GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch). (by ahmedfgad)
NaiveGAflux.jl
Evolve Flux networks from scratch! (by DrChainsaw)
| GeneticAlgorithmPython | NaiveGAflux.jl | |
|---|---|---|
| 17 | 2 | |
| 1,717 | 41 | |
| - | - | |
| 8.6 | 7.3 | |
| 19 days ago | 4 months ago | |
| Python | Julia | |
| BSD 3-clause "New" or "Revised" License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
GeneticAlgorithmPython
Posts with mentions or reviews of GeneticAlgorithmPython.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-09.
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PyGAD 3.0.0 Released! A Python Library for Building the Genetic Algorithm and Training Machine Learning Algorithms (Supports Keras and PyTorch)
Docs: https://pygad.readthedocs.io
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Inheritance Mechanics for Creature Generation
Depending on how complex you want this system, you could look at how live stock breeding is modelled. For example https://github.com/ahmedfgad/GeneticAlgorithmPython
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PyGAD: selection, crossover, mutation
PyGAD is
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[D] Shape Generation Algorithm
My pleasure! I'm assuming you're working in Python, so this repo looks like it could be promising (disclaimer: I haven't used it).
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PyGAD 2.16.1 Released: An open-source Python library for building the genetic algorithm and optimizing machine learning models.
The user can use the tqdm library to show a progress bar. https://github.com/ahmedfgad/GeneticAlgorithmPython/discussions/50
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[D] Scipy(Python) or MATLAB for undergraduate project?
Thanks for mentioning PyGAD. OP Please reach out in case any help is needed to get started with PyGAD: https://pygad.readthedocs.io
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PyGAD 2.14.1 Released! An Open-Source Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algorithms (Keras and PyTorch)
PyGAD is an open-sources Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
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PyGAD (Genetic Algorithm) Plays Flappy Bird
You can find more in the documentation: https://pygad.readthedocs.io
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Data Clustering Using the PyGAD (Genetic Algorithm)
The code examples in this r/Paperspace tutorial are implemented in Python using the PyGAD library.
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PyGAD (Genetic Algorithm) Plays a Complex Level of the CoinTex Game
PyGAD, a Python library for building the genetic algorithm, played CoinTex and was able to pass a complex level with 2 monsters moving randomly and some thrown fires.
NaiveGAflux.jl
Posts with mentions or reviews of NaiveGAflux.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-01-08.
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Neural Architecture Search (NAS) [D]
Fwiw (and shameless plug disclaimer), I made a library for easily toying around with evolution based NAS. It uses mixed integer programming to align the neurons (e.g. when resizing a layer) which it gives much higher degrees of freedom over what architectures one can allow in the search space over anything else I have seen: https://github.com/DrChainsaw/NaiveGAflux.jl
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[P] NAS repos
Maybe not exactly what you are looking for, but: https://github.com/DrChainsaw/NaiveGAflux.jl
What are some alternatives?
When comparing GeneticAlgorithmPython and NaiveGAflux.jl you can also consider the following projects:
PySR - High-Performance Symbolic Regression in Python and Julia
Flux.jl - Relax! Flux is the ML library that doesn't make you tensor
pyneat - NEAT: NeuroEvolution of Augmenting Topologies
TorchGA - Train PyTorch Models using the Genetic Algorithm with PyGAD
genetic-algorithm-in-python - A genetic algorithm written in Python for educational purposes.
AlphaZero.jl - A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"
model-zoo - Please do not feed the models
FlappyBirdPyGAD - Play the Flappy Bird Game using PyGAD (Genetic Algorithm)
NaiveNASlib.jl - Relentless mutation!!
pycox - Survival analysis with PyTorch
8QueensGenetic - Optimizing the 8 Queens Puzzle using the Genetic Algorithm (PyGAD).
GeneticAlgorithmPython vs PySR
NaiveGAflux.jl vs Flux.jl
GeneticAlgorithmPython vs pyneat
NaiveGAflux.jl vs TorchGA
GeneticAlgorithmPython vs genetic-algorithm-in-python
NaiveGAflux.jl vs AlphaZero.jl
GeneticAlgorithmPython vs deep_learning_and_the_game_of_go
NaiveGAflux.jl vs model-zoo
GeneticAlgorithmPython vs FlappyBirdPyGAD
NaiveGAflux.jl vs NaiveNASlib.jl
GeneticAlgorithmPython vs pycox
GeneticAlgorithmPython vs 8QueensGenetic