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PyGAD
Open-source project for building the genetic algorithm & training machine learning models.
Collective -
Host: opensource -
https://opencollective.com/pygad
- Website: https://pygad.readthedocs.io/
- Code: https://github.com/ahmedfgad/GeneticAlgorithmPython
github.com/ahmedfgad/GeneticAlgorithmPython - a1ab6aaeaff1c1001964e1950a29064072bb32c2 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 7dac6f05a8f45b83ef8ca8412b333e49610c1380 authored over 1 year ago by Ahmed Gad <[email protected]>
Fix an issue with passing user-defined function/method for parent selection. https://github.com/...
github.com/ahmedfgad/GeneticAlgorithmPython - 330e7bdcbdb9e85e4b48c2c7c54511428f1b1f72 authored over 1 year ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - ab972476109cd1d52333907b2ac4a324e583ac65 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 2b79ddb535f351828146750df3b8d0d73731c310 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 97f3c1652218cb0aeae962e0e38d1ed81962d1da authored over 1 year ago by Ahmed Gad <[email protected]>
Create a metadata TOML pyproject.toml file for the project.
github.com/ahmedfgad/GeneticAlgorithmPython - b42bcd0d5edf45507a8e4bab628d7f9f6124be7d authored over 1 year ago by Ahmed Gad <[email protected]>Update setup.py
github.com/ahmedfgad/GeneticAlgorithmPython - ef9e366a9673e9d4b92e0048310ce066c576e822 authored over 1 year ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - ab66e04c9d44344fb4bbec6b58c0ef0d9ac32fab authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 88013f7910420805a6ec5f6550d88c0d78265c4f authored over 1 year ago by Ahmed Gad <[email protected]>
Add the sales man example.
github.com/ahmedfgad/GeneticAlgorithmPython - de14ddc0f549135f283352abdab10ea3192ef7dc authored over 1 year ago by Ahmed Gad <[email protected]>Add travelling salesman .ipynb example
github.com/ahmedfgad/GeneticAlgorithmPython - 8bd6fbce058fd44170b32c4f25f3fc58dfb6c25c authored over 1 year ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - 7d09cded61276303a03b87ca5051434e228d5d15 authored over 1 year ago by Joe Lewis <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - c63706a83340c4203d3da6a45710abdec30ba555 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 28c64cd9956a4680a7ce440d491fe2404b88f39c authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - ffc3bf90fb53f5b84abc2ebb1a26ce7d0e588e5b authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - e356f3d0afaf8cb99196c5826bf271a0f7f3fc39 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 8f2c6d40b10f0169acc66b34c47166ed5c0eafca authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 34d3879cebbf0f3d98ff04da00c9b079cbc474d5 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 7aedc6de0211756f3acd0598fb6052dd6256d699 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 78daf35ec68b0392c8e2e742dab7ab75ede6869b authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 8ee348f03a409d6643929c95c3d7ed961b23fad0 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - bf87baad1109117a469bf20f441fa78e9be7b459 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 05ace78a3d0cd2577a70fd85ed1a5a9d12e3aa8f authored over 1 year ago by Ahmed Gad <[email protected]>
The repository only had the pygad.py script and some few other scripts. Other scripts in the lib...
github.com/ahmedfgad/GeneticAlgorithmPython - 38e27cbb6b21b4fc4c01661271159938eb5fdcaf authored over 1 year ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - 1c43819d30d44ce80e87c38a508ed8c730e41cba authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 8ef24c13e0f6d7f98834c6c6485db4fffa7a5ac4 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - a62ca2b92ebef81ce557bf78ec2615b72c36d544 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - ed1fa62bc7ca41aff15ff22581ee971468e3d32e authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - d5dbe0e66ae74780c5630489bf46a2fd99c92867 authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - b141853cd26a21e834a4205b73dec4eaefd651cc authored over 1 year ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - f9a4d8411aa0eca2c600fdba56d529ca853499d6 authored over 1 year ago by Ahmed Gad <[email protected]>
