Repository Index

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

• genetic-algorithm
• pso
• particle-swarm-optimization
• tsp

Distributed Evolutionary Algorithms in Python

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

• optimization
• multi-objective-optimization
• nsga2
• nsga3

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

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

• go
• optimization
• parallel
• machine-learning

Generation of protein sequences and evolutionary alignments via discrete diffusion models

• discrete-diffusion
• generative-model
• multiple-sequence-alignment
• protein-sequences

A Free and Open Source Python Library for Multiobjective Optimization

• optimization
• multiobjective
• evolutionary
• algorithm

🎯 A comprehensive gradient-free optimization framework written in Python

• metaheuristics
• optimization
• optimization-algorithms
• python

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

Workbench for practical machine learning in Ruby.

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