| Name | boruta-shap-min JSON |
| Version |
0.1.3
JSON |
| download |
| home_page | None |
| Summary | Minimal version of BorutaShap |
| upload_time | 2024-12-30 02:05:22 |
| maintainer | None |
| docs_url | None |
| author | Eoghan Keany |
| requires_python | <4.0,>=3.11 |
| license | None |
| keywords |
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
This project is derived from Eoghan Keany's Boruta-Shap project:
Eoghan Keany. (2020). BorutaShap : A wrapper feature selection method which combines the Boruta feature selection algorithm with Shapley values. (1.1). Zenodo. https://doi.org/10.5281/zenodo.4247618
The original project can be found at
https://github.com/Ekeany/Boruta-Shap
This version
- Removes the examples and notebooks to reduce dependencies
- Adds a Poetry file for dependency management
- Makes numerous PEP8 changes
- Rearranges the directory structure
- Removed catboost to allow more recent numpy
- Adds some additional tests
The original project was released under the MIT license. This project is also released under the MIT license.
In the unlikely event you have issues with this package, please contact me at the email address
in the poetry file.
Raw data
{
"_id": null,
"home_page": null,
"name": "boruta-shap-min",
"maintainer": null,
"docs_url": null,
"requires_python": "<4.0,>=3.11",
"maintainer_email": null,
"keywords": null,
"author": "Eoghan Keany",
"author_email": null,
"download_url": "https://files.pythonhosted.org/packages/2d/78/0a08b72c78ee8cb05bd7f7e315de96dd1d6e6674c84f1ad8fc2798a8b9dc/boruta_shap_min-0.1.3.tar.gz",
"platform": null,
"description": "This project is derived from Eoghan Keany's Boruta-Shap project:\n \nEoghan Keany. (2020). BorutaShap : A wrapper feature selection method which combines the Boruta feature selection algorithm with Shapley values. (1.1). Zenodo. https://doi.org/10.5281/zenodo.4247618\n\nThe original project can be found at\n\n https://github.com/Ekeany/Boruta-Shap\n\n\nThis version\n - Removes the examples and notebooks to reduce dependencies\n - Adds a Poetry file for dependency management\n - Makes numerous PEP8 changes\n - Rearranges the directory structure\n - Removed catboost to allow more recent numpy\n - Adds some additional tests\n\nThe original project was released under the MIT license. This project is also released under the MIT license.\n\nIn the unlikely event you have issues with this package, please contact me at the email address\nin the poetry file.\n\n",
"bugtrack_url": null,
"license": null,
"summary": "Minimal version of BorutaShap",
"version": "0.1.3",
"project_urls": null,
"split_keywords": [],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "6805eec0845cebdffbd4c1f176d44fe6343072b913cfc237f6725da365efffca",
"md5": "d5c8e5511708af58843b8184c2ff4505",
"sha256": "fc85a3754fbdbfe83a0cf0b6ed34c74441924b6eaf4bf489b9266d04d3add942"
},
"downloads": -1,
"filename": "boruta_shap_min-0.1.3-py3-none-any.whl",
"has_sig": false,
"md5_digest": "d5c8e5511708af58843b8184c2ff4505",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": "<4.0,>=3.11",
"size": 10819,
"upload_time": "2024-12-30T02:05:18",
"upload_time_iso_8601": "2024-12-30T02:05:18.718995Z",
"url": "https://files.pythonhosted.org/packages/68/05/eec0845cebdffbd4c1f176d44fe6343072b913cfc237f6725da365efffca/boruta_shap_min-0.1.3-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "2d780a08b72c78ee8cb05bd7f7e315de96dd1d6e6674c84f1ad8fc2798a8b9dc",
"md5": "4fd4508c3e4e37df38c1a5b1061bbaea",
"sha256": "3299ae595277bbbe300e43c186c23b359044fc0a4d21ac0ffed760223de07b33"
},
"downloads": -1,
"filename": "boruta_shap_min-0.1.3.tar.gz",
"has_sig": false,
"md5_digest": "4fd4508c3e4e37df38c1a5b1061bbaea",
"packagetype": "sdist",
"python_version": "source",
"requires_python": "<4.0,>=3.11",
"size": 10796,
"upload_time": "2024-12-30T02:05:22",
"upload_time_iso_8601": "2024-12-30T02:05:22.317049Z",
"url": "https://files.pythonhosted.org/packages/2d/78/0a08b72c78ee8cb05bd7f7e315de96dd1d6e6674c84f1ad8fc2798a8b9dc/boruta_shap_min-0.1.3.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-12-30 02:05:22",
"github": false,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"lcname": "boruta-shap-min"
}
