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The Top 23 Python Genetic Algorithm Evolutionary Algorithm Open Source Projects

Open source projects categorized as Python Genetic Algorithm Evolutionary Algorithm
Categories > Machine Learning > Evolutionary Algorithm
Categories > Machine Learning > Genetic Algorithm
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 5 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
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
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 5 years 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 4 months agopypi bluepyopt} Downloads
Grokking Artificial Intelligence Algorithms ⭐ 91
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
most recent commit 3 years ago
Ec Kity ⭐ 78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
most recent commit 3 months ago
Torchga ⭐ 78
Train PyTorch Models using the Genetic Algorithm with PyGAD
most recent commit 10 months ago
Tiny_gp ⭐ 73
Tiny Genetic Programming in Python
most recent commit a year ago
Geneticalgorithmforfeatureselection ⭐ 60
Search the best feature subset for you classification mode
most recent commit 6 years ago
Cgp Cnn ⭐ 55
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
most recent commit 6 years ago
Ruck ⭐ 50
🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning
total releases 7most recent commit a year ago
Gari ⭐ 43
GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
total releases 2most recent commit a year ago
Finch ⭐ 31
🐤The next evolution of, well, evolution.
most recent commit 3 months ago
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.
most recent commit 3 months ago
Cgp Cnn Pytorch ⭐ 27
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
most recent commit 4 years ago
Propulate ⭐ 24
Propulate is an asynchronous evolutionary optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.
most recent commit 6 months ago
Neuro Evolution ⭐ 20
A project on improving Neural Networks performance by using Genetic Algorithms.
most recent commit 4 years ago
Geneticalgorithm2 ⭐ 20
Supported genetic algorithm package for python
dependent packages 1total releases 73most recent commit 3 years agopypi geneticalgorithm2} Downloads
Dino Ai ⭐ 15
An AI to teach Google Chrome's dinosaur to jump obstacles.
most recent commit 6 years ago
The 7 Most Depended On Python 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 4 months agopypi bluepyopt} Downloads
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
Geneticalgorithm2 ⭐ 20
Supported genetic algorithm package for python
dependent packages 1total releases 73latest release November 29, 2023most recent commit 3 years agopypi geneticalgorithm2} Downloads
The 10 Latest Releases In Python 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 4 months agopypi bluepyopt} Downloads
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165latest release August 21, 2023most recent commit 3 months 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
Nia ⭐ 14
Nature Inspired Optimization Algorithms
total releases 3latest release December 28, 2022most recent commit a year ago
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