| Name | type_infer JSON |
| Version |
0.0.20
JSON |
| download |
| home_page | None |
| Summary | Automated type inference for Machine Learning pipelines. |
| upload_time | 2024-04-22 14:17:28 |
| maintainer | None |
| docs_url | None |
| author | MindsDB Inc. |
| requires_python | <3.12,>=3.8 |
| license | GPL-3.0 |
| keywords |
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
# MindsDB Type Infer
<h1 align="center">
<img width="300" src="https://github.com/mindsdb/mindsdb_native/blob/stable/assets/MindsDBColorPurp@3x.png?raw=true" alt="MindsDB">
<br>
</h1>
<div align="center">
<a href="https://github.com/mindsdb/type_infer/actions/workflows/python-package.yml"><img src="https://github.com/mindsdb/type_infer/actions/workflows/python-package.yml/badge.svg?branch=stable" alt="Type Infer workflow"></a>
<a href="https://www.python.org/downloads/" target="_blank"><img src="https://img.shields.io/badge/python-3.8.x|%203.9.x-brightgreen.svg" alt="Python supported"></a>
<a href="https://badge.fury.io/py/type-infer"><img src="https://badge.fury.io/py/type-infer.svg" alt="PyPI version" height="18"></a>
<img alt="PyPI - Downloads" src="https://img.shields.io/pypi/dm/type-infer">
<a href="https://join.slack.com/t/mindsdbcommunity/shared_invite/zt-o8mrmx3l-5ai~5H66s6wlxFfBMVI6wQ" target="_blank"><img src="https://img.shields.io/badge/slack-@mindsdbcommunity-brightgreen.svg?logo=slack " alt="MindsDB Community"></a>
</br>
<h3 align="center">
<a href="https://www.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Website</a>
<span> | </span>
<a href="https://mindsdb.github.io/type_infer/">Docs</a>
<span> | </span>
<a href="https://join.slack.com/t/mindsdbcommunity/shared_invite/zt-o8mrmx3l-5ai~5H66s6wlxFfBMVI6wQ">Community Slack</a>
<span> | </span>
<a href="https://github.com/mindsdb/mindsdb/projects">Contribute</a>
<span> | </span>
<a href="https://mindsdb.com/hacktoberfest">Hacktoberfest</a>
</h3>
</div>
Automated type inference for Machine Learning pipelines.
In the context of tabular data, `type_infer` aims for optimal interpretation of each column’s data type for ML use cases. For example, strings with date or time format would be classified as timestamps, or integers as categorical if there is a sufficiently small set of unique values in the column.
# Documentation
<a href="https://mindsdb.github.io/type_infer">Documentation link</a>
Raw data
{
"_id": null,
"home_page": null,
"name": "type_infer",
"maintainer": null,
"docs_url": null,
"requires_python": "<3.12,>=3.8",
"maintainer_email": null,
"keywords": null,
"author": "MindsDB Inc.",
"author_email": "hello@mindsdb.com",
"download_url": "https://files.pythonhosted.org/packages/c7/82/b8b478eea635c8a127710574d17fa62293ddee0fd4111092f5f7fe7c54bc/type_infer-0.0.20.tar.gz",
"platform": null,
"description": "# MindsDB Type Infer\n<h1 align=\"center\">\n\t<img width=\"300\" src=\"https://github.com/mindsdb/mindsdb_native/blob/stable/assets/MindsDBColorPurp@3x.png?raw=true\" alt=\"MindsDB\">\n\t<br>\n\n</h1>\n<div align=\"center\">\n\t<a href=\"https://github.com/mindsdb/type_infer/actions/workflows/python-package.yml\"><img src=\"https://github.com/mindsdb/type_infer/actions/workflows/python-package.yml/badge.svg?branch=stable\" alt=\"Type Infer workflow\"></a>\n <a href=\"https://www.python.org/downloads/\" target=\"_blank\"><img