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Evolutionary Algorithm Python Packages

Python packages with the GitHub topic evolutionary-algorithm. Sorted by relevance, with stars and monthly downloads.
keurfonluu
stochopy

Python library for stochastic numerical optimization

11K 102 17
pkalivas
radiate

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

7K 244 20
facebookexperimental
robynpy

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.

1K 1K 427
NeuralEnsemble
neurotune

A Python library for optimising neuronal models

764 18 11
godatadriven
evol

a python grammar for evolutionary algorithms and heuristics

648 194 14
pysiakk
genetic-tree

Constructing decision trees with genetic algorithm with a scikit-learn inspired API

547 24 3
PasaOpasen
beehiveoptimization

Implementation of beehive method (particle swarm optimization) for global optimization of multidimentional functions

540 3 2
VicentePerezSoloviev
edaspy

Estimation of Distribution algorithms Python package

536 42 8
bhark
sneat

sNEAT: A simplified implementation of NEAT (Neuro-Evolution of Augmenting Topologies) in Python

460 16 0
PasaOpasen
discretehillclimbing

implementation of Hill Climbing algorithm for discrete tasks

452 1 0
tmetsch
graph-stitcher

This tool is a little framework to determine possiblemerges between two graphs based on a set of requiredadditional relationships (aka as stitches / edges).

369 12 3
cactusWhiskey
tensor-evolution

Evolutionary algorithm for neural network structure

354 3 0
PasaOpasen
simplestsimulatedannealing

Simplest fast implementation of simulated annlealing method

289 3 0
ShuhuaGao
geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

270 223 73
N3PDF
evolutionary-keras

No description available

265 10 6
VieClus
vieclus

Vienna Graph Clustering

260 17 3
jespb
m3gp

Python implementation of M3GP

232 11 2
AmanPriyanshu
genetic-prompt-lab

GeneticPromptLab uses genetic algorithms for automated prompt engineering (for LLMs), enhancing quality and diversity through iterative selection, crossover, and mutation, while efficiently exploring minimal yet diverse samples from the training set.

177 33 3
nathanrooy
bwo

Black Widow Optimization implemented in pure Python.

152 14 1
DecisionVis
deltamoea

δMOEA is an optimization library that helps people make better decisions using computer models of a problem domain.

135 3 0
2catycm
cosmic-selection

天择,基于PyTorch的新一代高性能演化计算框架。CosmicSelection: a new generation of high-performance evolutionary computing framework based on PyTorch.

135 0 0
shobrook
promptimal

Optimize your prompts in the terminal

98 300 15
facebookexperimental
meta-robyn-py

Python port of the Meta Robyn Marketing Mix Modeling (MMM) package

86 1K 427
100
solidpy

🎯 A comprehensive gradient-free optimization framework written in Python

47 585 60
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