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JingweiToo / Wrapper-Feature-Selection-Toolbox-Python

Star 249

This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.

wrapper machine-learning data-mining genetic-algorithm feature-selection classification differential-evolution cuckoo-search particle-swarm-optimization firefly-algorithm harris-hawks-optimization bat-algorithm grey-wolf-optimizer flower-pollination-algorithm whale-optimization-algorithm salp-swarm-algorithm sine-cosine-algorithm
  • Updated Aug 16, 2023
  • Python

JingweiToo / Wrapper-Feature-Selection-Toolbox

Star 168

This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to implement.

machine-learning data-mining genetic-algorithm feature-selection ant-colony-optimization differential-evolution cuckoo-search particle-swarm-optimization firefly-algorithm metaheuristics salp-swarm-optimization harris-hawks-optimization bat-algorithm ant-lion-optimizer grey-wolf-optimizer moth-flame-optimization flower-pollination-algorithm whale-optimization-algorithm multi-verse-optimizer
  • Updated Mar 4, 2021
  • MATLAB

thieu1995 / IntelELM

Star 12

IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine

machine-learning elm genetic-algorithm scikit-learn neural-networks regression-models evolutionary-computation particle-swarm-optimization extreme-learning-machine swarm-intelligence-algorithms nature-inspired-algorithms classification-models metaheuristic-algorithms whale-optimization-algorithm metaheuristic-based-extreme-learning-machine mha-elm
  • Updated Oct 9, 2024
  • Jupyter Notebook

thieu1995 / MetaPerceptron

Star 8

MetaPerceptron: Unleashing the Power of Metaheuristic-optimized Multi-Layer Perceptron - A Python Library

neural-network genetic-algorithm mlp regression-models multi-layer-perceptron particle-swarm-optimization metaheuristics global-search adam-optimizer sgd-optimizer classification-models metaheuristic-algorithms whale-optimization-algorithm nature-inspired-optimization adagrad-approach metaheuristic-based-multi-layer-perceptron gradient-free-based-multi-layer-perceptron adelta-optimizer
  • Updated Nov 4, 2024
  • Python

thieu1995 / reflame

Star 7

reflame: Revolutionizing Functional Link Neural Network by Metaheuristic Optimization

machine-learning neural-network genetic-algorithm scikit-learn regression classification higher-order-functions evolutionary-algorithms optimization-algorithms particle-swarm-optimization shade pytorch-model nature-inspired-algorithms feed-forward-neural-networks flnn functional-link-neural-network metaheuristic-algorithms whale-optimization-algorithm higher-order-neural-network functional-link-artificial-neural-network
  • Updated Nov 26, 2023
  • Python

thieu1995 / EvoRBF

Star 7

EvoRBF: Evolving Radial Basis Function Network by Intelligent Nature-inspired Algorithms

machine-learning neural-network genetic-algorithm regression classification evolutionary-algorithms local-search particle-swarm-optimization radial-basis-function swarm-intelligence global-search nature-inspired-algorithms metaheuristic-algorithms gradient-free-optimization whale-optimization-algorithm radial-basis-function-network mealpy gradient-free-rbf
  • Updated May 11, 2024
  • Python

thieu1995 / GrafoRVFL

Star 5

GrafoRVFL: A Gradient-Free Optimization Framework for Boosting Random Vector Functional Link Network

machine-learning neural-network genetic-algorithm artificial-intelligence optimization-algorithms particle-swarm-optimization metaheuristics global-search evolutionary-computing nature-inspired-algorithms whale-optimization-algorithm mealpy random-vector-functional-link-neural-network metaheuristic-algorithm swarm-based-intelligence gradient-free-based-rvfl rvfl-networks
  • Updated Apr 19, 2024
  • Python

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