src=\"https://img.shields.io/badge/python-3.8.x|%203.9.x-brightgreen.svg\" alt=\"Python supported\"></a>\n <a href=\"https://badge.fury.io/py/type-infer\"><img src=\"https://badge.fury.io/py/type-infer.svg\" alt=\"PyPI version\" height=\"18\"></a>\n<img alt=\"PyPI - Downloads\" src=\"https://img.shields.io/pypi/dm/type-infer\"> \n <a href=\"https://join.slack.com/t/mindsdbcommunity/shared_invite/zt-o8mrmx3l-5ai~5H66s6wlxFfBMVI6wQ\" target=\"_blank\"><img src=\"https://img.shields.io/badge/slack-@mindsdbcommunity-brightgreen.svg?logo=slack \" alt=\"MindsDB Community\"></a>\n\t</br>\n\t\n <h3 align=\"center\">\n <a href=\"https://www.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo\">Website</a>\n <span> | </span>\n <a href=\"https://mindsdb.github.io/type_infer/\">Docs</a>\n <span> | </span>\n <a href=\"https://join.slack.com/t/mindsdbcommunity/shared_invite/zt-o8mrmx3l-5ai~5H66s6wlxFfBMVI6wQ\">Community Slack</a>\n <span> | </span>\n <a href=\"https://github.com/mindsdb/mindsdb/projects\">Contribute</a>\n <span> | </span>\n <a href=\"https://mindsdb.com/hacktoberfest\">Hacktoberfest</a>\n </h3>\n \n</div>\n\nAutomated type inference for Machine Learning pipelines.\n\n\nIn the context of tabular data, `type_infer` aims for optimal interpretation of each column\u2019s data type for ML use cases. For example, strings with date or time format would be classified as timestamps, or integers as categorical if there is a sufficiently small set of unique values in the column.\n\n# Documentation\n<a href=\"https://mindsdb.github.io/type_infer\">Documentation link</a>\n",
"bugtrack_url": null,
"license": "GPL-3.0",
"summary": "Automated type inference for Machine Learning pipelines.",
"version": "0.0.20",
"project_urls": null,
"split_keywords": [],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "308b16fbfdbe935a25f042e11f0a04cbc4548ffef942753abe64cc9adbce21ed",
"md5": "589a1fbaa8d87535b7fe5454292eae8d",
"sha256": "9d2dc43d103e91a56e4efe844f5ce34dad40dd3cfd4a5b0bce2bfcda95b96704"
},
"downloads": -1,
"filename": "type_infer-0.0.20-py3-none-any.whl",
"has_sig": false,
"md5_digest": "589a1fbaa8d87535b7fe5454292eae8d",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": "<3.12,>=3.8",
"size": 26896,
"upload_time": "2024-04-22T14:17:26",
"upload_time_iso_8601": "2024-04-22T14:17:26.640351Z",
"url": "https://files.pythonhosted.org/packages/30/8b/16fbfdbe935a25f042e11f0a04cbc4548ffef942753abe64cc9adbce21ed/type_infer-0.0.20-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "c782b8b478eea635c8a127710574d17fa62293ddee0fd4111092f5f7fe7c54bc",
"md5": "5f1cd4950154aab6354e4ed32eb248e0",
"sha256": "17e81f03ba1fadb3041394ab56df47decda664a40bcabeaba0d5262f810c25b2"
},
"downloads": -1,
"filename": "type_infer-0.0.20.tar.gz",
"has_sig": false,
"md5_digest": "5f1cd4950154aab6354e4ed32eb248e0",
"packagetype": "sdist",
"python_version": "source",
"requires_python": "<3.12,>=3.8",
"size": 24796,
"upload_time": "2024-04-22T14:17:28",
"upload_time_iso_8601": "2024-04-22T14:17:28.260833Z",
"url": "https://files.pythonhosted.org/packages/c7/82/b8b478eea635c8a127710574d17fa62293ddee0fd4111092f5f7fe7c54bc/type_infer-0.0.20.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-04-22 14:17:28",
"github": false,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"lcname": "type_infer"
}