PyGAD 3.0.0 Release Notes
1. The structure of the library is changed and some methods defined in ...
Changed deprecated numpy.float to float
github.com/ahmedfgad/GeneticAlgorithmPython - 30dd023b592fb813052487c5d317fbea5fc96573 authored over 1 year ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - 8a2189775b8e2e77c8bf1a3b2dea808f5fd212f5 authored over 1 year ago by Adam Jemielita <[email protected]>
https://donate.stripe.com/eVa5kO866elKgM0144
github.com/ahmedfgad/GeneticAlgorithmPython - b1efede9ca71e4f5f2d623eee01924a8215eb535 authored over 1 year ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - f9f3e537363d3dc75952e2ed3abe96bdfacffdbc authored over 1 year ago by Ahmed Gad <[email protected]>
Update README.md
github.com/ahmedfgad/GeneticAlgorithmPython - 7c084df15fa87d9ecc3e85d2600c63615681e99e authored over 1 year ago by Ahmed Gad <[email protected]>removed the additional bracket
github.com/ahmedfgad/GeneticAlgorithmPython - 78872dabdb50d6f5226656271ff73e3baefc5e4a authored almost 2 years ago by Rohan <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - a912ec923c4fed6d6616acdd868b9f7c9c96d3c4 authored almost 2 years ago by Ahmed Gad <[email protected]>
PyGAD 2.19.2 Release Notes
1. Fix an issue when paralell processing was used where the elitism so...
github.com/ahmedfgad/GeneticAlgorithmPython - 742eb3168cae3e630dcebb9397df56a7d981827a authored almost 2 years ago by Ahmed Gad <[email protected]>
PyGAD 2.19.1 Release Notes
1. Add the [cloudpickle](https://github.com/cloudpipe/cloudpickle) lib...
PyGAD 2.19.0 Release Notes
1. A new `summary()` method is supported to return a Keras-like summar...
Add parameter count adjustment for functions that are class methods
github.com/ahmedfgad/GeneticAlgorithmPython - fcf5d07f1733d0f3f3882da8ac9bf4a7bf5e7244 authored almost 2 years ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - f7096bce763f76e9951e4c7bf423a3c31461032f authored almost 2 years ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 7699a561611113d51054bc371536659551827eee authored almost 2 years ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - b15c15c918a6fe9f5f19093b7b2e601fe4fbcf47 authored almost 2 years ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - a9981912609d2eebbe94290d037df930e6cc1913 authored almost 2 years ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - f9ebcaec66d6c418703735606c0b9a9ea6e2e735 authored almost 2 years ago by Ahmed Gad <[email protected]>
Thanks for this issue: https://github.com/ahmedfgad/GeneticAlgorithmPython/issues/147
github.com/ahmedfgad/GeneticAlgorithmPython - c180af95112a441e6dd8a7d173d3abb28e630875 authored almost 2 years ago by Ahmed Gad <[email protected]>Small typo, should be w6 not 6w
github.com/ahmedfgad/GeneticAlgorithmPython - 227561e93aaf2c37a11c8a2be5bf3a8d1b995d55 authored almost 2 years ago by Ahmed Gad <[email protected]>Fix Documentation User-Defined Mutation Operator Example: the number …
github.com/ahmedfgad/GeneticAlgorithmPython - 3d37ce16d021ed2323474b64301356c38667647c authored almost 2 years ago by Ahmed Gad <[email protected]>Release Date: 14 February 2023
1. Remove `numpy.int` and `numpy.float` from the list of suppo...
github.com/ahmedfgad/GeneticAlgorithmPython - 3e281408fe22a1809ec35edbf40cfd44f0a45905 authored almost 2 years ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - 8734d98534e59d0fc5b7a815077886929e040578 authored almost 2 years ago by Ahmed Gad <[email protected]>
Update index.rst/Typo
github.com/ahmedfgad/GeneticAlgorithmPython - 4de9ae83cc8e8acdea2e007079d84eb626381d4a authored almost 2 years ago by Ahmed Gad <[email protected]>Remove numpy.int and numpy.float
github.com/ahmedfgad/GeneticAlgorithmPython - c1c9b88b7f80bf5c0a4bf1c6c5467f02e77c4c83 authored almost 2 years ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - f60da965e357e4e2596e9d9436f65caa67d2129a authored almost 2 years ago by Gerit Wagner <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 06ed09dccf51374f8f6a2d9ee3c5a412c06b8e4d authored almost 2 years ago by augustodamasceno <[email protected]>
These aliases are deprecated in numpy, can be ignored, since it's the
same as regular int or float
Small typo, should be w6 not 6w
github.com/ahmedfgad/GeneticAlgorithmPython - 0fbabec75602383678453f318cba045111e6adc5 authored about 2 years ago by Chuox <[email protected]>Update README_pygad_torchga_ReadTheDocs.rst
github.com/ahmedfgad/GeneticAlgorithmPython - 251072766d8a9f3ea03ab41f74cda2e8c20c21d0 authored about 2 years ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - 4d7cd2282ba834d19eee537222928d7d09ef5aae authored over 2 years ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 0885d12bcb34bbf6576f8424c28bd682c63a62fe authored over 2 years ago by Ahmed Gad <[email protected]>
A big fix when `keep_elitism` is used. https://github.com/ahmedfgad/GeneticAlgorithmPython/issue...
