pygad
PyGAD: A Python Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install pygad
Dependencies
Releases
| Version | Released | Bullseye Python 3.9 |
Bookworm Python 3.11 |
Trixie Python 3.13 |
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| 3.5.0 | 2025-07-09 | ||||
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| 3.4.0 | 2025-01-07 | ||||
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| 3.3.1 | 2024-02-17 | ||||
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| 3.3.0 | 2024-01-29 | ||||
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| 3.2.0 | 2023-09-08 | ||||
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| 3.1.0 | 2023-06-20 | ||||
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| 3.0.1 | 2023-04-20 | ||||
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| 3.0.0 | 2023-04-08 | ||||
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| 2.19.2 | 2023-02-23 | ||||
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| 2.19.1 | 2023-02-22 | ||||
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| 2.19.0 | 2023-02-22 | ||||
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| 2.18.3 | 2023-02-14 | ||||
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| 2.18.2 | 2023-02-14 | ||||
| 2.18.1 | 2022-09-19 | ||||
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| 2.18.0 | 2022-09-09 | ||||
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| 2.17.0 | 2022-07-08 | ||||
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| 2.16.3 | 2022-02-03 | ||||
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| 2.16.2 | 2022-02-03 | ||||
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| 2.16.1 | 2021-09-29 | ||||
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| 2.16.0 | 2021-06-20 | ||||
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| 2.15.2 | 2021-06-18 | ||||
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| 2.15.1 | 2021-06-18 | ||||
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| 2.15.0 | 2021-06-18 | ||||
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| 2.14.3 | 2021-06-06 | ||||
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| 2.14.2 | 2021-05-27 | ||||
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| 2.14.1 | 2021-05-19 | ||||
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| 2.14.0 | 2021-05-19 | ||||
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| 2.13.0 | 2021-03-13 | ||||
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| 2.12.0 | 2021-02-20 | ||||
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| 2.11.0 | 2021-02-16 | ||||
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| 2.10.2 | 2021-01-15 | ||||
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| 2.10.1 | 2021-01-11 | ||||
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| 2.10.0 | 2021-01-03 | ||||
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| 2.9.0 | 2020-12-05 | ||||
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| 2.8.1 | 2020-10-03 | ||||
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| 2.8.0 | 2020-09-20 | ||||
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| 2.7.2 | 2020-09-14 | ||||
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| 2.7.1 | 2020-09-11 | ||||
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| 2.7.0 | 2020-09-11 | ||||
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| 2.6.0 | 2020-08-06 | ||||
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| 2.5.0 | 2020-07-19 | ||||
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| 2.4.0 | 2020-07-05 | ||||
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| 2.3.0 | 2020-06-01 | ||||
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| 2.2.2 | 2020-05-18 | ||||
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| 2.2.1 | 2020-05-17 | ||||
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| 2.2.0 | 2020-05-17 | ||||
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| 2.1.0 | 2020-05-14 | ||||
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| 2.0.0 | 2020-05-13 | ||||
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| 1.0.20 | 2020-05-09 | ||||
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| 1.0.19 | 2020-05-04 | ||||
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| 1.0.18 | 2020-05-04 | ||||
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| 1.0.17 | 2020-04-17 | ||||
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| 1.0.16 | 2020-04-16 | ||||
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| 1.0.15 | 2020-04-16 | ||||
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