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nature-inspired-algorithms

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thieu1995 / mealpy

Star 1.1k

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

genetic-algorithm differential-evolution particle-swarm-optimization metaheuristics swarm-intelligence nature-inspired-algorithms supply-chain-optimization whale-optimization harris-hawks-optimization bio-inspired-optimization grey-wolf-optimizer equilibrium-optimizer schedule-optimization production-planning henry-gas-solubility-optimization harris-hawks-optimizationg arithmetic-optimization-algorithm slime-mould-algorithm hunger-games-search location-optimization
  • Updated Sep 3, 2025
  • Python

thieu1995 / IntelELM

Star 20

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 Jun 4, 2025
  • Jupyter Notebook

chasebk / code_OTWO_ELM

Star 15

(Code) A new workload prediction model using extreme learning machine and enhanced tug of war optimization

machine-learning neural-network genetic-algorithm distributed-system particle-swarm-optimization soft-computing extreme-learning-machine internet-traffic-data meta-heuristics time-series-forecasting nature-inspired-algorithms opposition-based-learning evolution-algorithm whale-optimization tug-of-war-optimization swarm-optimization-algorithm
  • Updated Jun 25, 2021
  • Python

Shahul-Rahman / SPGD-Search-Party-Gradient-Descent-algorithm

Star 10

SPGD: Search Party Gradient Descent algorithm, a Simple Gradient-Based Parallel Algorithm for Bound-Constrained Optimization. Link: https://www.mdpi.com/2227-7390/10/5/800

python reinforcement-learning optimization optimization-methods multi-armed-bandits optimization-algorithms metaheuristics blackbox-optimization nature-inspired-algorithms bio-inspired-optimization python-optimization
  • Updated Oct 28, 2023
  • Jupyter Notebook

thieu1995 / reflame

Star 9

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 8

EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks

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 Jun 5, 2025
  • Python

thieu1995 / GrafoRVFL

Star 6

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 Jun 16, 2025
  • Python

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