Search Packages

gplearn

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

geneticengine

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

xcsf

XCSF learning classifier system: rule-based evolutionary machine learning

radiate

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

thegolem

Graph Optimiser for Learning and Evolution of Models

evodag

Evolving Directed Acyclic Graph

pyoperon

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

fedot

Automated modeling and machine learning framework FEDOT

aeonlang

Programming Language designed for Program Synthesis with SMT-validation.

symbolicdsge

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

simplegp

Simple Genetic Programming for Symbolic Regression in Python3

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.

pyglyph

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

thefittest

Implementation of data mining methods that use evolutionary algorithms

genetic-tree

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

geneal

A genetic algorithm implementation in python

monkeys

A strongly-typed genetic programming framework

genepro

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

eckity

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

chem-ant

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

pyshgp

Push Genetic Programming in Python.

chess-ant

Chess simulation with use of evolutional algorithms

cartesian

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

alogos

Grammar-guided genetic programming (G3P): Search for optimal strings in any context-free language.