AutoXplainAI


NameAutoXplainAI JSON
Version 0.1.0 PyPI version JSON
download
home_pagehttps://github.com/yourusername/autoxplainai
SummaryAn Automatic Model Explanation Framework
upload_time2025-01-20 20:00:18
maintainerNone
docs_urlNone
authorYour Name
requires_python>=3.7
licenseNone
keywords
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # AutoXplainAI

AutoXplainAI is an Automatic Model Explanation Framework that simplifies the process of interpreting machine learning models. It provides tools for generating explanations and visualizing them in an intuitive way.

## Features
- Automatic generation of model explanations
- Visualization of feature importances
- Support for multiple explanation methods

## Installation
```
pip install autoxplainai
```

## Usage
```python
from autoxplainai.explainer import Explainer
explainer = Explainer(model)
explanations = explainer.explain(X_test)
```

            

Raw data

            {
    "_id": null,
    "home_page": "https://github.com/yourusername/autoxplainai",
    "name": "AutoXplainAI",
    "maintainer": null,
    "docs_url": null,
    "requires_python": ">=3.7",
    "maintainer_email": null,
    "keywords": null,
    "author": "Your Name",
    "author_email": "your.email@example.com",
    "download_url": "https://files.pythonhosted.org/packages/d9/bb/5b8b484313ad938d0387830a8a29e90a63775466c3f483edc1263fea63b5/autoxplainai-0.1.0.tar.gz",
    "platform": null,
    "description": "# AutoXplainAI\r\n\r\nAutoXplainAI is an Automatic Model Explanation Framework that simplifies the process of interpreting machine learning models. It provides tools for generating explanations and visualizing them in an intuitive way.\r\n\r\n## Features\r\n- Automatic generation of model explanations\r\n- Visualization of feature importances\r\n- Support for multiple explanation methods\r\n\r\n## Installation\r\n```\r\npip install autoxplainai\r\n```\r\n\r\n## Usage\r\n```python\r\nfrom autoxplainai.explainer import Explainer\r\nexplainer = Explainer(model)\r\nexplanations = explainer.explain(X_test)\r\n```\r\n",
    "bugtrack_url": null,
    "license": null,
    "summary": "An Automatic Model Explanation Framework",
    "version": "0.1.0",
    "project_urls": {
        "Homepage": "https://github.com/yourusername/autoxplainai"
    },
    "split_keywords": [],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "cf8eba7275b01f4d6a8bca4fc547b200eea9e4f0db3a45207e4b379d363031ac",
                "md5": "9ad9dcb09cc20a0f2863d6e056e2afff",
                "sha256": "0597b3bd8798e48f693ab1e08e9bf76b8bcbd492cbc73d623d392e2e21602a61"
            },
            "downloads": -1,
            "filename": "AutoXplainAI-0.1.0-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "9ad9dcb09cc20a0f2863d6e056e2afff",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.7",
            "size": 3468,
            "upload_time": "2025-01-20T20:00:15",
            "upload_time_iso_8601": "2025-01-20T20:00:15.915971Z",
            "url": "https://files.pythonhosted.org/packages/cf/8e/ba7275b01f4d6a8bca4fc547b200eea9e4f0db3a45207e4b379d363031ac/AutoXplainAI-0.1.0-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "d9bb5b8b484313ad938d0387830a8a29e90a63775466c3f483edc1263fea63b5",
                "md5": "d7ac52825237161b7b809a4effaada8c",
                "sha256": "bf6f01c9b62cad80354b8c0e4fc6135e6d681230064e17ad337239b03dd7f75d"
            },
            "downloads": -1,
            "filename": "autoxplainai-0.1.0.tar.gz",
            "has_sig": false,
            "md5_digest": "d7ac52825237161b7b809a4effaada8c",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.7",
            "size": 2505,
            "upload_time": "2025-01-20T20:00:18",
            "upload_time_iso_8601": "2025-01-20T20:00:18.090427Z",
            "url": "https://files.pythonhosted.org/packages/d9/bb/5b8b484313ad938d0387830a8a29e90a63775466c3f483edc1263fea63b5/autoxplainai-0.1.0.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2025-01-20 20:00:18",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "yourusername",
    "github_project": "autoxplainai",
    "github_not_found": true,
    "lcname": "autoxplainai"
}
        
Elapsed time: 2.64595s