nature-inspired-algorithms
There are 90 repositories under nature-inspired-algorithms topic.
thieu1995/mealpy
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
NiaOrg/NiaPy
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
shahind/Nature-Inspired-Algorithms
Sample Code Collection of Nature-Inspired Computational Methods
firefly-cpp/NiaAML
Python automated machine learning framework.
jkpir/COA
A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018
salar-shdk/nia
Nature Inspired Optimization Algorithms
timzatko/Sklearn-Nature-Inspired-Algorithms
Nature-inspired algorithms for hyper-parameter tuning of Scikit-Learn models.
chasebk/code_OTWO_ELM
(Code) A new workload prediction model using extreme learning machine and enhanced tug of war optimization
thieu1995/IntelELM
IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine
karakatic/EvoPreprocess
A Python Toolkit for Data Preprocessing with Evolutionary and Nature-Inspired Algorithms.
Xavier-MaYiMing/The-ripple-spreading-algorithm-for-the-shortest-path-problem
The ripple-spreading algorithm for the shortest path problem.
NiaOrg/NiaPy-examples
The repository containing more advanced examples of usage of NiaPy micro-framework.
Shahul-Rahman/SPGD-Search-Party-Gradient-Descent-algorithm
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
thieu1995/MHA-TSP
Meta-Heuristic Algorithm for Travelling Salesman Problem
thieu1995/reflame
reflame: Revolutionizing Functional Link Neural Network by Metaheuristic Optimization
thieu1995/EvoRBF
EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks
GGNoWayBack/cathodedataextractor
A document-level information extraction pipeline for layered cathode materials for sodium-ion batteries.
guillaume-giannantonio/bat-algorithm
A simple JavaScript library implementing the Bat Algorithm for optimization problems.
pmacinec/transactions-fraud-detection
Transaction fraud detection using machine learning and nature inspired algorithms.
Saket-Upadhyay/firefly-ids
Firefly inspired IDS for Nature-Inspired Cyber Security
thieu1995/GrafoRVFL
GrafoRVFL: A Gradient-Free Optimization Framework for Boosting Random Vector Functional Link Network
SeyedMuhammadHosseinMousavi/Bio-Inspired-Fossil-Image-Segmentation-for-Paleontology
Bio-Inspired Fossil Image Segmentation for Paleontology
aliasgharheidaricom/The-Moss-Growth-Optimization-MGO-Concepts-and-performance
Moss Growth Optimization (MGO) mimics the natural growth processes of moss to achieve effective optimization through a combination of local and global search strategies
chasebk/code_ISLO_ELM
A study on swarm intelligence optimizing neural networks for workload elasticity prediction
chasebk/code_OCRO_MLNN
Efficient Time-series Forecasting using Neural Network and Opposition-based Coral Reefs Optimization
roshni-b/Flower-Pollination
Flower Pollination Algorithm Optimization Problem
slewie/HypONIC
HypONIC is a hyperparameter optimization library that uses various nature inspired computing algorithms to optimize the hyperparameters of machine learning models. The library provides a simple interface for sklearn and keras models.
Xavier-MaYiMing/MCMOPOP
The ripple-spreading algorithm that determines all Pareto-optimal paths for the multi-category multi-objective path optimization problem.
Xavier-MaYiMing/The-ripple-spreading-algorithm-for-the-one-to-all-multi-objective-shortest-path-problem
The ripple-spreading algorithm that determines all Pareto-optimal paths from one node to all other nodes for the multi-objective shortest path problem.
zcebeci/adana
A Complete Toolbox for Adaptive and Hybrid Genetic Algorithms in R
irezwi/aoin-aco-max-clique
Employing Ant Colony Optimization algorithm to solve maximum clique problem
QC20/SlimeMolds
This project is an interactive visualization that explores the fascinating world of emergent behaviors and self-organizing systems. Inspired by the remarkable abilities of Physarum polycephalum (slime mold), this simulation demonstrates how complex patterns can arise from simple, decentralized decision-making processes.
wangxb96/EODE
Code for: Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner -- [IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB 24)]
Xavier-MaYiMing/The-ripple-spreading-algorithm-for-the-many-to-many-shortest-path-problem
The ripple-spreading algorithm for the many-to-many path optimization problem