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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

NSGA-II Crowding Distance

github.com/ahmedfgad/GeneticAlgorithmPython - 069f530c0df2b3d62a33072da5ee530fc7f5848b authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #227 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - 5bb342e5ec57e2976967931ce64c2c5a698addab authored over 1 year ago by Ahmed Gad <[email protected]>
Paper used PyGAD

github.com/ahmedfgad/GeneticAlgorithmPython - 473f1a3c680d25c91bb0b1d450835358a1e15e7c authored over 1 year ago by Ahmed Gad <[email protected]>
Non-Dominant Sorting for NSGA-II

github.com/ahmedfgad/GeneticAlgorithmPython - 53e7c4e3cac6cb661965b20f0dfd7c844ff3e922 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #226 from ahmedfgad/github-actions

None index with adaptive mutation

github.com/ahmedfgad/GeneticAlgorithmPython - 9d6d2f2fe39534864ece10dcc46e5f68b5b21397 authored over 1 year ago by Ahmed Gad <[email protected]>
None solution index

github.com/ahmedfgad/GeneticAlgorithmPython - 01cb71c555da32272ec7fcb70c64416d10ae84bb authored over 1 year ago by Ahmed Gad <[email protected]>
None solution index

github.com/ahmedfgad/GeneticAlgorithmPython - b84d06222300bf18d700f1eb813a2ec34b2c0207 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #221 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - 17224dbcf804bae70f2a2f410a636bd62f0a46e0 authored over 1 year ago by Ahmed Gad <[email protected]>
Regression examples

github.com/ahmedfgad/GeneticAlgorithmPython - a3e121903f56f1cb6f8e7f7166d513366c822b21 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #216 from yasirroni/patch-1

add ga_instance.last_generation_fitness to pygad.rst

github.com/ahmedfgad/GeneticAlgorithmPython - 86dfe6f0bbfdf1d37b762edeedc22a47fc9a2b8a authored over 1 year ago by Ahmed Gad <[email protected]>
add ga_instance.last_generation_fitness to pygad.rst

github.com/ahmedfgad/GeneticAlgorithmPython - 4d9f4a0d2e189d30b29dc001de6512f5cd1292fb authored over 1 year ago by Muhammad Yasirroni <[email protected]>
Fitness func not called for idx 0

github.com/ahmedfgad/GeneticAlgorithmPython - c4aa82581137f741fd55c905991f2f4a469abb93 authored over 1 year ago by Ahmed Gad <[email protected]>
Remove print() statement

github.com/ahmedfgad/GeneticAlgorithmPython - 8a6970af04c07da96aaa11cfcd5e8f88f58a4c0d authored over 1 year ago by Ahmed Gad <[email protected]>
Resue best solution fitness

github.com/ahmedfgad/GeneticAlgorithmPython - d3b9ec0533d0d87b91298e8db1a6852947c93570 authored over 1 year ago by Ahmed Gad <[email protected]>
None precision for int dtypes

github.com/ahmedfgad/GeneticAlgorithmPython - fd031d3cece303734f797710a6d3f2e3bb725574 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #212 from ahmedfgad/master

PyGAD 3.1.0 latest updates

github.com/ahmedfgad/GeneticAlgorithmPython - 0ede7a2edbc7787e19e7b0461e5fc3b36bf2ccaa authored over 1 year ago by Ahmed Gad <[email protected]>
PyGAD 3.1.0 Release

PyGAD 3.1.0 Release Notes
1. Fix a bug when the initial population has duplciate genes if a neste...

github.com/ahmedfgad/GeneticAlgorithmPython - e58005d5f26f99e0009c41ee8a7529a0b1b0b1fe authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #211 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - e413018276a6638a310aa6a6db760593a4507080 authored over 1 year ago by Ahmed Gad <[email protected]>
Disable Python 3.12 tests

github.com/ahmedfgad/GeneticAlgorithmPython - e7f942c2f7cdf01573d82edb1238264817c44e2a authored over 1 year ago by Ahmed Gad <[email protected]>
Restore changes

github.com/ahmedfgad/GeneticAlgorithmPython - 00069e926e1067ffd3b1a586598bbf032f31c246 authored over 1 year ago by Ahmed Gad <[email protected]>
Migrate to Hatch

github.com/ahmedfgad/GeneticAlgorithmPython - e151d4b1df120a9c579b891168625c9a179d4280 authored over 1 year ago by Ahmed Gad <[email protected]>
Migrate to Hatch

github.com/ahmedfgad/GeneticAlgorithmPython - 767068f5e2e2dd5f08b0afa6fff6890fbb534a7d authored over 1 year ago by Ahmed Gad <[email protected]>
Migrate to Hatch

