go

Workbench for practical machine learning in Ruby.

• machine-learning
• machine-learning-algorithms
• neural-network
• neural-networks

Simple Genetic Algorithm for demonstration purposes

• genetic-algorithm
• evolutionary-algorithms
• evolutionary-algorithm
• evolutionary-computation