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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

Merge pull request #278 from ahmedfgad/github-actions

Merge pull request #277 from ahmedfgad/master

github.com/ahmedfgad/GeneticAlgorithmPython - b7dc47eb978110357736829b325798980cde7093 authored 10 months ago by Ahmed Gad <[email protected]>
Merge pull request #277 from ahmedfgad/master

Keep up to date

github.com/ahmedfgad/GeneticAlgorithmPython - d376bf5907529eca1b76e03a0af2ccca36cad3bf authored 10 months ago by Ahmed Gad <[email protected]>
Merge pull request #276 from ahmedfgad/github-actions

PyGAD 3.3.1

github.com/ahmedfgad/GeneticAlgorithmPython - b8692477687438ba349a2ca942cb3559431a85b1 authored 10 months ago by Ahmed Gad <[email protected]>
PyGAD 3.3.1

Release Date 17 February 2024
1. After the last generation and before the `run()` method complete...

github.com/ahmedfgad/GeneticAlgorithmPython - 990f1a146fe4c29e1db0d091ab27fa93667a2845 authored 10 months ago by Ahmed Gad <[email protected]>
PyGAD 3.3.1

Release Date 17 February 2024
1. After the last generation and before the `run()` method complete...

github.com/ahmedfgad/GeneticAlgorithmPython - eae41c0d40488df91900649efda7162602befd1d authored 10 months ago by Ahmed Gad <[email protected]>
Merge pull request #274 from ahmedfgad/github-actions

Add badges

github.com/ahmedfgad/GeneticAlgorithmPython - fff04c62d1b69a7b0eb4a856b7abd9c1b5a821b0 authored 11 months ago by Ahmed Gad <[email protected]>
Add badges

github.com/ahmedfgad/GeneticAlgorithmPython - 128db8084aa5a5a77a66b74f0d52f512cf49499e authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #272 from ahmedfgad/github-actions

Cite journal paper

github.com/ahmedfgad/GeneticAlgorithmPython - 98b187ba79849930887a0c0a4d11f9cf7780ee3d authored 11 months ago by Ahmed Gad <[email protected]>
Update citation to journal paper

github.com/ahmedfgad/GeneticAlgorithmPython - 30de97062b58088e040f17db5a4bfff8446c846e authored 11 months ago by Ahmed Gad <[email protected]>
Fix link

github.com/ahmedfgad/GeneticAlgorithmPython - 8fbae2d27547c211a4f8d718d2ef1737ab897a28 authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #269 from ahmedfgad/github-actions

Config file for readthedocs

github.com/ahmedfgad/GeneticAlgorithmPython - d76c60f52a55e9e06726604d088e877bfbda0277 authored 11 months ago by Ahmed Gad <[email protected]>
Config file for readthedocs

github.com/ahmedfgad/GeneticAlgorithmPython - cc353606aac6edb635512ac2ef27983749471020 authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #268 from ahmedfgad/github-actions

Config file for readthedocs

github.com/ahmedfgad/GeneticAlgorithmPython - 16c27a410ee729524871e4fda05558c312d0abe6 authored 11 months ago by Ahmed Gad <[email protected]>
Config file for readthedocs

github.com/ahmedfgad/GeneticAlgorithmPython - 9beedfbee9b753fa16425ac680487a7efe09b640 authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #267 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - b624d1b527b03129d418b6082bbbbe2c9d664a9b authored 11 months ago by Ahmed Gad <[email protected]>
Config file for readthedocs

github.com/ahmedfgad/GeneticAlgorithmPython - e1022379aa6731a003283732905045907aa9b8d2 authored 11 months ago by Ahmed Gad <[email protected]>
Update and rename docs/conf.py to docs/source/conf.py

github.com/ahmedfgad/GeneticAlgorithmPython - 1b6ae571fb69b0d9dcf8660ec1d7761baf311f1e authored 11 months ago by Ahmed Gad <[email protected]>
Update and rename docs/source/conf.py to docs/conf.py

github.com/ahmedfgad/GeneticAlgorithmPython - a76312149a25e469c98dcf4eac29ecd2c6c0c023 authored 11 months ago by Ahmed Gad <[email protected]>
Merge branch 'github-actions' of https://github.com/ahmedfgad/GeneticAlgorithmPython into github-actions

github.com/ahmedfgad/GeneticAlgorithmPython - de8d5be77229e2c6fb4eb5c4722376a26b9ca11d authored 11 months ago by Ahmed Gad <[email protected]>
Update docs index

github.com/ahmedfgad/GeneticAlgorithmPython - fc842aad93cb1786956ea87de3ded6be2a66d7a0 authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #266 from ahmedfgad/master

