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Project description
GATree
- Free software: MIT license
- Documentation: http://gatree.readthedocs.io
- Python: 3.9.x, 3.10.x
- Operating systems: Windows, Ubuntu, macOS
About 📋
GATree is a Python library designed for implementing generative decision trees using a genetic algorithm approach. The library provides functionalities for selection, mutation, and crossover operations within the decision tree structure, allowing users to evolve and optimize decision trees for various classification tasks. 🌲🧬
The library's core objective is to empower users in creating and fine-tuning decision trees through an evolutionary process, opening avenues for innovative approaches to classification problems. GATree enables the dynamic growth and adaptation of decision trees, offering a flexible and powerful tool for machine learning enthusiasts and practitioners. 🚀🌿
Installation
pip
To install GATree using pip, run the following command:
pip install gatree
License
This package is distributed under the MIT License. This license can be found online at http://www.opensource.org/licenses/MIT.
Disclaimer
This framework is provided as-is, and there are no guarantees that it fits your purposes or that it is bug-free. Use it at your own risk!
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