TorchGA
Train PyTorch Models using the Genetic Algorithm with PyGAD (by ahmedfgad)
GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch). (by ahmedfgad)
| TorchGA | GeneticAlgorithmPython | |
|---|---|---|
| 3 | 17 | |
| 86 | 1,717 | |
| - | - | |
| 4.3 | 8.6 | |
| 11 months ago | 18 days ago | |
| Python | Python | |
| - | BSD 3-clause "New" or "Revised" 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.
TorchGA
Posts with mentions or reviews of TorchGA.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-03-12.
- PyGAD 2.13.0 Released! A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algorithms (Supports Keras and PyTorch)
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Train PyTorch Models Using Genetic Algorithm with PyGAD
Link of the GitHub project that prepares the PyTorch models for use with PyGAD: https://github.com/ahmedfgad/TorchGA
The source code of the pygad.torchga module is available at the ahmedfgad/TorchGA GitHub project.
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.
What are some alternatives?
When comparing TorchGA and GeneticAlgorithmPython you can also consider the following projects:
koila - Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
PySR - High-Performance Symbolic Regression in Python and Julia
de-torch - Minimal PyTorch Library for Differential Evolution
pyneat - NEAT: NeuroEvolution of Augmenting Topologies
genetic-algorithm-in-python - A genetic algorithm written in Python for educational purposes.
snntorch - Deep and online learning with spiking neural networks in Python
deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"
bittensor - Internet-scale Neural Networks
FlappyBirdPyGAD - Play the Flappy Bird Game using PyGAD (Genetic Algorithm)
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
pycox - Survival analysis with PyTorch
TorchGA vs koila
GeneticAlgorithmPython vs PySR
TorchGA vs de-torch
GeneticAlgorithmPython vs pyneat
TorchGA vs PySR
GeneticAlgorithmPython vs genetic-algorithm-in-python
TorchGA vs snntorch
GeneticAlgorithmPython vs deep_learning_and_the_game_of_go
TorchGA vs bittensor
GeneticAlgorithmPython vs FlappyBirdPyGAD
TorchGA vs awesome-colab-notebooks
GeneticAlgorithmPython vs pycox