Merge pull request #265 from ahmedfgad/github-actions

github.com/ahmedfgad/GeneticAlgorithmPython - ee434cb1541161ab2e24c1df13cdc5dbb60bfbef authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #265 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - fe5b0023dba2876af59805828abc46649bacac2f authored 11 months ago by Ahmed Gad <[email protected]>
Merge branch 'master' into github-actions

github.com/ahmedfgad/GeneticAlgorithmPython - b3183c2f53b295384136ee58fcdffcb807f7505b authored 11 months ago by Ahmed Gad <[email protected]>
PyGAD 3.3.0

Release Date 29 January 2024
1. Solve bugs when multi-objective optimization is used. https://git...

github.com/ahmedfgad/GeneticAlgorithmPython - f83c9732183a7e6fd4978199df7f314cbadf3bf4 authored 11 months ago by Ahmed Gad <[email protected]>
Use raise instead of sys.exit

github.com/ahmedfgad/GeneticAlgorithmPython - 1615baf463ce428f9c56034c78c5690f34ca9f0a authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #197 from apapadoi/apapadoi_bug_typo

Fix typo

github.com/ahmedfgad/GeneticAlgorithmPython - e946f041eddb1218188d497c985e4331c46b1e23 authored 11 months ago by Ahmed Gad <[email protected]>
Support object data type

github.com/ahmedfgad/GeneticAlgorithmPython - d06223483386af0a4d1f24de57e6117c0b83e917 authored 11 months ago by Ahmed Gad <[email protected]>
Change versions

github.com/ahmedfgad/GeneticAlgorithmPython - 08c0840b5538e93318e7fc941116f05d12206cf3 authored 11 months ago by Ahmed Gad <[email protected]>
mutation using dict gene_space

github.com/ahmedfgad/GeneticAlgorithmPython - 7748e2e16f615c584e6d4a3a8aac8ab6b97991dc authored 11 months ago by Ahmed Gad <[email protected]>
Fix typos

github.com/ahmedfgad/GeneticAlgorithmPython - fb67d8dbccc1808fbe9d5035af838e08bdff0223 authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #253 from rsomers1998/master

Fixing typos in logging + docs

github.com/ahmedfgad/GeneticAlgorithmPython - d5dac0c81433dd483d902b981b8a6c79cffd25c3 authored 11 months ago by Ahmed Gad <[email protected]>
Merge pull request #254 from divineforge/patch-1

docs: correct context on "multi-objective"

github.com/ahmedfgad/GeneticAlgorithmPython - e54e5e86fb9049445b1b6e68df8ed475463f2ff0 authored 11 months ago by Ahmed Gad <[email protected]>
docs: edit pygad.rst

minor adjustment on the grammar to better explain the context

github.com/ahmedfgad/GeneticAlgorithmPython - c4b17f91860037315fe84869240ccce3682dc154 authored about 1 year ago by William Cheong Weelau <[email protected]>
docs: correct context on "multi-objective"

updated the text explanation on what's the multi-objective, instead of the wrongly written as 's...

github.com/ahmedfgad/GeneticAlgorithmPython - 1fecde05c15a940840cbf7e75187de12b69fbcc4 authored about 1 year ago by William Cheong Weelau <[email protected]>
typos

github.com/ahmedfgad/GeneticAlgorithmPython - 19e13e853c5ecc9a289e3210dd3a4b150a644107 authored about 1 year ago by Richard Somers <[email protected]>
Merge pull request #249 from ahmedfgad/github-actions

Example to change pop size at runtime

github.com/ahmedfgad/GeneticAlgorithmPython - 74a1375a2a1deb6b6ecbb1073f51baf97ef5308e authored about 1 year ago by Ahmed Gad <[email protected]>
Example to change pop size at runtime

github.com/ahmedfgad/GeneticAlgorithmPython - 3bcc0dd99f404bec3b7a1dd70262d8dd4cdbe322 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #248 from ahmedfgad/github-actions