github.com/ahmedfgad/GeneticAlgorithmPython - abcc6f702387c597bae71417b44b29cffc1e7f4d authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - c1cc1bcc4e0ad749b411f27d0ac0973aefae1d5e authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - 0ae91334479e2f6d061ad3006907a1fc77ab4946 authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - 6a123d9f296ea1f5d02c9c7c711713309fad6703 authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - 151445f3dbaf463f4b91085c59203adff24b8caf authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - 13a2cd064d636827b234c16ba92555cf0f3f3b0f authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - 983edf86d83f1868694555c0fb55edbe810baf01 authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - 925b2bb4a227692a499abb4e5270292e424931d0 authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - f410a14d1ff0524db2d27713bb64de0efb0fa660 authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12 Beta

github.com/ahmedfgad/GeneticAlgorithmPython - 56b12950d34d03b2026e62c0984bf30102753dbd authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - 376123671e380ed6af13697d34173fe1b954785a authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - 921a2907c462fde9b39d79ae2d09aaa309b61f67 authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - 95696c2b82479d933c54e055c5ef0ce08f0c62c4 authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - 44671f6406a180fe80788e196417efa9a33a9f28 authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - b4aed452664796e89f1f1e2b3c2bf4fcf907e427 authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - 15e57aaef1d277473102e7710222df664ea157c7 authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - c77ce2bb8dc5baa8519553744efa325e873439b4 authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - 785f70603b63245163c645f77468fec56dee5816 authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - e75aae743708e3b7316c65c96223a895ecd55660 authored over 1 year ago by Ahmed Gad <[email protected]>
Use hatchling instead of setuptools

github.com/ahmedfgad/GeneticAlgorithmPython - 5fd1a58df09df338523aa2e0235a161823896126 authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12

github.com/ahmedfgad/GeneticAlgorithmPython - 587b43c96d5fd74fecb22b6d956aaa6251784831 authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12

github.com/ahmedfgad/GeneticAlgorithmPython - 99a005f3df0d14622546562d68021cafc348ea49 authored over 1 year ago by Ahmed Gad <[email protected]>
Test Python 3.12

github.com/ahmedfgad/GeneticAlgorithmPython - adba4b261dea711b44b4db72bedf5d8336861fac authored over 1 year ago by Ahmed Gad <[email protected]>
More examples

github.com/ahmedfgad/GeneticAlgorithmPython - a21c6ab9d21ff2d0a94c0aaf263fe6bc43980849 authored over 1 year ago by Ahmed Gad <[email protected]>
Rename docs

github.com/ahmedfgad/GeneticAlgorithmPython - a05e52ef57706b4eb6326c98e9716e13391f7882 authored over 1 year ago by Ahmed Gad <[email protected]>
Change copyright

github.com/ahmedfgad/GeneticAlgorithmPython - 9c70c94c7985613e53936e82b6a22b37c5cbecb7 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #210 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - d745c6d1c0a02276f6d7be3ea26b8fb62fb0840e authored over 1 year ago by Ahmed Gad <[email protected]>
Reformat documentation

github.com/ahmedfgad/GeneticAlgorithmPython - a5eaf3f9e4e323c8eca25b7c8326471d7f51fb90 authored over 1 year ago by Ahmed Gad <[email protected]>
More examples

github.com/ahmedfgad/GeneticAlgorithmPython - ee643a961d60afdde47cd2e6830c37ec3770bf54 authored over 1 year ago by Ahmed Gad <[email protected]>
Accept data as a generator

github.com/ahmedfgad/GeneticAlgorithmPython - 0b5ab78745f783c116123dafdc9deec15b6b0176 authored over 1 year ago by Ahmed Gad <[email protected]>
Keras prediction

github.com/ahmedfgad/GeneticAlgorithmPython - 0fe7e245239d4e7e630f8ffcc4cdb97d8ba6ecb1 authored over 1 year ago by Ahmed Gad <[email protected]>
More updates

github.com/ahmedfgad/GeneticAlgorithmPython - 31a3975cce88022c48433e324550e7ef92d81953 authored over 1 year ago by Ahmed Gad <[email protected]>
More tests for mutation

github.com/ahmedfgad/GeneticAlgorithmPython - 83a16355bdf91d524cb180aca20d553ee57ec5e7 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #209 from ahmedfgad/github-actions

