shapley


Nameshapley JSON
Version 1.0.2 PyPI version JSON
download
home_pagehttps://github.com/benedekrozemberczki/shapley
SummaryA general purpose library to quantify the value of classifiers in a machine learning ensemble.
upload_time2021-05-16 20:24:55
maintainer
docs_urlNone
authorBenedek Rozemberczki
requires_python
licenseMIT
keywords shapley random-forest data-science shap fairness ensemble expert-system explanability voting-classifier classifier machine-learning deep-learning deeplearning
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            
            

Raw data

            {
    "_id": null,
    "home_page": "https://github.com/benedekrozemberczki/shapley",
    "name": "shapley",
    "maintainer": "",
    "docs_url": null,
    "requires_python": "",
    "maintainer_email": "",
    "keywords": "shapley,random-forest,data-science,shap,fairness,ensemble,expert-system,explanability,voting-classifier,classifier,machine-learning,deep-learning,deeplearning",
    "author": "Benedek Rozemberczki",
    "author_email": "benedek.rozemberczki@gmail.com",
    "download_url": "https://files.pythonhosted.org/packages/09/3b/8f8da220a0bd1e13da6760d3ccbbe71c948b1ef7025038ca2c371faa44a5/shapley-1.0.2.tar.gz",
    "platform": "",
    "description": "",
    "bugtrack_url": null,
    "license": "MIT",
    "summary": "A general purpose library to quantify the value of classifiers in a machine learning ensemble.",
    "version": "1.0.2",
    "split_keywords": [
        "shapley",
        "random-forest",
        "data-science",
        "shap",
        "fairness",
        "ensemble",
        "expert-system",
        "explanability",
        "voting-classifier",
        "classifier",
        "machine-learning",
        "deep-learning",
        "deeplearning"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "8db1dccfadf802129d665bf6ccaa3d07",
                "sha256": "e7d7e7e20c52857e2715bc881a91c9b2ddc2ab9dd45ea94c9274ce053a1d214f"
            },
            "downloads": -1,
            "filename": "shapley-1.0.2.tar.gz",
            "has_sig": false,
            "md5_digest": "8db1dccfadf802129d665bf6ccaa3d07",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 6306,
            "upload_time": "2021-05-16T20:24:55",
            "upload_time_iso_8601": "2021-05-16T20:24:55.994501Z",
            "url": "https://files.pythonhosted.org/packages/09/3b/8f8da220a0bd1e13da6760d3ccbbe71c948b1ef7025038ca2c371faa44a5/shapley-1.0.2.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2021-05-16 20:24:55",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "github_user": null,
    "github_project": "benedekrozemberczki",
    "error": "Could not fetch GitHub repository",
    "lcname": "shapley"
}
        
Elapsed time: 0.23646s