PyRank

Genetic Programming Python Packages

Python packages with the GitHub topic genetic-programming. Sorted by relevance, with stars and monthly downloads.
trevorstephens
gplearn

Genetic Programming in Python, with a scikit-learn inspired API

32K 2K 322
alcides
geneticengine

Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses

7K 51 11
mgraffg
evodag

Evolving Directed Acyclic Graph

6K 30 7
pkalivas
radiate

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

5K 246 20
xcsf-dev
xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

5K 36 13
aimclub
thegolem

Graph Optimiser for Learning and Evolution of Models

4K 71 11
GongJr0
symbolicdsge

A linear DSGE engine with a fully symbolic and modifiable model backend. Includes symbolic regression-based equation augmentation capabilities.

2K 1 0
aimclub
fedot

Automated modeling and machine learning framework FEDOT

2K 704 92
heal-research
pyoperon

Python bindings and scikit-learn interface for the Operon library for symbolic regression.

2K 77 17
alcides
aeonlang

Programming Language designed for Program Synthesis with SMT-validation.

1K 32 5
ML-flash
m-e-ga2

A Genetic Algorithm framework with Mutable Encoding.

942 37 4
marcovirgolin
simplegp

Simple Genetic Programming for Symbolic Regression in Python3

921 27 14
amstuta
genepy

Genetic programming library using tree representation for individuals

801 2 1
hchasestevens
monkeys

A strongly-typed genetic programming framework for Python

664 125 14
sherstpasha
thefittest

Implementation of data mining methods that use evolutionary algorithms

576 67 0
akuroiwa
chem-ant

Select materials to output molecules similar to the target molecule with MCTS Solver and Genetic Programming.

542 6 1
diogomatoschaves
geneal

Python Genetic Algorithm library

521 65 11
akuroiwa
chess-ant

Simulator to solve chess problems with MCTS Solver and Genetic Programming.

499 1 0
ohjeah
cartesian

Minimal cartesian genetic programming for symbolic regression.

418 24 4
erp12
pyshgp

Push Genetic Programming in Python.

392 80 23
Ambrosys
pyglyph

a python 3 library based on deap providing abstraction layers for symbolic regression problems.

372 95 16
EC-KitY
eckity

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

369 103 20
pysiakk
genetic-tree

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

334 24 3
marcovirgolin
genepro

No description available

283 35 9