Create and format the GitHub Actions tests

github.com/ahmedfgad/GeneticAlgorithmPython - d858681ec9b12ddd8f7210e3ca1219930730779f authored about 1 year ago by Ahmed Gad <[email protected]>
Format tests

github.com/ahmedfgad/GeneticAlgorithmPython - 02e8f9d2e85d846c89d5c79b19faae67df09b435 authored about 1 year ago by Ahmed Gad <[email protected]>
Format tests

github.com/ahmedfgad/GeneticAlgorithmPython - cd154463927e4e83ed98517450ae9b8f5e35ddcf authored about 1 year ago by Ahmed Gad <[email protected]>
Format tests

github.com/ahmedfgad/GeneticAlgorithmPython - d6c9d0e755ad31e6271c341ad90dd1fd509a6468 authored about 1 year ago by Ahmed Gad <[email protected]>
Parallel processing with adaptive mutation

github.com/ahmedfgad/GeneticAlgorithmPython - 63f6f8844f343aef6cd5ed083a5a1a9613e4bf76 authored about 1 year ago by Ahmed Gad <[email protected]>
Edit warning message

github.com/ahmedfgad/GeneticAlgorithmPython - a32eed8db00730cd019c5c8b2001c719c783ae6d authored about 1 year ago by Ahmed Gad <[email protected]>
Test save solutions

github.com/ahmedfgad/GeneticAlgorithmPython - c2af4da293a2695aa4ca19c58dc42f01b4f2548e authored about 1 year ago by Ahmed Gad <[email protected]>
Test fitness batch calculation

github.com/ahmedfgad/GeneticAlgorithmPython - 28fa28ecdcc5384447e4f0be7e9a9b7ac4ed2ab5 authored about 1 year ago by Ahmed Gad <[email protected]>
Deprecate delay_after_gen parameter

github.com/ahmedfgad/GeneticAlgorithmPython - 99fd03771fd3534df729e699d4b075a280395998 authored about 1 year ago by Ahmed Gad <[email protected]>
Edit comment

github.com/ahmedfgad/GeneticAlgorithmPython - 58b0b5224796f69db0a6efed62a9e173d18b2172 authored about 1 year ago by Ahmed Gad <[email protected]>
Test parallel processing

github.com/ahmedfgad/GeneticAlgorithmPython - 0f2658805ea276b51082ff1b07479b91590e2690 authored about 1 year ago by Ahmed Gad <[email protected]>
Test parallel processing

github.com/ahmedfgad/GeneticAlgorithmPython - c4b137810ddff633a314ae296ae7db17dd990a5a authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #247 from ahmedfgad/master

Keep up to date

github.com/ahmedfgad/GeneticAlgorithmPython - 96107388ce61fc6b781d7cef614f95fd2b5b2b51 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #243 from urselrod/master

fix format string typo in README

github.com/ahmedfgad/GeneticAlgorithmPython - 1ddbeb03c22ac8526bcedf7e550ac468ce86dde9 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #246 from ahmedfgad/github-actions

More tests

github.com/ahmedfgad/GeneticAlgorithmPython - 61ab66afefe36217539b36db645808ff157e21da authored about 1 year ago by Ahmed Gad <[email protected]>
Bug fix

github.com/ahmedfgad/GeneticAlgorithmPython - c587ef5b014d0df2ab6257f1634caf4311b3c6ce authored about 1 year ago by Ahmed Gad <[email protected]>
Bug fix

github.com/ahmedfgad/GeneticAlgorithmPython - 1a46581097d1746dbcd93fba34f0e066939621ed authored about 1 year ago by Ahmed Gad <[email protected]>
Bug fix

github.com/ahmedfgad/GeneticAlgorithmPython - 9436fbc8a1424b73c7b44d8909c4719d9506cec4 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #245 from ahmedfgad/master