Fix rank selection

github.com/ahmedfgad/GeneticAlgorithmPython - 4d0212b483d289d5076670b4093218fc54b063ed authored over 1 year ago by Ahmed Gad <[email protected]>
Fix rank selection

github.com/ahmedfgad/GeneticAlgorithmPython - 72ab5f7a7d105eaa0acff2f67407f502b32b5fae authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #208 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - 96b3da95d52cbd7423181702553d1f51d2297d62 authored over 1 year ago by Ahmed Gad <[email protected]>
Fix typo

github.com/ahmedfgad/GeneticAlgorithmPython - 0869b365d7b15f0a5088b5d55804d53bc891594d authored over 1 year ago by Tasos Papadopoulos <[email protected]>
Test adaptive mutation

github.com/ahmedfgad/GeneticAlgorithmPython - b4bfb9ab630c027d4e874eae740bd53b7ff3aa12 authored over 1 year ago by Ahmed Gad <[email protected]>
Update example

github.com/ahmedfgad/GeneticAlgorithmPython - b91a20641b7cafb0072fccf67eda4a29bb2f8aed authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #196 from ahmedfgad/github-actions

Fix a bug when `fitness_batch_size` is used with adaptive mutation: https://github.com/ahmedfgad...

github.com/ahmedfgad/GeneticAlgorithmPython - d4b98a3244b014fe426c0654a094d5bf80bd2439 authored over 1 year ago by Ahmed Gad <[email protected]>
Batch fitness for adaptive mutation

github.com/ahmedfgad/GeneticAlgorithmPython - 464bfd619cac2f17d954e087a315b855630dc86d authored over 1 year ago by Ahmed Gad <[email protected]>
Change workflows names

github.com/ahmedfgad/GeneticAlgorithmPython - 63e83122040b2ead0f3a57eaa88e3d418df50628 authored over 1 year ago by Ahmed Gad <[email protected]>
Return outputs from callbacks

github.com/ahmedfgad/GeneticAlgorithmPython - 4de21aecec631fda6d48c2703e7de7059f61a88a authored over 1 year ago by Ahmed Gad <[email protected]>
Use logging module

github.com/ahmedfgad/GeneticAlgorithmPython - ee02e2fd8b304ee4ec0cd16798b1293eb03eae80 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #193 from ahmedfgad/github-actions

Use exit() from sys library

github.com/ahmedfgad/GeneticAlgorithmPython - 0f9a3c19377d74cb48ba27c46c06eb3b8ec76ab3 authored over 1 year ago by Ahmed Gad <[email protected]>
Use exist() from sys lib

github.com/ahmedfgad/GeneticAlgorithmPython - f1aa930871aac692d10dfdf0ba1e7a52ca4fa05b authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #192 from ahmedfgad/master

Merge master

github.com/ahmedfgad/GeneticAlgorithmPython - ace7e652eafd6cb890f44c9f281e17a3707a0863 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge

github.com/ahmedfgad/GeneticAlgorithmPython - 4e834a851a10c3809962905143ae3739273954d2 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #191 from ahmedfgad/github-actions

GitHub actions

github.com/ahmedfgad/GeneticAlgorithmPython - 71747710bb274a66fe2aea885ebfb16ea2b96c49 authored over 1 year ago by Ahmed Gad <[email protected]>
USe f-string instead of format()

github.com/ahmedfgad/GeneticAlgorithmPython - 431b81a51a2544a7f7cb49da76ac0f5cca2fc38b authored over 1 year ago by Ahmed Gad <[email protected]>
USe f-string instead of format()

github.com/ahmedfgad/GeneticAlgorithmPython - 61809c7c590a242bc3f4d4ee63b5e03ad24fcea8 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #190 from ahmedfgad/master

Most recent repo

github.com/ahmedfgad/GeneticAlgorithmPython - 977acdaf553eed3f8c0f01e720a1756c2b6d79a9 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge pull request #189 from KelvinChung2000/update_fstring

Formatting the strings using f-string instead of the format() method.

In the __init__() of th...

github.com/ahmedfgad/GeneticAlgorithmPython - fcca50cab09b34ca22a7618ae6893cf0dd9e6f63 authored over 1 year ago by Ahmed Gad <[email protected]>
logging all exception at the except point

github.com/ahmedfgad/GeneticAlgorithmPython - 22e353df25c3176c86dd910eafc16efb56be1a1a authored over 1 year ago by King Lok Chung <[email protected]>
Test using different Python versions

github.com/ahmedfgad/GeneticAlgorithmPython - f54cc16dd472e74957bc36ea8ca5a37e9af93d53 authored over 1 year ago by Ahmed Gad <[email protected]>
Test using Python 3.7

github.com/ahmedfgad/GeneticAlgorithmPython - f1b697d113dea0585ac78cbd0a9de6892c5aabb9 authored over 1 year ago by Ahmed Gad <[email protected]>
Test using Python 3.6

github.com/ahmedfgad/GeneticAlgorithmPython - d49758fa2d19d57c0845937f55a79995f9f29821 authored over 1 year ago by Ahmed Gad <[email protected]>
Test using Python 3.5

