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The Top 23 Swarm Intelligence Open Source Projects

Open source projects categorized as Swarm Intelligence
Categories > Swarm Intelligence
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20most recent commit 8 months agopypi pyswarms} Downloads
Openhufu ⭐ 699
OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
most recent commit 6 months ago
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59most recent commit 5 months agopypi mealpy} Downloads
Evolopy ⭐ 331
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
most recent commit a year ago
Niapy ⭐ 245
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
dependent packages 8total releases 27most recent commit 5 months agopypi niapy} Downloads
Deepswarm ⭐ 245
Neural Architecture Search Powered by Swarm Intelligence 🐜
total releases 10most recent commit 5 years ago
Lightdock ⭐ 234
Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
most recent commit 5 months ago
Distributedevolutionarycomputation ⭐ 84
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.
most recent commit 5 months ago
Swarms Pytorch ⭐ 67
Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊
most recent commit 5 months ago
Fireflyalgorithm ⭐ 53
Implementation of Firefly Algorithm in Python
total releases 9most recent commit 6 months ago
Formicarium ⭐ 39
Ant colony simulator
most recent commit 2 years ago
Ec A Modern Perspective ⭐ 33
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now.
most recent commit 5 months ago
Swarmopt ⭐ 32
Swarm intelligence optimizer
total releases 1most recent commit 3 years ago
Alife ⭐ 30
A project to share on artificial life(Alife in short). It is essentially cellular automata but you could find also L-systems, swarm intelligence, physic simulations, etc.
most recent commit a year ago
Smartmbot ⭐ 29
The goal of this repository is to introduce a new, customizable, scalable, and fully opensource mobile robot platform, called SMARTmBOT. This repository provides a guide, and all design files and source codes so that you can build your own SMARTmBOT. SMARTmBOT can be useful for studying the basics of robotics, especially mobile robotics. It can also be used to study advanced topics such as swarm robotics.
most recent commit 2 years ago
Harris Hawks Optimization Algorithm And Applications ⭐ 25
Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/ In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).
most recent commit 2 years ago
Lightdock Python2.7 ⭐ 20
Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
most recent commit 4 years ago
Fordyca ⭐ 18
Recursive task allocation approach to foraging in swarm robotics. ARGoS and ROS.
most recent commit 2 years ago
Simple Implementation Of Ml Algorithms ⭐ 17
My simplest implementations of common ML algorithms
most recent commit a year ago
Pso ⭐ 16
This repository include implementation of particle swarm optimization (pso) algorithm in C++
most recent commit 5 years ago
Pynboids ⭐ 16
This is a Boids Simulation, written in Python with Pygame.
most recent commit 2 years ago
Jbotsim ⭐ 15
JBotSim Core Files
dependent packages 3total releases 4most recent commit 4 years ago
Qbso Fs ⭐ 15
Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
most recent commit 4 years ago
The 5 Most Depended On Swarm Intelligence Open Source Projects
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20latest release January 03, 2021most recent commit 8 months agopypi pyswarms} Downloads
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 5 months agopypi mealpy} Downloads
Niapy ⭐ 245
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
dependent packages 8total releases 27latest release November 20, 2022most recent commit 5 months agopypi niapy} Downloads
Jbotsim ⭐ 15
JBotSim Core Files
dependent packages 3total releases 4latest release February 12, 2020most recent commit 4 years ago
Niaarm ⭐ 12
A minimalistic framework for Numerical Association Rule Mining
dependent packages 1total releases 17latest release November 01, 2023most recent commit 5 months agopypi niaarm} Downloads
The 9 Latest Releases In Swarm Intelligence Open Source Projects
Fireflyalgorithm ⭐ 53
Implementation of Firefly Algorithm in Python
total releases 9latest release November 10, 2023most recent commit 6 months ago
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 5 months agopypi mealpy} Downloads
Niaarm ⭐ 12
A minimalistic framework for Numerical Association Rule Mining
dependent packages 1total releases 17latest release November 01, 2023most recent commit 5 months agopypi niaarm} Downloads
Pyswarming ⭐ 12
A research toolkit for Swarm Robotics.
total releases 7latest release October 25, 2023most recent commit 8 months ago
Niapy ⭐ 245
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
dependent packages 8total releases 27latest release November 20, 2022most recent commit 5 months agopypi niapy} Downloads
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20latest release January 03, 2021most recent commit 8 months agopypi pyswarms} Downloads
Jbotsim ⭐ 15
JBotSim Core Files
dependent packages 3total releases 4latest release February 12, 2020most recent commit 4 years ago
Deepswarm ⭐ 245
Neural Architecture Search Powered by Swarm Intelligence 🐜
total releases 10latest release July 15, 2019most recent commit 5 years ago
Swarmopt ⭐ 32
Swarm intelligence optimizer
total releases 1latest release June 15, 2018most recent commit 3 years ago
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