github.com/ahmedfgad/GeneticAlgorithmPython - 0e8a4252c66b7aea7bcd6142175126f57d698299 authored over 2 years ago by Ahmed Gad <[email protected]>1. Raise an exception if the sum of fitness values is zero while either roulette wheel or stocha...
github.com/ahmedfgad/GeneticAlgorithmPython - 16c5ad9e4347ea11b83bcd541c2269eb95e62fd9 authored over 2 years ago by Ahmed Gad <[email protected]>1. Raise an exception if the sum of fitness values is zero while either roulette wheel or stocha...
github.com/ahmedfgad/GeneticAlgorithmPython - c5a03a8b91293e07c705151dc224945b73e0aa42 authored over 2 years ago by Ahmed Gad <[email protected]>fixed grammar
github.com/ahmedfgad/GeneticAlgorithmPython - 102679d431f5ef9b37862a6a58a2fb73d5663595 authored over 2 years ago by P.Toopchi <[email protected]>This sentence is edited by Prof. Fernando Jiménez Barrionuevo (http://webs.um.es/fernan). Thank ...
github.com/ahmedfgad/GeneticAlgorithmPython - 5315bbec02777df96ce1ec665c94dece81c440f4 authored over 2 years ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - 7f2b1f45cf2d4a4345613ede8a6d6ff3cd3505b2 authored over 2 years ago by Ahmed Gad <[email protected]>
PyGAD 2.17.0
Release Date: 8 July 2022
1. An issue is solved when the `gene_space` parameter...
github.com/ahmedfgad/GeneticAlgorithmPython - 10aee0c54c41dc4ec1cc0b6af37b514c6317ff5d authored over 2 years ago by Ahmed Gad <[email protected]>## PyGAD 2.17.0
Release Date: 8 July 2022
1. An issue is solved when the `gene_space` para...
github.com/ahmedfgad/GeneticAlgorithmPython - 8d6d713023ca36149409540dbde990db1d23a527 authored over 2 years ago by Ahmed Gad <[email protected]>Minor typo
github.com/ahmedfgad/GeneticAlgorithmPython - 8fecaad1037264a80fe3d36b3efa4970da950d31 authored over 2 years ago by Ahmed Gad <[email protected]>Thanks for https://github.com/Diamondtroller for opening the issue #118: https://github.com/ahme...
github.com/ahmedfgad/GeneticAlgorithmPython - 98123a7dd343dcd05b93e7e41d9f3eadc806b74d authored over 2 years ago by Ahmed Gad <[email protected]>Fixed an error in documentation
github.com/ahmedfgad/GeneticAlgorithmPython - b4986506bb8da07487d9c898d8bf17caf0f35a7b authored over 2 years ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - d88e9f3920830126ed1b689dc77b678e145054cc authored over 2 years ago by iamnotstone <[email protected]>
Initail -> Initial
github.com/ahmedfgad/GeneticAlgorithmPython - 04bf26fe162b3efb3f3473803c9012c5fda0b651 authored over 2 years ago by P T Weir <[email protected]>BSD-3-Clause License
github.com/ahmedfgad/GeneticAlgorithmPython - 2f2c825d3e1276d4b77db0b7f1475e8dde8424bb authored over 2 years ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - 9a945c9a80e23bbfa79c02b6f094e6e5a17e8b82 authored over 2 years ago by Henri Yandell <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 39ca48100c435812280cf87e4c99d38e74606d42 authored over 2 years ago by Henri Yandell <[email protected]>
Fix a single word from `resutled` to `resulted` in the warning message returned when `self.mutat...
