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Copy file name to clipboardExpand all lines: README.md
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#PyGAD: Genetic Algorithm in Python
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#PyGAD:Genetic Algorithm in Python
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[This project](https://github.com/ahmedfgad/GeneticAlgorithmPython) is part of[PyGAD](https://pypi.org/project/pygad)whichis an open-source Python 3 library for building the genetic algorithm and optimizing machine learning algorithms (Keras& PyTorch).
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[PyGAD](https://pypi.org/project/pygad) is an open-sourceeasy-to-usePython 3 library for building the genetic algorithm and optimizing machine learning algorithms. It supportsKerasand PyTorch.
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Check documentation of the[GeneticAlgorithmPython](https://github.com/ahmedfgad/GeneticAlgorithmPython) project in the PyGAD's documentation:https://pygad.readthedocs.io/en/latest/README_pygad_ReadTheDocs.html
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Check documentation of the[PyGAD](https://pygad.readthedocs.io/en/latest).
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To donate using PayPal, use either this link:[paypal.me/ahmedfgad](https://paypal.me/ahmedfgad) or the e-mail addressahmed.f.gad@gmail.com.
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#Tutorial Project
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**IMPORTANT** If you are coming for the code of the tutorial titled[**Genetic Algorithm Implementation in Python**](https://www.linkedin.com/pulse/genetic-algorithm-implementation-python-ahmed-gad), then it has been moved to the[Tutorial Project](https://github.com/ahmedfgad/GeneticAlgorithmPython/tree/master/Tutorial Project) directory on 06 May 2020.
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#Installation
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To install[PyGAD](https://pypi.org/project/pygad), simply use pip to download and install the library from[PyPI](https://pypi.org/project/pygad) (Python Package Index). The library lives a PyPI at this pagehttps://pypi.org/project/pygad.
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Install PyGAD with the following command:
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```python
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pip3 install pygad
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pip install pygad
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```
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PyGAD is developed in Python 3.7.3 and depends on NumPy for creating and manipulating arrays and Matplotlib for creating figures. The exact NumPy version used in developing PyGAD is 1.16.4. For Matplotlib, the version is 3.1.0.