symphony-fairvis


Namesymphony-fairvis JSON
Version 1.0.2 PyPI version JSON
download
home_pagehttps://github.com/apple/ml-symphony
SummaryA Symphony component to investigate fairness scores of subgroups
upload_time2023-08-08 22:02:51
maintainer
docs_urlNone
authorApple
requires_python>=3.6
licenseApple Sample Code License
keywords jupyter widgets ipython
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # SymphonyFairVis

A component that can compare subgroups of data across different metrics, originally introduced to address machine learning fairness problems.
The component is based on the `ClassificationSpec`, but requires as additional arguments:

- `prediction_column`
- `label_column`

## Installation

```bash
pip install symphony_fairvis
```

## Usage

To learn how to use Symphony, see the [documentation](https://apple.github.io/ml-symphony/).

## Development

To learn about how to build Symphony from source and how to contribute to the framework, please look at [CONTRIBUTING.md](../CONTRIBUTING.md) and the [development documentation](https://apple.github.io/ml-symphony/contributing.html).

            

Raw data

            {
    "_id": null,
    "home_page": "https://github.com/apple/ml-symphony",
    "name": "symphony-fairvis",
    "maintainer": "",
    "docs_url": null,
    "requires_python": ">=3.6",
    "maintainer_email": "",
    "keywords": "Jupyter,Widgets,IPython",
    "author": "Apple",
    "author_email": "dnikit-symphony-oss@group.apple.com",
    "download_url": "https://files.pythonhosted.org/packages/d7/cb/4fe297628446e4edbc4c31a4356d19743cde93991fa36a6b4ae5ddb437a2/symphony_fairvis-1.0.2.tar.gz",
    "platform": "Linux",
    "description": "# SymphonyFairVis\n\nA component that can compare subgroups of data across different metrics, originally introduced to address machine learning fairness problems.\nThe component is based on the `ClassificationSpec`, but requires as additional arguments:\n\n- `prediction_column`\n- `label_column`\n\n## Installation\n\n```bash\npip install symphony_fairvis\n```\n\n## Usage\n\nTo learn how to use Symphony, see the [documentation](https://apple.github.io/ml-symphony/).\n\n## Development\n\nTo learn about how to build Symphony from source and how to contribute to the framework, please look at [CONTRIBUTING.md](../CONTRIBUTING.md) and the [development documentation](https://apple.github.io/ml-symphony/contributing.html).\n",
    "bugtrack_url": null,
    "license": "Apple Sample Code License",
    "summary": "A Symphony component to investigate fairness scores of subgroups",
    "version": "1.0.2",
    "project_urls": {
        "Homepage": "https://github.com/apple/ml-symphony"
    },
    "split_keywords": [
        "jupyter",
        "widgets",
        "ipython"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "485e2f2276133df6e511ca104ffc43f6373381cc9da661c62188d9da451b2520",
                "md5": "870d5447f6b1dda9bfa2dcb87250b37a",
                "sha256": "543709037afcccb5633599b21f83733ccbffa7c239fc8e67e6e7947f51a630c6"
            },
            "downloads": -1,
            "filename": "symphony_fairvis-1.0.2-py2.py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "870d5447f6b1dda9bfa2dcb87250b37a",
            "packagetype": "bdist_wheel",
            "python_version": "py2.py3",
            "requires_python": ">=3.6",
            "size": 10865544,
            "upload_time": "2023-08-08T22:02:47",
            "upload_time_iso_8601": "2023-08-08T22:02:47.606032Z",
            "url": "https://files.pythonhosted.org/packages/48/5e/2f2276133df6e511ca104ffc43f6373381cc9da661c62188d9da451b2520/symphony_fairvis-1.0.2-py2.py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "d7cb4fe297628446e4edbc4c31a4356d19743cde93991fa36a6b4ae5ddb437a2",
                "md5": "8d1ef02449971760b83a65795a7f2ac7",
                "sha256": "4f44e56fc53a5c83bd22e71ac212c2a75500dd22b855b189d2459682b86989f4"
            },
            "downloads": -1,
            "filename": "symphony_fairvis-1.0.2.tar.gz",
            "has_sig": false,
            "md5_digest": "8d1ef02449971760b83a65795a7f2ac7",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.6",
            "size": 6015715,
            "upload_time": "2023-08-08T22:02:51",
            "upload_time_iso_8601": "2023-08-08T22:02:51.235462Z",
            "url": "https://files.pythonhosted.org/packages/d7/cb/4fe297628446e4edbc4c31a4356d19743cde93991fa36a6b4ae5ddb437a2/symphony_fairvis-1.0.2.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2023-08-08 22:02:51",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "apple",
    "github_project": "ml-symphony",
    "github_not_found": true,
    "lcname": "symphony-fairvis"
}
        
Elapsed time: 0.10862s