github.com/ahmedfgad/GeneticAlgorithmPython - c9de4ea34a6ade7e6ffe9cb002dd9decc3e3543f authored almost 3 years ago by Ahmed Gad <[email protected]>tion probability with None value.
github.com/ahmedfgad/GeneticAlgorithmPython - 3103fc1c4ef906b276dc2bc84016369dc6ae4a39 authored almost 3 years ago by augustodamasceno <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - e35aae875aafbd458f109e3eac1f179e1ca70d29 authored almost 3 years ago by Michael Rich <[email protected]>
Fixes this issue: https://github.com/ahmedfgad/GeneticAlgorithmPython/issues/89
In the tourname...
github.com/ahmedfgad/GeneticAlgorithmPython - e7e8d225df098e45cd4e1269e360cab6b064302c authored almost 3 years ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 6ff45270639fc52aa045fb1ab3529759fdeec011 authored almost 3 years ago by Ahmed Gad <[email protected]>
PyGAD 2.16.2
1. A new instance attribute called `previous_generation_fitness` added in the `pyg...
github.com/ahmedfgad/GeneticAlgorithmPython - 4ad007e0acae2005b29141022c63bb6a111d846f authored almost 3 years ago by Ahmed Gad <[email protected]>
github.com/ahmedfgad/GeneticAlgorithmPython - 158e53c4bd0a80449a9fbb147ac95be724179b71 authored about 3 years ago by Ahmed Gad <[email protected]>
1. Reuse the fitness of previously explored solutions rather than recalculating them. This featu...
github.com/ahmedfgad/GeneticAlgorithmPython - 19bac066a2915f14d318c092f9daff81967c1b8c authored about 3 years ago by Ahmed Gad <[email protected]>The fitness values of the parents in one generation i is used rather than recalculated in the ne...
github.com/ahmedfgad/GeneticAlgorithmPython - c87641bb9f774cebc40a45e70834832b04ae32b5 authored over 3 years ago by Ahmed Gad <[email protected]>A user-defined function can be passed to the mutation_type, crossover_type, and parent_selection...
github.com/ahmedfgad/GeneticAlgorithmPython - 196a0348cddc08b4b6b5ecd96e96e7a96303cfea authored over 3 years ago by Ahmed Gad <[email protected]>A user-defined function can be passed to the mutation_type, crossover_type, and parent_selection...
github.com/ahmedfgad/GeneticAlgorithmPython - c4564ec831d6ff72dd82e4df006a5d3428084376 authored over 3 years ago by Ahmed Gad <[email protected]>Fix a bug when keep_parents is set to a positive integer. https://github.com/ahmedfgad/GeneticAl...
github.com/ahmedfgad/GeneticAlgorithmPython - 3349deae037905ed048c2018b6e1f9b578451fc1 authored over 3 years ago by Ahmed Gad <[email protected]>Fix a bug when keep_parents is set to a positive integer. https://github.com/ahmedfgad/GeneticAl...
github.com/ahmedfgad/GeneticAlgorithmPython - 0069c2579161697df95c9f2f04c770729ba0880f authored over 3 years ago by Ahmed Gad <[email protected]>github.com/ahmedfgad/GeneticAlgorithmPython - f5a09a50c5000b6e6775205532479db6b8d70de8 authored over 3 years ago by Ahmed Gad <[email protected]>
Bibtex formatted citation
@misc{gad2021pygad,
title={PyGAD: An Intuitive Genetic Algorit...
Bibtex formatted citation
@misc{gad2021pygad,
title={PyGAD: An Intuitive Genetic Algorit...
Changes in PyGAD 2.15.0
1. Control the precision of all genes/individual genes. Thanks to Raine...
1. Control the precision of all genes/individual genes. Thanks to Rainer for asking about this f...
github.com/ahmedfgad/GeneticAlgorithmPython - 9b4eee30c9ed556a37fb998e3507767a5bb82cbe authored over 3 years ago by Ahmed Gad <[email protected]>