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51 search results found

Gplearn ⭐ 1,441

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

Geneticalgorithmswithpython ⭐ 1,028

source code from the book Genetic Algorithms with Python by Clinton Sheppard

Automated modeling and machine learning framework FEDOT

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

Gpflappybird ⭐ 110

Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

Evolutionaryforest ⭐ 108

An open source python library for automated feature engineering based on Genetic Programming

C++ Large Scale Genetic Programming

Implementation of a differentiable CGP (Cartesian Genetic Programming)

A strongly-typed genetic programming framework for Python

EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.

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

Tiny Genetic Programming in Python

Algorithmic Trading ⭐ 66

Algorithmic Trading program, that uses Genetic Programming and Genetic Algorithms to predict stock prices.

Push Genetic Programming in Python.

Geneticalgorithmforfeatureselection ⭐ 60

Search the best feature subset for you classification mode

A genetic algorithm implementation in python

Graph Optimiser for Learning and Evolution of Models

Evolution 9 ⭐ 45

Music composing using genetic programming and neural networks

Synthetic ⭐ 37

Symbolic Generators for Complex Networks

Generative_design ⭐ 29

Generative Design in the development of steel structured design

Applied Machine Learning Course ⭐ 28

This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.

Microgp4 ⭐ 27

A multi-purpose extensible self-adaptive evolutionary tool

Evolving Directed Acyclic Graph

Wargames ⭐ 22

Two agents shooting at each other, controlled by a neural network optimized with a genetic algorithm.

Ptreeopt ⭐ 21

Policy tree optimization: Heuristic policy search for control of dynamic systems. Uses genetic programming to develop binary trees relating observed indicator variables to actions, either real-valued or discrete.

Pyoperon ⭐ 21

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

Cartesian genetic programming (CGP) in pure Python.

Simplegp ⭐ 19

Simple Genetic Programming for Symbolic Regression in Python3

Multi-objective Genetic Programming by NSGA-II in Python

Analysis Of Cgps Mechanisms ⭐ 15

Implementation, configuration files, and parsing scripts for the Analysis of Cartesian Genetic Programming’s Evolutionary Mechanisms publication.

Cgp Cnn Design ⭐ 15

Using Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture

Genetic_programming ⭐ 15

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

A python implementation of Tangled Program Graphs. A Reinforcement Learning Algorithm.

Opinionmining ⭐ 12

Opinion Mining/Sentiment Analysis Classifier using Genetic Programming

Genetic Programming With Rademacher Complexity ⭐ 11

Code for the GP-RC algorithm presented in "Genetic Programming with Rademacher Complexity for Symbolic Regression" (IEEE CEC2019). Paper Link: https://ieeexplore.ieee.org/document/8790341

Genetictree ⭐ 10

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

Awesome Evolutionary Programming ⭐ 9

Curated list of resources for genetic and evolutionary programming

Behavior_tree_learning ⭐ 8

Learning Behavior Trees using Genetic Programming

Periodicity Research ⭐ 7

The research of accuracy of searching cycles methods in symbolic sequences (time series) with presence of random noises.

Python M3gp ⭐ 7

An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm

Tiny Genetic Algorithm in Python

Reducingwastedevaluationscgp ⭐ 7

Reducing Wasted Evaluations in Cartesian Genetic Programming

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming - full Keras support coming!

Thefittest ⭐ 6

Implementation of data mining methods that use evolutionary algorithms

Padding Machines For Tor ⭐ 6

Project repository for creating padding machines for Tor to defend against website fingerprinting

Dehazing Gp ⭐ 6

Restoration of images degraded by haze using genetic programming

Genetic programming for Symbolic Regression in Python

Geneticml ⭐ 5

Automatically refine Python code to meet specified objectives.

Simple Simultaneous Ensemble Learning in Genetic Programming

A lightweight and low level framework to Cartesian Genetic Programming (CGP) in Python(3). Georgia Tech students working on using ezCGP to evolve neural network designs.

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