| Name | gatree JSON |
| Version |
0.1.3
JSON |
| download |
| home_page | |
| Summary | |
| upload_time | 2024-01-13 11:50:13 |
| maintainer | |
| docs_url | None |
| author | Tadej Lahovnik |
| requires_python | >=3.9,<4.0 |
| license | |
| keywords |
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
# GATree
[](https://github.com/lahovniktadej/gatree/actions/workflows/test.yml)
[](https://gatree.readthedocs.io/en/latest/?badge=latest)
* **Free software:** MIT license
* **Documentation**: [http://gatree.readthedocs.io](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:
```bash
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!
Raw data
{
"_id": null,
"home_page": "",
"name": "gatree",
"maintainer": "",
"docs_url": null,
"requires_python": ">=3.9,<4.0",
"maintainer_email": "",
"keywords": "",
"author": "Tadej Lahovnik",
"author_email": "tadej.lahovnik@student.um.si",
"download_url": "https://files.pythonhosted.org/packages/33/02/a52aa413b6989f8477a78da961d9ea1c4b353547afa6249819afe6f38858/gatree-0.1.3.tar.gz",
"platform": null,
"description": "# GATree\n[](https://github.com/lahovniktadej/gatree/actions/workflows/test.yml)\n[](https://gatree.readthedocs.io/en/latest/?badge=latest)\n\n\n\n\n* **Free software:** MIT license\n* **Documentation**: [http://gatree.readthedocs.io](http://gatree.readthedocs.io)\n* **Python**: 3.9.x, 3.10.x\n* **Operating systems**: Windows, Ubuntu, macOS\n\n## About \ud83d\udccb\nGATree 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. \ud83c\udf32\ud83e\uddec\n\nThe 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. \ud83d\ude80\ud83c\udf3f\n\n## Installation\n### pip\nTo install GATree using pip, run the following command:\n```bash\npip install gatree\n```\n\n## License\nThis package is distributed under the MIT License. This license can be found online at <http://www.opensource.org/licenses/MIT>.\n\n## Disclaimer\nThis 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!",
"bugtrack_url": null,
"license": "",
"summary": "",
"version": "0.1.3",
"project_urls": null,
"split_keywords": [],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "29ff352b349ac74d99d5ac0cb7f49b83fa38e114459ce57b410c8362230f7eba",
"md5": "4cc85741676e1635a6dc654ef2892748",
"sha256": "02c100781c288c9e23a70395c7f4a446c98b444559a9de7ffe522cae137a542d"
},
"downloads": -1,
"filename": "gatree-0.1.3-py3-none-any.whl",
"has_sig": false,
"md5_digest": "4cc85741676e1635a6dc654ef2892748",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.9,<4.0",
"size": 12702,
"upload_time": "2024-01-13T11:50:11",
"upload_time_iso_8601": "2024-01-13T11:50:11.573452Z",
"url": "https://files.pythonhosted.org/packages/29/ff/352b349ac74d99d5ac0cb7f49b83fa38e114459ce57b410c8362230f7eba/gatree-0.1.3-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "3302a52aa413b6989f8477a78da961d9ea1c4b353547afa6249819afe6f38858",
"md5": "6bbcbc6bdde3047957474bc46154aa42",
"sha256": "7f64e7266b42f24f30bc8435afacce488ae30ef6e8cca5932591397612685287"
},
"downloads": -1,
"filename": "gatree-0.1.3.tar.gz",
"has_sig": false,
"md5_digest": "6bbcbc6bdde3047957474bc46154aa42",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.9,<4.0",
"size": 10451,
"upload_time": "2024-01-13T11:50:13",
"upload_time_iso_8601": "2024-01-13T11:50:13.360050Z",
"url": "https://files.pythonhosted.org/packages/33/02/a52aa413b6989f8477a78da961d9ea1c4b353547afa6249819afe6f38858/gatree-0.1.3.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-01-13 11:50:13",
"github": false,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"lcname": "gatree"
}
