{"repo":"ahmedfgad/GeneticAlgorithmPython","free":true,"listed":false,"github":"https://github.com/ahmedfgad/GeneticAlgorithmPython","clone":"git clone https://github.com/ahmedfgad/GeneticAlgorithmPython.git","description":"Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).","language":"Python","stars":2221,"topics":["python","genetic-algorithm","optimization","numpy","pygad","pygad-documentation","neural-networks","machine-learning","deep-learning","evolutionary-algorithms"],"license":"BSD-3-Clause","category":"machine-learning","readme_excerpt":"PyGAD: Genetic Algorithm in Python PyGAD is an open-source, easy-to-use Python 3 library for building the genetic algorithm and optimizing machine learning algorithms. It supports Keras and PyTorch, and it can optimize both single-objective and multi-objective problems. Try Vilvik, a free cloud-based tool powered by PyGAD. It makes optimization easier by reducing or removing the need for coding, and it shows helpful visualizations. Run PyGAD in the cloud with Vilvik: push your PyGAD problem to Vilvik, let it run in the cloud, and get the results back. Push your PyGAD problem to Vilvik and run it in the cloud. To get started, follow this tutorial: Push your PyGAD problem to Vilvik in 10 minutes. Read the PyGAD documentation. PyGAD supports different types of crossover, mutation, and parent selection. It lets you optimize many types of problems with the genetic algorithm by writing your own fitness function. The library is under active development and more features are added regularly. If you want a feature to be supported, please check the Contact Us section to send a request. Donation Open Collective: opencollective.com/pygad PayPal: Use either this link: paypal.me/ahmedfgad or the e-mail address ahmed.f.gad@gmail.com Interac e-Transfer: Use e-mail address ahmed.f.gad@gmail.com Installation To install PyGAD, use pip to download and install the library from PyPI (Python Package Index). The library is available on PyPI at this page: https://pypi.org/project/pygad. Install PyGAD","default_branch":null,"files":null,"tree":[],"storefront":"/r/ahmedfgad","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ahmedfgad/GeneticAlgorithmPython/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}