langspace

Name	langspace JSON
Version	0.1.4 JSON
	download
home_page	None
Summary	LangSpace: Probing Large Language VAEs made simple
upload_time	2024-05-18 17:27:28
maintainer	None
docs_url	None
author	['Danilo S. Carvalho', 'Yingji Zhang']
requires_python	>=3.9
license	None
keywords	probing vae llm generative nlp
VCS
bugtrack_url
requirements	torch numpy transformers pandas scipy pot yellowbrick langvae saf-nlp saf-datasets
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # LangSpace: Probing Large Language VAEs made simple

LangSpace is a Python library for evaluating and probing language models using Variational Autoencoders (VAEs). It provides an easy-to-use interface to perform a variety of analises on pretrained [LangVAE](https://github.com/neuro-symbolic-ai/LangVAE) models.

## Installation

To install LangSpace, simply run:

```bash
pip install langspace
```

This will install all necessary dependencies and set up the package for use in your Python projects.

## Usage

TBC


## License

LangVAE is licensed under the GPLv3 License. See the LICENSE file for details.

            

Raw data

            {
    "_id": null,
    "home_page": null,
    "name": "langspace",
    "maintainer": null,
    "docs_url": null,
    "requires_python": ">=3.9",
    "maintainer_email": null,
    "keywords": "probing, vae, llm, generative, nlp",
    "author": "['Danilo S. Carvalho', 'Yingji Zhang']",
    "author_email": "\"Danilo S. Carvalho\" <danilo.carvalho@manchester.ac.uk>, Yingji Zhang <yingji.zhang@postgrad.manchester.ac.uk>",
    "download_url": "https://files.pythonhosted.org/packages/ef/f7/bdaf74e24faea74310f78cd1012c3c4061e437a9d80aade993f45b45b35b/langspace-0.1.4.tar.gz",
    "platform": null,
    "description": "# LangSpace: Probing Large Language VAEs made simple\n\nLangSpace is a Python library for evaluating and probing language models using Variational Autoencoders (VAEs). It provides an easy-to-use interface to perform a variety of analises on pretrained [LangVAE](https://github.com/neuro-symbolic-ai/LangVAE) models.\n\n## Installation\n\nTo install LangSpace, simply run:\n\n```bash\npip install langspace\n```\n\nThis will install all necessary dependencies and set up the package for use in your Python projects.\n\n## Usage\n\nTBC\n\n\n## License\n\nLangVAE is licensed under the GPLv3 License. See the LICENSE file for details.\n",
    "bugtrack_url": null,
    "license": null,
    "summary": "LangSpace: Probing Large Language VAEs made simple",
    "version": "0.1.4",
    "project_urls": {
        "Homepage": "https://github.com/neuro-symbolic-ai/LangSpace",
        "Issues": "https://github.com/neuro-symbolic-ai/LangSpace/issues"
    },
    "split_keywords": [
        "probing",
        " vae",
        " llm",
        " generative",
        " nlp"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "acdad0402557da11f7388432c6f84f62def5a911acc33dbdf3c51b5ad64e265b",
                "md5": "9c26f9100efa1083e24e80d2acebc373",
                "sha256": "e88d2e6d4c7c78a626d81e51d5b47b2b46f35b642948b2b3829034266124745c"
            },
            "downloads": -1,
            "filename": "langspace-0.1.4-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "9c26f9100efa1083e24e80d2acebc373",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.9",
            "size": 33127,
            "upload_time": "2024-05-18T17:27:26",
            "upload_time_iso_8601": "2024-05-18T17:27:26.053478Z",
            "url": "https://files.pythonhosted.org/packages/ac/da/d0402557da11f7388432c6f84f62def5a911acc33dbdf3c51b5ad64e265b/langspace-0.1.4-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "eff7bdaf74e24faea74310f78cd1012c3c4061e437a9d80aade993f45b45b35b",
                "md5": "b73da6ec623b103d6b1a53c9687f531b",
                "sha256": "cd69d43e721ccbf2718fa9d639bf788b9b88ac38c3a5c563b6b5395e31c126dd"
            },
            "downloads": -1,
            "filename": "langspace-0.1.4.tar.gz",
            "has_sig": false,
            "md5_digest": "b73da6ec623b103d6b1a53c9687f531b",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.9",
            "size": 28198,
            "upload_time": "2024-05-18T17:27:28",
            "upload_time_iso_8601": "2024-05-18T17:27:28.219161Z",
            "url": "https://files.pythonhosted.org/packages/ef/f7/bdaf74e24faea74310f78cd1012c3c4061e437a9d80aade993f45b45b35b/langspace-0.1.4.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2024-05-18 17:27:28",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "neuro-symbolic-ai",
    "github_project": "LangSpace",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": false,
    "requirements": [
        {
            "name": "torch",
            "specs": []
        },
        {
            "name": "numpy",
            "specs": []
        },
        {
            "name": "transformers",
            "specs": []
        },
        {
            "name": "pandas",
            "specs": []
        },
        {
            "name": "scipy",
            "specs": []
        },
        {
            "name": "pot",
            "specs": []
        },
        {
            "name": "yellowbrick",
            "specs": []
        },
        {
            "name": "langvae",
            "specs": []
        },
        {
            "name": "saf-nlp",
            "specs": []
        },
        {
            "name": "saf-datasets",
            "specs": []
        }
    ],
    "lcname": "langspace"
}