Projects in Awesome Lists tagged with particle-swarm-optimization

https://github.com/guofei9987/scikit-opt

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

ant-colony-algorithm artificial-intelligence fish-swarms genetic-algorithm heuristic-algorithms immune immune-algorithm optimization particle-swarm-optimization pso simulated-annealing travelling-salesman-problem tsp

Last synced: 30 Sep 2024

https://github.com/liyanghart/hyperparameter-optimization-of-machine-learning-algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

artificial-neural-networks bayesian-optimization deep-learning genetic-algorithm grid-search hpo hyperband hyperparameter-optimization hyperparameter-tuning knn machine-learning machine-learning-algorithms optimization particle-swarm-optimization python-examples python-samples random-forest random-search svm tuning-parameters

Last synced: 30 Sep 2024

https://github.com/ljvmiranda921/pyswarms

A research toolkit for particle swarm optimization in Python

algorithm discrete-optimization global-optimization machine-learning metaheuristics optimization optimization-algorithms optimization-tools particle-swarm-optimization pso swarm-intelligence

Last synced: 02 Oct 2024

https://github.com/LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

artificial-neural-networks bayesian-optimization deep-learning genetic-algorithm grid-search hpo hyperband hyperparameter-optimization hyperparameter-tuning knn machine-learning machine-learning-algorithms optimization particle-swarm-optimization python-examples python-samples random-forest random-search svm tuning-parameters

Last synced: 02 Aug 2024

https://github.com/SimonBlanke/Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

bayesian-optimization blackbox-optimization constrained-optimization evolution-strategies gradient-free-optimization hill-climbing hyperactive hyperparameter-optimization machine-learning meta-heuristic nelder-mead optimization particle-swarm-optimization random-search simulated-annealing tree-of-parzen-estimator

Last synced: 01 Aug 2024

https://github.com/maxhalford/eaopt

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

differential-evolution evolutionary-algorithms evolutionary-computation genetic-algorithm go machine-learning metaheuristics optimization parallel particle-swarm-optimization speciation

Last synced: 03 Oct 2024

https://github.com/MaxHalford/eaopt

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

differential-evolution evolutionary-algorithms evolutionary-computation genetic-algorithm go machine-learning metaheuristics optimization parallel particle-swarm-optimization speciation

Last synced: 30 Jul 2024

https://github.com/kthohr/optim

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

armadillo automatic-differentiation bfgs cpp cpp11 differential-evolution eigen eigen3 evolutionary-algorithms gradient-descent lbfgs newton numerical-optimization-methods openmp openmp-parallelization optim optimization optimization-algorithms particle-swarm-optimization

Last synced: 28 Sep 2024

https://github.com/100/solid

🎯 A comprehensive gradient-free optimization framework written in Python

algorithm artificial-intelligence continuous-optimization discrete-optimization evolutionary-algorithm genetic-algorithm genetic-algorithm-framework harmony-search hill-climbing library machine-learning machine-learning-algorithms metaheuristics optimization optimization-algorithms particle-swarm-optimization python simulated-annealing stochastic-optimizers tabu-search

Last synced: 02 Oct 2024

https://github.com/100/Solid

🎯 A comprehensive gradient-free optimization framework written in Python

algorithm artificial-intelligence continuous-optimization discrete-optimization evolutionary-algorithm genetic-algorithm genetic-algorithm-framework harmony-search hill-climbing library machine-learning machine-learning-algorithms metaheuristics optimization optimization-algorithms particle-swarm-optimization python simulated-annealing stochastic-optimizers tabu-search

Last synced: 07 Aug 2024

https://github.com/jaswinder9051998/zoofs

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.

evolutionary-algorithms feature-selection genetic-algorithm grey-wolf grey-wolf-optimizer machine-learning machine-learning-algorithms machinelearning optimization optimization-algorithms optimization-methods optimization-tools particle-swarm particle-swarm-optimization python subset-selection supervised-learning