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The Top 23 Python Genetic Algorithm Open Source Projects

Open source projects categorized as Python Genetic Algorithm
Categories > Machine Learning > Genetic Algorithm
Ml From Scratch ⭐ 21,618
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
total releases 4most recent commit 5 months ago
Scikit Opt ⭐ 3,820
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
dependent packages 3total releases 23most recent commit a month agopypi scikit-opt} Downloads
Eiten ⭐ 1,557
Statistical and Algorithmic Investing Strategies for Everyone
most recent commit 3 years ago
Pymoo ⭐ 1,475
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 21total releases 16most recent commit 2 days agopypi pymoo} Downloads
Poker ⭐ 1,440
Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:
most recent commit 8 hours ago
Geneticalgorithmpython ⭐ 1,255
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
dependent packages 6total releases 46most recent commit 2 days agopypi pygad} Downloads
Evolutionary Algorithm ⭐ 1,092
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
most recent commit 2 months ago
Pysr ⭐ 1,039
High-Performance Symbolic Regression in Python
total releases 130most recent commit 5 days ago
Devol ⭐ 910
Genetic neural architecture search with Keras
most recent commit 3 years ago
Pagmo2 ⭐ 713
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 a month ago
Gaft ⭐ 676
A Genetic Algorithm Framework in Python
total releases 27most recent commit 4 years ago
Gaps ⭐ 554
A Genetic Algorithm-Based Solver for Jigsaw Puzzles 🌀
most recent commit 9 months ago
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 4 years ago
Neural Network Genetic Algorithm ⭐ 516
Evolving a neural network with a genetic algorithm.
most recent commit 5 years ago
Dissecting Reinforcement Learning ⭐ 487
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
most recent commit 3 years ago
Numpycnn ⭐ 451
Building Convolutional Neural Networks From Scratch using NumPy
total releases 3most recent commit 2 years ago
Py Ga Vrptw ⭐ 372
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
most recent commit 3 months ago
Mealpy ⭐ 342
A collection of the state-of-the-art MEta-heuristic ALgorithms in PYthon (mealpy)
total releases 44most recent commit 5 days ago
Featureselectionga ⭐ 274
Feature Selection using Genetic Algorithm (DEAP Framework)
total releases 3most recent commit a month ago
Japonicus ⭐ 264
Genetic Algorithm for Gekko Trading Bot.
most recent commit 3 years ago
Circle Evolution ⭐ 256
Evolutionary Art Using Circles in Python
total releases 1most recent commit 2 years ago
Genetic Cnn ⭐ 197
CNN architecture exploration using Genetic Algorithm
most recent commit a year ago
Bluepyopt ⭐ 183
Blue Brain Python Optimisation Library
dependent packages 4total releases 371most recent commit 13 days agopypi bluepyopt} Downloads
The 6 Most Depended On Python Genetic Algorithm Open Source Projects
Pymoo ⭐ 1,475
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 21total releases 16latest release April 05, 2022most recent commit 2 days agopypi pymoo} Downloads
Bluepyopt ⭐ 183
Blue Brain Python Optimisation Library
dependent packages 4total releases 371latest release January 25, 2023most recent commit 13 days agopypi bluepyopt} Downloads
The 10 Latest Releases In Python Genetic Algorithm Open Source Projects
Bluepyopt ⭐ 183
Blue Brain Python Optimisation Library
dependent packages 4total releases 371latest release January 25, 2023most recent commit 13 days agopypi bluepyopt} Downloads
Mealpy ⭐ 342
A collection of the state-of-the-art MEta-heuristic ALgorithms in PYthon (mealpy)
total releases 44latest release June 22, 2022most recent commit 5 days ago
Pysr ⭐ 1,039
High-Performance Symbolic Regression in Python
total releases 130latest release June 22, 2022most recent commit 5 days ago
Modest Py ⭐ 42
FMI-compliant Model Estimation in Python
total releases 11latest release June 12, 2022most recent commit 9 months ago
Gadma ⭐ 31
Genetic Algorithm for Demographic Model Analysis
total releases 20latest release June 09, 2022most recent commit 5 days ago
Pymoo ⭐ 1,475
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 21total releases 16latest release April 05, 2022most recent commit 2 days agopypi pymoo} Downloads
Geneal ⭐ 49
A genetic algorithm implementation in python
total releases 9latest release March 08, 2022most recent commit 6 months ago
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