MDTerp


NameMDTerp JSON
Version 1.1.0 PyPI version JSON
download
home_pageNone
SummaryA python project for interpreting molecular dynamics trajectory metastable state classifications from machine-learning models
upload_time2025-08-03 06:40:50
maintainerNone
docs_urlNone
authorNone
requires_python>=3.8
licenseMIT License
keywords mdterp
VCS
bugtrack_url
requirements numpy scikit-learn scipy matplotlib
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # MDTerp


[![image](https://img.shields.io/pypi/v/MDTerp.svg)](https://pypi.python.org/pypi/MDTerp)
![MDTerp](./docs/MDTerp_logo.png)


**A python project for interpreting molecular dynamics trajectory metastable state classifications from machine-learning models**


-   Free software: MIT License
-   Documentation: https://shams-mehdi.github.io/MDTerp
    

## Features

-   Scans blackbox AI classifier models trained on MD data for feature importance.

## Demos

-   [Notebook 1](docs/examples/MDTerp_demo1.ipynb)
-   [Notebook 2](docs/examples/MDTerp_demo2.ipynb)

            

Raw data

            {
    "_id": null,
    "home_page": null,
    "name": "MDTerp",
    "maintainer": null,
    "docs_url": null,
    "requires_python": ">=3.8",
    "maintainer_email": null,
    "keywords": "MDTerp",
    "author": null,
    "author_email": "shams mehdi <shamsmehdi222@gmail.com>",
    "download_url": "https://files.pythonhosted.org/packages/56/32/32a423fa198aa8cc52a00372286f7d624a12e33c193bb2f02f166a08233b/mdterp-1.1.0.tar.gz",
    "platform": null,
    "description": "# MDTerp\n\n\n[![image](https://img.shields.io/pypi/v/MDTerp.svg)](https://pypi.python.org/pypi/MDTerp)\n![MDTerp](./docs/MDTerp_logo.png)\n\n\n**A python project for interpreting molecular dynamics trajectory metastable state classifications from machine-learning models**\n\n\n-   Free software: MIT License\n-   Documentation: https://shams-mehdi.github.io/MDTerp\n    \n\n## Features\n\n-   Scans blackbox AI classifier models trained on MD data for feature importance.\n\n## Demos\n\n-   [Notebook 1](docs/examples/MDTerp_demo1.ipynb)\n-   [Notebook 2](docs/examples/MDTerp_demo2.ipynb)\n",
    "bugtrack_url": null,
    "license": "MIT License",
    "summary": "A python project for interpreting molecular dynamics trajectory metastable state classifications from machine-learning models",
    "version": "1.1.0",
    "project_urls": {
        "Homepage": "https://github.com/shams-mehdi/MDTerp"
    },
    "split_keywords": [
        "mdterp"
    ],
    "urls": [
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "598c77747a55157f69da326f8b2fe7065b302572f7650913b37398ed14969e2b",
                "md5": "ab2a31254eb6a6b4292212de2203d57f",
                "sha256": "7cf61fb262f09b39e2a55062d163218174de198510d59935266c5752fd456dac"
            },
            "downloads": -1,
            "filename": "mdterp-1.1.0-py2.py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "ab2a31254eb6a6b4292212de2203d57f",
            "packagetype": "bdist_wheel",
            "python_version": "py2.py3",
            "requires_python": ">=3.8",
            "size": 15188,
            "upload_time": "2025-08-03T06:40:49",
            "upload_time_iso_8601": "2025-08-03T06:40:49.187800Z",
            "url": "https://files.pythonhosted.org/packages/59/8c/77747a55157f69da326f8b2fe7065b302572f7650913b37398ed14969e2b/mdterp-1.1.0-py2.py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": null,
            "digests": {
                "blake2b_256": "563232a423fa198aa8cc52a00372286f7d624a12e33c193bb2f02f166a08233b",
                "md5": "ad170a3ba19e93b2ad1000a29c9715d1",
                "sha256": "8608bbb9cf63e7236f42dad51924e8d118b4add94a07cb04f78b5d145bee946a"
            },
            "downloads": -1,
            "filename": "mdterp-1.1.0.tar.gz",
            "has_sig": false,
            "md5_digest": "ad170a3ba19e93b2ad1000a29c9715d1",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.8",
            "size": 1064716,
            "upload_time": "2025-08-03T06:40:50",
            "upload_time_iso_8601": "2025-08-03T06:40:50.324144Z",
            "url": "https://files.pythonhosted.org/packages/56/32/32a423fa198aa8cc52a00372286f7d624a12e33c193bb2f02f166a08233b/mdterp-1.1.0.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2025-08-03 06:40:50",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "shams-mehdi",
    "github_project": "MDTerp",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": true,
    "requirements": [
        {
            "name": "numpy",
            "specs": []
        },
        {
            "name": "scikit-learn",
            "specs": []
        },
        {
            "name": "scipy",
            "specs": []
        },
        {
            "name": "matplotlib",
            "specs": []
        }
    ],
    "lcname": "mdterp"
}
        
Elapsed time: 1.06418s