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ahmedfgad
pygad

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

81K 2K 500
thieu1995
mealpy

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

19K 1K 255
StevenBtw
solvor

Optimization solvers in pure Python: LP, MILP, SAT, constraint programming, graph and metaheuristics. No dependencies. Solvor all your optimization needs.

18K 28 0
rmsolgi
geneticalgorithm

Genetic Algorithm Package for Python

16K 272 78
openbraininstitute
bluepyopt

Blue Brain Python Optimisation Library

15K 8 0
thomasWeise
moptipy

A package for metaheuristic optimization in Python.

7K 30 3
pkalivas
radiate

A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques

6K 244 20
Chipdelmal
mgsurve

Python package to optimize mosquito traps' positioning in field trials.

5K 1 1
PasaOpasen
geneticalgorithm2

Supported highly optimized and flexible genetic algorithm package for python3.8+

4K 6 0
CameleoGrey
greyjack

GreyJack Solver is a constraint metaheuristic solver for Python, built on the robust foundations of Rust and Polars. It empowers you to tackle a wide array of constraint optimization problems, including continuous, integer, and mixed-integer challenges with ease and efficiency.

3K 2 1
valeriolobrano
pvfit5

Estimation of the five parameters of the PV single-diode model from datasheet data at STC

2K 0 0
NeuZhou
finclaw-ai

AI-native quantitative finance engine with genetic algorithm strategy evolution

2K 9 0
PytLab
gaft

A Genetic Algorithm Framework in Python (not for production level)

2K 747 215
ale94mleon
moldrug

moldrug (AKA mouse) is a Python package for drug-oriented optimization on the chemical space ​

975 39 7
guofei9987
sko

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

939 7K 1K
HugoFara
leggedsnake

Leg mechanisms optimization using Python and genetic algorithms.

857 2 0
ML-flash
m-e-ga2

MEGA is a novel general purpose Genetic Algorithm frame work. That brings new Ideas and Features into the ML sphere such as transfer learning ,life long learning, and potentially open evolution. At the moment the code is still under development and investigation but I look forward to eventually validating the above claims.

828 37 4
regaan
basilisk-ai

Basilisk — Open-source AI red teaming framework with genetic prompt evolution. Automated LLM security testing for GPT-4, Claude, Grok, Gemini. OWASP LLM Top 10 coverage. 32 attack modules.

742 17 0
krzysztofarendt
modestga

Optimized and benchmarked parallel Genetic Algorithm with inequality constraints, and a scipy-like interface

704 8 1
Javernaver
tsp-framework

Framework de algoritmos para resolver el Problema del Vendedor Viajero

700 2 0
thieu1995
mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

656 95 26
GardenGroupUO
organisms

The Otago Research Genetic Algorithm for Nanoclusters, Including Structural Methods and Similarity (Organisms) program is a genetic algorithm designed to globally optimise nanoclusters (also known as clusters or nanoparticles)

629 8 5
ameya98
fmga

Genetic algorithm packages for optimization in Python.

600 80 12
sherstpasha
thefittest

Implementation of data mining methods that use evolutionary algorithms

599 67 0
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