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ljvmiranda921
pyswarms

A research toolkit for particle swarm optimization in Python

95K 1K 339
NiaOrg
niapy

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

34K 277 83
thieu1995
mealpy

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

19K 1K 255
Rvey
swarmforge

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

9K 0 0
janaraj
volnix

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

3K 7 2
spyderweb47
vibe-trade

AI trading agent with a skill system: drop a SKILL.md file, declare your tools, ship. Built-in planner, pattern detection, strategy backtesting, 9 LLM providers, multi-agent simulation, and a full Next.js web UI bundled into one pipx install.

3K 7 1
oasis-main
dot-swarm

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

2K 4 0
firefly-cpp
niaarm

A minimalistic framework for Numerical Association Rule Mining

1K 22 9
7ossam81
evolopy

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

886 501 241
kyegomez
swarms-torch

swarms-torch - Pytorch

827 139 14
sym-bot
mesh-cognition

Python coupling kernel for Mesh Cognition — per-field admission and state blending for CfC neural networks

648 0 0
vijaygovindaraja
mspo

Multi-Strategy Parrot Optimizer — reference implementation of the metaheuristic introduced in Govindarajan (2025), Digital Health

561 0 0
firefly-cpp
niaarmts

Nature-Inspired Algorithms for Time Series Numerical Association Rule Mining

531 1 1
firefly-cpp
fireflyalgorithm

Implementation of Firefly Algorithm in Python

515 62 29
Halibo01
agent-sdk-core

A lightweight, zero-dependency focused AI Agent Framework for Python.

475 1 0
Pattio
deepswarm

Neural Architecture Search Powered by Swarm Intelligence

400 330 39
vrettasm
starpso

StarPSO implements a variety of PSO algorithms that can be used on problems with different data types.

398 1 0
dynoptimization
pydmoo

Dynamic Multi-Objective Optimization.

342 3 0
mrsonandrade
pyswarming

A research toolkit for Swarm Robotics.

326 28 6
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.

255 4 1
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.

244 1 2
thieu1995
evorbf

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

231 9 0
arartawil
heurilab

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

205 0 0
EthanSchmitt7
turbanet

TurbaNet is a lightweight and user-friendly API wrapper for the JAX library, designed to simplify and accelerate the setup of swarm-based training, evaluation, and simulation of small neural networks.​

156 2 1
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