https://github.com/kaushalshetty/FeatureSelectionGA

Feature Selection using Genetic Algorithm (DEAP Framework)

deap feature-selection genetic-algorithm machine-learning python

Last synced: 16 Apr 2025

https://github.com/rodrigo-arenas/sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.

artificial-intelligence automl begginer-friendly contributions-welcome deap evolutionary-algorithms feature-selection featureselection good-first-issue goodfirstissue help-wanted hyperparameter-optimization hyperparameters looking-for-contributors machine-learning model-selection python scikit-learn sklearn up-for-grabs

Last synced: 15 May 2025

https://github.com/aqibsaeed/Genetic-CNN

CNN architecture exploration using Genetic Algorithm

deap deep-learning genetic-algorithm machine-learning tensorflow

Last synced: 29 Mar 2025

https://github.com/aqibsaeed/genetic-cnn

CNN architecture exploration using Genetic Algorithm

deap deep-learning genetic-algorithm machine-learning tensorflow

Last synced: 09 Apr 2025

https://github.com/mbelmadani/moead-py

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

algorithm deap decomposition evolutionary-algorithm moead multiobjective-optimization nsga-ii

Last synced: 07 May 2025

https://github.com/dmtsource/deap_ray

Ray based map function for Deap with examples. Automatically batches iterator to multiple workers for many processors or clusters.

deap python ray

Last synced: 06 May 2025

https://github.com/krypty/trefle

Trefle is a scikit-learn compatible estimator implementing the FuzzyCoCo algorithm that uses a cooperative coevolution algorithm to find and build interpretable fuzzy systems.

data-science deap evolutionary-algorithm fuzzy-logic interpretability machine-learning python scikit-learn

Last synced: 14 Feb 2025

https://github.com/mdmfernandes/smoc

A stochastic circuit optimizer for Cadence Virtuoso, using the NSGA-II genetic algorithm.

ade-xl cadence-virtuoso circuit circuit-simulation deap genetic-algorithm nsga-ii optimization-tools python

Last synced: 27 Nov 2024

https://github.com/disconnect3d/ga_exams_scheduling

Genetic algorithm to solve modular exams scheduling problem written in Python.

deap exam-schedule genetic-algorithm genetic-algorithms python scheduling-algorithms

Last synced: 04 Apr 2025

https://github.com/mbelmadani/motifgp

Motif discovery for DNA sequences using multiobjective optimization and genetic programming.

bioinformatics chip-seq deap dna dna-sequences genetic-programming jaspar motif motif-discovery multiobjective-optimization network-expressions nsga-ii pareto-front python regular-expressions sequences strongly-typed transcription-factor-binding transcription-factors

Last synced: 07 May 2025

https://github.com/freakwill/deap-learning

🧬learn DEAP, python lib for GA (not deep learning)

deap genetic-algorithm

Last synced: 21 Mar 2025

https://github.com/cactuswhiskey/tensor-evolution

Evolutionary algorithm for neural network structure

deap evolutionary-algorithm machine-learning neural-network tensorflow

Last synced: 23 Apr 2025

https://github.com/mbelmadani/moea-automatic-termination

Implementation of the MOEA Entropy based automatic termination algorithm (Saxena et al. 2016)

algorithm deap entropy evolutionary-algorithm moea multi-objective-optimization python termination-detection-algorithm

Last synced: 22 Feb 2025

https://github.com/kelvin229/deap_genetic_programming

Using Genetic programming, an Evolutionary Algorithm, to solve and research the problem of Symbolic regression analysis and Rice Classification.

agricultural-modelling agricultural-technology agriculture-research deap deap-library evolutionary-algorithms genetic-programming machine-learning machine-learning-algorithms packages python rice-classification scientific-reports scientific-research symbolic-regression

Last synced: 22 Feb 2025

https://github.com/andreasnel/geepers

Source code used to evaluate the combination of Genetic Programming and Hyper-Heuristics to the Network Intrusion Detection problem, for the COS700 module at the University of Pretoria.

deap genetic-programming hyper-heuristic nid python3

Last synced: 25 Mar 2025

https://github.com/danuaemx/bin_packing_deap_espanol

Proyecto para solucionar el problema de bin packing, para cajas de distintas dimensiones y contenedores distintos, con restricciones de cantidad y opcionalidad

2d-bin-packing 3d-bin-packing-problem bpp deap espanol first-fit-algorithm genetic-algorithm gui mvc-pattern pyqt5 python

Last synced: 29 Mar 2025

https://github.com/daniilroman/portfolio_optimization

deap genetic-algorithm prophet sp500 yahoo-finance

Last synced: 26 Mar 2025

https://github.com/kelvin229/predator-vs-prey

A Pac-man vs Ghost simulation using Genetic Programming to dynamically evolve their strategy

ant-maze ant-motion data-science deap genetic-programming machine-learning machine-learning-algorithms numpy pacman-game pandas predator-prey predator-prey-simulations python report scikit-learn scikitlearn-machine-learning

Last synced: 22 Feb 2025

https://github.com/evolutionary-algorithms-on-click/evolve_backend_python

Backend source code for evolve on click tool.

deap fast-api genetic-algorithm python

Last synced: 12 Mar 2025

https://github.com/ovidner/openmdao-deap

A proof-of-concept of using DEAP as an optimization driver for OpenMDAO.

deap mdo openmdao optimization

Last synced: 02 Apr 2025

https://github.com/mqtth3w/gp-types-comparison-unipr

Comparison between classical and enanched genetic programming in signals classification (ECG). Project for Machine Learning, developed in 2025.

deap ecg ecg-classification ecg-signal genetic-programming machine-learning python unipr

Last synced: 17 Mar 2025

https://github.com/maxvandenhoven/evolutionary-petri-net-discovery

University project applying genetic algorithms to mine process models

deap evolutionary-algorithms genetic-algorithm hyperparameter-tuning petri-nets process-mining python

Last synced: 19 Feb 2025

https://github.com/naveen88112/vehicle-routing-problem

Vehicle Routing Problem (VRP) Solver This project applies a Genetic Algorithm (GA) to optimize the Vehicle Routing Problem (VRP). This is done for more than one vehicle to ensure delivery routes that save travel distance and increase efficiency.

deap genetic-algorithm matplotlib numpy python vehicle-routing-problem

Last synced: 23 Mar 2025

https://github.com/renatomaynard/tsp-genetic-algorithm

This repository contains a Genetic Algorithm (GA) implementation for solving the Traveling Salesman Problem (TSP).

animation deap evolutionary-algorithm genetic-algorithm heuristic jupyter-notebook local-search-algorithm matplotlib metaheuristic numpy operations-research optimization plotting python traveling-salesman-problem tsp tsplib-format tsplib95 visualization

Last synced: 23 Mar 2025

https://github.com/suleimanelkhoury/ec-scheduler

Three implemented evolutionary strategies using DEAP to optimize energy scheduling tasks.

cmaes deap docker evolutionary-algorithms flask machine-learning microservices nsga-ii pso python redis

Last synced: 15 Mar 2025

https://github.com/yasmin-camargo/ferramentas-de-inteligencia-artificial

Atividades práticas elaborados em Python, no ambiente Google Colab, para a disciplina de ferramentas de inteligencia artificial

cross-validation data-engineering deap decision-tree dimensionality-reduction evaluation-metrics genetic-algorithm kfold knn linear-regression machine-learning mlp-pytorch neural-networks python random-forest recursive-feature-elimination supervised-learning svm-classifier unsupervised-learning

Last synced: 28 Feb 2025