Metadata-Version: 2.1
Name: type-infer
Version: 0.0.14
Summary: Automated type inference for Machine Learning pipelines.
License: GPL-3.0
Author: MindsDB Inc.
Author-email: hello@mindsdb.com
Requires-Python: >=3.7,<3.12
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Dist: colorlog (>=6.5.0,<7.0.0)
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Requires-Dist: langid (>=1.1.6,<2.0.0)
Requires-Dist: nltk (>=3,<4)
Requires-Dist: numpy (>=1.15,<2.0)
Requires-Dist: pandas (>=1,<2)
Requires-Dist: psutil (>=5.9.0,<6.0.0)
Requires-Dist: python-dateutil (>=2.1,<3.0)
Requires-Dist: scipy (>=1,<2)
Requires-Dist: toml (>=0.10.2,<0.11.0)
Description-Content-Type: text/markdown

# 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>

