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The Top 23 Evolutionary Algorithm Open Source Projects

Open source projects categorized as Evolutionary Algorithm

Categories > Machine Learning > Evolutionary Algorithm

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Data Analysis And Machine Learning Projects ⭐ 5,596

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

most recent commit a year ago

Triangula ⭐ 3,832

Generate high-quality triangulated and polygonal art from images.

total releases 57most recent commit 3 years ago

Geatpy ⭐ 1,633

Evolutionary algorithm toolbox and framework with high performance for Python

most recent commit a year ago

High-Performance Symbolic Regression in Python and Julia

total releases 165most recent commit 5 months ago

Geneticalgorithmpython ⭐ 1,564

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

dependent packages 8total releases 57most recent commit 6 months ago

pypi pygad} Downloads

Platemo ⭐ 1,292

Evolutionary multi-objective optimization platform

most recent commit 6 months ago

Evolutionary Algorithm ⭐ 1,152

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

most recent commit 7 months ago

Vizier ⭐ 1,142

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

dependent packages 3total releases 35most recent commit 5 months ago

pypi google-vizier} Downloads

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.

total releases 3most recent commit 5 months ago

Applying_eanns ⭐ 955

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

most recent commit 7 years ago

Evotorch ⭐ 941

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

dependent packages 1total releases 9most recent commit 5 months ago

pypi evotorch} Downloads

Jenetics ⭐ 806

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

dependent packages 6total releases 24most recent commit 6 months ago

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

dependent packages 5total releases 24most recent commit 6 months ago

Sklearn Deap ⭐ 731

Use evolutionary algorithms instead of gridsearch in scikit-learn

total releases 13most recent commit a year ago

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

most recent commit 5 months ago

🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

dependent packages 1total releases 5most recent commit 3 years ago

Invaderz ⭐ 677

Space invaders, but the invaders evolve with genetic algorithm

most recent commit 5 years ago

Self Parking Car Evolution ⭐ 636

🧬 Training the car to do self-parking using a genetic algorithm

most recent commit 2 years ago

Automated modeling and machine learning framework FEDOT

dependent packages 1total releases 19most recent commit 5 months ago

pypi fedot} Downloads

Genetic Js ⭐ 555

Advanced genetic and evolutionary algorithm library written in Javascript

dependent packages 6total releases 2most recent commit 2 years ago

npm genetic-js} Downloads

🎯 A comprehensive gradient-free optimization framework written in Python

most recent commit 5 years ago

Symbolicregression.jl ⭐ 484

Distributed High-Performance Symbolic Regression in Julia

most recent commit 5 months ago

Agilerl ⭐ 457

Streamlining reinforcement learning with RLOps

most recent commit 5 months ago

The 10 Most Depended On Evolutionary Algorithm Open Source Projects

Differential evolution in R

dependent packages 54total releases 30latest release November 11, 2022most recent commit 2 years ago

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

dependent packages 23total releases 25latest release April 10, 2023most recent commit a year ago

pypi pygmo} Downloads

Jmetalsp ⭐ 35

A framework for Big Data Optimization with multi-objective metaheuristics

dependent packages 8total releases 2latest release June 01, 2018most recent commit 4 years ago

Hypernets ⭐ 256

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

dependent packages 8total releases 18latest release May 31, 2022most recent commit 5 months ago

pypi hypernets} Downloads

Geneticalgorithmpython ⭐ 1,564

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

dependent packages 8total releases 57latest release September 08, 2023most recent commit 6 months ago

pypi pygad} Downloads

Bluepyopt ⭐ 190

Blue Brain Python Optimisation Library

dependent packages 7total releases 394latest release October 23, 2023most recent commit 5 months ago

pypi bluepyopt} Downloads

Jenetics ⭐ 806

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

dependent packages 6total releases 24latest release August 30, 2023most recent commit 6 months ago

Genetic Js ⭐ 555

Advanced genetic and evolutionary algorithm library written in Javascript

dependent packages 6total releases 2latest release August 27, 2014most recent commit 2 years ago

npm genetic-js} Downloads

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

dependent packages 5total releases 24latest release August 23, 2022most recent commit 6 months ago

ecr: Evolutionary Computation in R (version 2)

dependent packages 3total releases 4latest release July 10, 2017most recent commit 9 months ago

The 10 Latest Releases In Evolutionary Algorithm Open Source Projects

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

total releases 10latest release November 30, 2023most recent commit 5 months ago

Vizier ⭐ 1,142

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

dependent packages 3total releases 35latest release November 30, 2023most recent commit 5 months ago

pypi google-vizier} Downloads

Geneticalgorithm2 ⭐ 20

Supported genetic algorithm package for python

dependent packages 1total releases 73latest release November 29, 2023most recent commit 3 years ago

pypi geneticalgorithm2} Downloads

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

dependent packages 1total releases 109latest release November 24, 2023most recent commit 5 months ago

pypi moptipy} Downloads

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

total releases 76latest release November 17, 2023most recent commit 5 months ago

Evotorch ⭐ 941

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

dependent packages 1total releases 9latest release November 02, 2023most recent commit 5 months ago

pypi evotorch} Downloads

A minimalistic framework for Numerical Association Rule Mining

dependent packages 1total releases 17latest release November 01, 2023most recent commit 5 months ago

pypi niaarm} Downloads

Genetic Algorithm ⭐ 7

Python class for a genetic algorithm to solve an optimization problem with n control variables

total releases 6latest release October 24, 2023most recent commit 8 months ago

Bluepyopt ⭐ 190

Blue Brain Python Optimisation Library

dependent packages 7total releases 394latest release October 23, 2023most recent commit 5 months ago

pypi bluepyopt} Downloads

Fedot.industrial ⭐ 62

Python framework for automated time series classification, object recognition and anomaly detection

total releases 10latest release October 17, 2023most recent commit 5 months ago

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