PyPI Stats

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

26K 2K 323
xcsf-dev
xcsf

XCSF learning classifier system: rule-based evolutionary machine learning

7K 36 13
pkalivas
radiate

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

7K 244 20
alcides
geneticengine

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

6K 51 11
aimclub
thegolem

Graph Optimiser for Learning and Evolution of Models

5K 71 11
mgraffg
evodag

Evolving Directed Acyclic Graph

4K 29 7
heal-research
pyoperon

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

3K 75 17
aimclub
fedot

Automated modeling and machine learning framework FEDOT

2K 704 92
GongJr0
symbolicdsge

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

2K 1 0
alcides
aeonlang

Programming Language designed for Program Synthesis with SMT-validation.

2K 32 5
marcovirgolin
simplegp

Simple Genetic Programming for Symbolic Regression in Python3

845 27 14
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.

838 37 4
Ambrosys
pyglyph

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

705 94 16
sherstpasha
thefittest

Implementation of data mining methods that use evolutionary algorithms

610 67 0
diogomatoschaves
geneal

A genetic algorithm implementation in python

565 65 11
pysiakk
genetic-tree

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

547 24 3
hchasestevens
monkeys

A strongly-typed genetic programming framework

506 125 14
erp12
pyshgp

Push Genetic Programming in Python.

488 80 23
marcovirgolin
genepro

A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.

485 35 9
akuroiwa
chem-ant

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

461 6 1
EC-KitY
eckity

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

454 103 20
akuroiwa
chess-ant

Chess simulation with use of evolutional algorithms

386 1 0
ohjeah
cartesian

a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.

361 24 4
amstuta
genepy

Genetic programming library using tree representation for individuals

321 2 1