Update

github.com/ahmedfgad/GeneticAlgorithmPython - 60735504855a33b836457ddd165e860313cb1562 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #244 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - cd57312f5e9f8b59301198f661e554813314de08 authored about 1 year ago by Ahmed Gad <[email protected]>
Bug fix

github.com/ahmedfgad/GeneticAlgorithmPython - c4769bb6524a70bf0afaba7fa7b05b93b783648a authored about 1 year ago by Ahmed Gad <[email protected]>
Bug fix

github.com/ahmedfgad/GeneticAlgorithmPython - d17fe6a5f52b9e1850ee6a303e2a7d46bb5a982d authored about 1 year ago by Ahmed Gad <[email protected]>
More tests

github.com/ahmedfgad/GeneticAlgorithmPython - 20fc0f8be2ae5e365bd4c08b2b56182e106a7afb authored about 1 year ago by Ahmed Gad <[email protected]>
Adaptive mutation bug fix & more tests

github.com/ahmedfgad/GeneticAlgorithmPython - f7b8bd35ecc94fae78ec2af42602bb10a149ab05 authored about 1 year ago by Ahmed Gad <[email protected]>
More tests for NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - 2865a2c0b6426640df29a77ebc5375cb035f3b03 authored about 1 year ago by Ahmed Gad <[email protected]>
fix format string typo in README

github.com/ahmedfgad/GeneticAlgorithmPython - 7d51c8bee61e773b549b9316e7bd9cc688a24712 authored about 1 year ago by Urs Elrod <[email protected]>
Merge pull request #241 from ahmedfgad/github-actions

Testing stop_criteria

github.com/ahmedfgad/GeneticAlgorithmPython - adf77586c1b00904f7ff133f3395dde6505f4d8a authored about 1 year ago by Ahmed Gad <[email protected]>
Testing stop_criteria

github.com/ahmedfgad/GeneticAlgorithmPython - 210c345a2731436d39e348dbea8008757019f312 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #240 from ahmedfgad/github-actions

Merge pull request #239 from ahmedfgad/master

github.com/ahmedfgad/GeneticAlgorithmPython - 9137dd466fbd59d67f6820816e86ed0150c46a01 authored about 1 year ago by Ahmed Gad <[email protected]>
Add files via upload

github.com/ahmedfgad/GeneticAlgorithmPython - b0051f88cee2ebc2f953d64a733c2c082d38c933 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #239 from ahmedfgad/master

Solve multi-objective optimization bugs

github.com/ahmedfgad/GeneticAlgorithmPython - 7fda9da72b09f732efb93f6a5b955acb8c3e6789 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge branch 'github-actions' into master

github.com/ahmedfgad/GeneticAlgorithmPython - 6429accc5691e281e75eadef32f27e3af5855174 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #237 from MBradbury/undefined-fitness-check

Fix check for undefined pop fitness when using parallel processing

github.com/ahmedfgad/GeneticAlgorithmPython - 263cb4937b91a6d4d32a8ae13252563b6a7d6dbb authored about 1 year ago by Ahmed Gad <[email protected]>
Fix check for undefined pop fitness when using parallel processing

github.com/ahmedfgad/GeneticAlgorithmPython - 288b5e8cdd7ba9fdf0f5a7076253bc09c9fef82d authored about 1 year ago by Matthew Bradbury <[email protected]>
Fix a bug

github.com/ahmedfgad/GeneticAlgorithmPython - 03f509f21c9705d4facad13a8281f96b5c527005 authored about 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #232 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - eca2f567ac5594c02a32f3da30d01bb61379b9ef authored over 1 year ago by Ahmed Gad <[email protected]>
Update release date

github.com/ahmedfgad/GeneticAlgorithmPython - 1f067d1d9cac0fc79599fe99109c382b1fd6946e authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #231 from ahmedfgad/master

Keep branch up to date

github.com/ahmedfgad/GeneticAlgorithmPython - aa9b2b0d4772e3a7badd463f0a6061fc080dcc46 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #230 from ahmedfgad/github-actions

PyGAD 3.2.0

github.com/ahmedfgad/GeneticAlgorithmPython - 759ed4e0b81b210dbc0519de380c2623e984b34f authored over 1 year ago by Ahmed Gad <[email protected]>
Remove NSGA-II temp files

github.com/ahmedfgad/GeneticAlgorithmPython - d50f118367a380868b064a21baff56a141573382 authored over 1 year ago by Ahmed Gad <[email protected]>
Update docs

github.com/ahmedfgad/GeneticAlgorithmPython - d6890c5e24366361f6d269759a05e08df91d38fd authored over 1 year ago by Ahmed Gad <[email protected]>
Update docs

