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Swarm Intelligence Python Packages

Python packages with the GitHub topic swarm-intelligence. Sorted by relevance, with stars and monthly downloads.
ljvmiranda921
pyswarms

A research toolkit for particle swarm optimization in Python

89K 1K 340
NiaOrg
niapy

Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org

41K 277 84
thieu1995
mealpy

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

18K 1K 257
Rvey
swarmforge

Python SDK for authoring, building, running, and evaluating multi-agent systems.

8K 0 0
dataeducator
fairswarm

FairSwarm: Provably fair particle swarm optimization for federated learning coalition selection. This library is for academic research with commercialization available by contacting Tenicka Norwood

2K 0 0
firefly-cpp
niaarm

A minimalistic framework for Numerical Association Rule Mining

1K 22 9
janaraj
volnix

A living world where agents exist as participants alongside NPCs, internal actors, real service APIs, budgets, policies, and consequences.

1K 7 2
7ossam81
evolopy

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

1K 501 241
oasis-main
dot-swarm

dot_swarm — markdown-native agent orchestration for multi-repo organizations

894 4 0
kyegomez
swarms-torch

Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊

863 144 16
spyderweb47
vibe-trade

AI-powered trading agent platform — skill-based architecture with planner, pattern detection, strategy backtesting, and multi-agent simulation debates.

812 7 1
sym-bot
mesh-cognition

Python coupling kernel for Mesh Cognition — per-field admission and state blending for CfC neural networks. Canonical home: meshcognition.org

657 0 0
dynoptimization
pydmoo

Dynamic Multi-Objective Optimization in Python (pydmoo).

575 4 0
Halibo01
agent-sdk-core

Streaming-First, User-Friendly, and modular AI Agent Framework built for python

530 1 0
firefly-cpp
fireflyalgorithm

Implementation of Firefly Algorithm in Python

461 62 29
Pattio
deepswarm

Neural Architecture Search Powered by Swarm Intelligence

403 329 39
firefly-cpp
niaarmts

Time series numerical association rule mining variants

396 1 1
mrsonandrade
pyswarming

A research toolkit for Swarm Robotics

261 28 6
thieu1995
evorbf

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

248 9 0
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.

238 4 1
EthanSchmitt7
turbanet

A package designed for fast training and inference for large numbers of small neural networks simultaneously.

218 2 1
arartawil
heurilab

HeuriLab — A Python library with 100metaheuristic optimization algorithms across 5 categories (swarm, evolutionary, physics, human, bio) for benchmarking and engineering problems.

206 0 0
arartawil
pyrade

PyRADE is a production-ready optimization library implementing Differential Evolution (DE), a powerful evolutionary algorithm for global optimization. Unlike traditional implementations that sacrifice code quality for performance, PyRADE proves you can have both through intelligent design.

205 1 2
itsarbit
dissent

Swarm intelligence for code review - diverse expert agents that debate your diffs

181 0 0
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