github.com/ahmedfgad/GeneticAlgorithmPython - 9f3665b826025d958348a4c934d31f44bba2e43d authored over 1 year ago by Ahmed Gad <[email protected]>
Test using Python 3.5

github.com/ahmedfgad/GeneticAlgorithmPython - 3ef1a9d5aab420dc46508ae32a0ab62f97f26a44 authored over 1 year ago by Ahmed Gad <[email protected]>
Test using Python 3.5

github.com/ahmedfgad/GeneticAlgorithmPython - 6188034a3b638df926dd0a6c879b2104342d9d88 authored over 1 year ago by Ahmed Gad <[email protected]>
update formatting to pep8

github.com/ahmedfgad/GeneticAlgorithmPython - 866fc457047ef7759bbc6ee53a9dbf3320ff53b6 authored over 1 year ago by King Lok Chung <[email protected]>
Changing all the string to fstring

github.com/ahmedfgad/GeneticAlgorithmPython - d2d9b7ac2441b0914640835ad5e28e4c0b0d73c5 authored over 1 year ago by King Lok Chung <[email protected]>
Merge pull request #187 from ahmedfgad/github-actions

GitHub Actions Workflows and new additions

github.com/ahmedfgad/GeneticAlgorithmPython - b028c2fcf378a66a827db7d77df0087154378c37 authored over 1 year ago by Ahmed Gad <[email protected]>
Test lifecycle without crossover & mutation

github.com/ahmedfgad/GeneticAlgorithmPython - d8b637209401f1e3d56cec38bf74bc30ab21fe88 authored over 1 year ago by Ahmed Gad <[email protected]>
Fixes and more tests

github.com/ahmedfgad/GeneticAlgorithmPython - 2f139d3e2c226ce4ccb5cdea37f695c7b549527f authored over 1 year ago by Ahmed Gad <[email protected]>
Fixes and more tests

github.com/ahmedfgad/GeneticAlgorithmPython - 6b941522548559f389b84e6487ea749eff49a9d7 authored over 1 year ago by Ahmed Gad <[email protected]>
More tests

github.com/ahmedfgad/GeneticAlgorithmPython - 1c446922c1434fd3c8adc3107ed45d615fafe5f3 authored over 1 year ago by Ahmed Gad <[email protected]>
Refactoring the code

github.com/ahmedfgad/GeneticAlgorithmPython - 19be8b0f38b00a8d85191a9c248c92464dc1a1a4 authored over 1 year ago by Ahmed Gad <[email protected]>
Refactor unique.py

github.com/ahmedfgad/GeneticAlgorithmPython - 160a8365d0ba6dcda32774409fd55c4430ed0c53 authored over 1 year ago by Ahmed Gad <[email protected]>
Solve duplicates deeply

github.com/ahmedfgad/GeneticAlgorithmPython - 66ec89550edafb1f8f76aa46e09c694814db6df2 authored over 1 year ago by Ahmed Gad <[email protected]>
Change test file name

github.com/ahmedfgad/GeneticAlgorithmPython - d7747697badcb8dc3dd578de241a42247683caaa authored over 1 year ago by Ahmed Gad <[email protected]>
Test number of callbacks calls

github.com/ahmedfgad/GeneticAlgorithmPython - 262463ee85259cc167cd3935ea331004bf3fcbe1 authored over 1 year ago by Ahmed Gad <[email protected]>
Update the version

github.com/ahmedfgad/GeneticAlgorithmPython - 6e19c042127adb4098d022660679175f6c7d8c94 authored over 1 year ago by Ahmed Gad <[email protected]>
Build and install PyGAD in Actions Workflow

github.com/ahmedfgad/GeneticAlgorithmPython - b3d55d27c751dd986e39d536efc25126445b70dd authored over 1 year ago by Ahmed Gad <[email protected]>
Running tests on github-actions branch

github.com/ahmedfgad/GeneticAlgorithmPython - 36b7bc3126123dd15f79180fa50cde38da0a7fa7 authored over 1 year ago by Ahmed Gad <[email protected]>
Running tests using GitHub Actions

github.com/ahmedfgad/GeneticAlgorithmPython - 44cf9fb997c270f2749f1bcaf931d3801186af31 authored over 1 year ago by Ahmed Gad <[email protected]>
PyTest metadata

github.com/ahmedfgad/GeneticAlgorithmPython - c96411865f117a2ed9bf12389dd95e9377bf4888 authored over 1 year ago by Ahmed Gad <[email protected]>
Merge remote-tracking branch 'origin/master' into github-actions

github.com/ahmedfgad/GeneticAlgorithmPython - aca9f54129d29293fda4296406f7baba5eb66f74 authored over 1 year ago by Ahmed Gad <[email protected]>