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The Top 23 Genetic Algorithm Evolutionary Algorithm Open Source Projects

Open source projects categorized as Genetic Algorithm Evolutionary Algorithm
Categories > Machine Learning > Evolutionary Algorithm
Categories > Machine Learning > Genetic Algorithm
Triangula ⭐ 3,832
Generate high-quality triangulated and polygonal art from images.
total releases 57most recent commit 3 years ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165most recent commit 3 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 4 months agopypi pygad} Downloads
Evolutionary Algorithm ⭐ 1,152
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
most 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
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24most recent commit 4 months ago
Pagmo2 ⭐ 759
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 4 months ago
Eaopt ⭐ 721
🍀 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 4 years ago
Self Parking Car Evolution ⭐ 636
🧬 Training the car to do self-parking using a genetic algorithm
most recent commit a year ago
Solid ⭐ 518
🎯 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 3 months ago
Evolutionary.jl ⭐ 290
Evolutionary & genetic algorithms for Julia
most recent commit a year ago
Circle Evolution ⭐ 256
Evolutionary Art Using Circles in Python
total releases 1most recent commit 3 years ago
Zoofs ⭐ 213
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
dependent packages 1total releases 26most recent commit 7 months agopypi zoofs} Downloads
Bluepyopt ⭐ 190
Blue Brain Python Optimisation Library
dependent packages 7total releases 394most recent commit 3 months agopypi bluepyopt} Downloads
Watchmaker ⭐ 186
The Watchmaker Framework for Evolutionary Computation
dependent packages 2total releases 3most recent commit 5 years ago
Bio_ik ⭐ 176
MoveIt kinematics_base plugin based on particle optimization & GA
most recent commit 7 months ago
Evolutionary Computation Course ⭐ 154
Jupyter/IPython notebooks about evolutionary computation.
most recent commit 7 years ago
Galgo 2.0 ⭐ 140
Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization
most recent commit 4 years ago
Biteopt ⭐ 118
Derivative-Free Global Optimization Method (C++, Python binding)
most recent commit 3 months ago
Awesome Deep Neuroevolution ⭐ 111
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
most recent commit 4 years ago
Mu8 ⭐ 110
Genetic algorithm for unsupervised machine learning in Go.
total releases 21most recent commit a year ago
The 10 Most Depended On Genetic Algorithm Evolutionary Algorithm Open Source Projects
Bluepyopt ⭐ 190
Blue Brain Python Optimisation Library
dependent packages 7total releases 394latest release October 23, 2023most recent commit 3 months agopypi 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 4 months ago
Opp Op Pop Init ⭐ 6
PyPI package containing opposition learning operators and population initializers for evolutionary algorithms
dependent packages 2total releases 9latest release January 06, 2023most recent commit a year agopypi OppOpPopInit} Downloads
Watchmaker ⭐ 186
The Watchmaker Framework for Evolutionary Computation
dependent packages 2total releases 3latest release April 08, 2011most recent commit 5 years ago
Genemo ⭐ 6
Simple to use genetic algorithm library
dependent packages 2total releases 24latest release August 25, 2020most recent commit 4 years agonpm genemo} Downloads
Radiate ⭐ 91
A genetic programming engine which evolves solutions through asynchronous speciation.
dependent packages 2total releases 26latest release November 02, 2020most recent commit 2 years agocargo radiate} Downloads
Eaopt ⭐ 721
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
dependent packages 1total releases 5latest release November 16, 2020most recent commit 3 years ago
The 10 Latest Releases In Genetic Algorithm Evolutionary Algorithm Open Source Projects
Geneticalgorithm2 ⭐ 20
Supported genetic algorithm package for python
dependent packages 1total releases 73latest release November 29, 2023most recent commit 3 years agopypi geneticalgorithm2} Downloads
Bluepyopt ⭐ 190
Blue Brain Python Optimisation Library
dependent packages 7total releases 394latest release October 23, 2023most recent commit 3 months agopypi 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 4 months ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165latest release August 21, 2023most recent commit 3 months ago
Mu8 ⭐ 110
Genetic algorithm for unsupervised machine learning in Go.
total releases 21latest release May 16, 2023most recent commit a year ago
Mevo ⭐ 9
Evolutionary algorithms, alternative to Reinforcement Learning
total releases 3latest release February 07, 2023most recent commit a year ago
Opp Op Pop Init ⭐ 6
PyPI package containing opposition learning operators and population initializers for evolutionary algorithms
dependent packages 2total releases 9latest release January 06, 2023most recent commit a year agopypi OppOpPopInit} Downloads
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