github.com/ahmedfgad/GeneticAlgorithmPython - fedac6bd530e831d4b268ee2bb15d09c158b9e91 authored over 1 year ago by Ahmed Gad <[email protected]>
Update docs and NSGA edits

github.com/ahmedfgad/GeneticAlgorithmPython - 8cbb3074253152eb8b50b581ab8e6153fd3e2d86 authored over 1 year ago by Ahmed Gad <[email protected]>
Replace format() str method by f-string

github.com/ahmedfgad/GeneticAlgorithmPython - 655fd15543a6c5117a550b3aba5663f89446696b authored over 1 year ago by Ahmed Gad <[email protected]>
Replace format() str method by f-string

github.com/ahmedfgad/GeneticAlgorithmPython - 5e9a5f1c0f345dbe5801318163f22995c882623d authored over 1 year ago by Ahmed Gad <[email protected]>
Replace format() str method by f-string

github.com/ahmedfgad/GeneticAlgorithmPython - 47c6298d209c1be6e5aa9f0f6169670441c2062f authored over 1 year ago by Ahmed Gad <[email protected]>
Replace format() str method by f-string

github.com/ahmedfgad/GeneticAlgorithmPython - 900df5553cb5fe5da10e81ca9293c0d8b3926c7f authored over 1 year ago by Ahmed Gad <[email protected]>
Run tests

github.com/ahmedfgad/GeneticAlgorithmPython - aab09bd3dc13daf676e9d14edfa5a7c15e4f59bc authored over 1 year ago by Ahmed Gad <[email protected]>
Update docs

github.com/ahmedfgad/GeneticAlgorithmPython - 21f4788a98f3dde1ce73f6a4ea4561e772f03b39 authored over 1 year ago by Ahmed Gad <[email protected]>
Update docs

github.com/ahmedfgad/GeneticAlgorithmPython - 5122c6410c87bde788f80919eea33b454626afe8 authored over 1 year ago by Ahmed Gad <[email protected]>
Update TOML file

github.com/ahmedfgad/GeneticAlgorithmPython - b7e3f7ee08b07302dd6561be96137f183fe55a28 authored over 1 year ago by Ahmed Gad <[email protected]>
Update readme

github.com/ahmedfgad/GeneticAlgorithmPython - 84c879d66e4ce47d68580962995bb8f0a8eaf6c4 authored over 1 year ago by Ahmed Gad <[email protected]>
Support of NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - 3f71ec0c8f5d2b3bb8531b90eaf1e9f562dc23eb authored over 1 year ago by Ahmed Gad <[email protected]>
Support of NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - 613efcbddbf5fb9fc93d64ba6c98805f82d462bf authored over 1 year ago by Ahmed Gad <[email protected]>
Support of NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - cabfa6d7d0494f490f7bab809480081e039c4814 authored over 1 year ago by Ahmed Gad <[email protected]>
Support of NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - a3dc00b3dd29b9802ae7cad3a284e386f1bd4621 authored over 1 year ago by Ahmed Gad <[email protected]>
Support of NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - 6aeb6851ee150634723b9578e37944db3bc12407 authored over 1 year ago by Ahmed Gad <[email protected]>
Support of NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - 3163d7f87c0dbd8f084e76a79920cf2ba0e5c713 authored over 1 year ago by Ahmed Gad <[email protected]>
Support of NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - 4ef8cd5bcf8ee86b34db402dfbccc0ccf347aa51 authored over 1 year ago by Ahmed Gad <[email protected]>
Support of NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - 0ea3674830c77caed01c8381266c934431d700b8 authored over 1 year ago by Ahmed Gad <[email protected]>
Update crowding distance

github.com/ahmedfgad/GeneticAlgorithmPython - 912a1d1083d6ed431d29dca19d38004b46906dd2 authored over 1 year ago by Ahmed Gad <[email protected]>
Update crowding distance

github.com/ahmedfgad/GeneticAlgorithmPython - d8461fa16a73f14321500606136d0f9ecd7bf349 authored over 1 year ago by Ahmed Gad <[email protected]>
Update crowding distance

github.com/ahmedfgad/GeneticAlgorithmPython - cf4dc636f8a6149860f9ec15370aaa9473d57ca0 authored over 1 year ago by Ahmed Gad <[email protected]>