Metadata-Version: 2.4
Name: dataprep-ml
Version: 0.0.26
Summary: Automated dataframe analysis for Machine Learning pipelines.
License: GPL-3.0
License-File: LICENSE
Author: MindsDB Inc.
Author-email: hello@mindsdb.com
Requires-Python: >=3.10,<3.14
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Requires-Dist: colorlog (>=6.5.0,<7.0.0)
Requires-Dist: dataclasses-json (>=0.6.3,<0.7.0)
Requires-Dist: numpy (>=2,<3)
Requires-Dist: pandas (>=2,<3)
Requires-Dist: pydantic
Requires-Dist: pydateinfer (==0.3.0)
Requires-Dist: python-dateutil (>=2.1)
Requires-Dist: scipy (>=1.7.3)
Requires-Dist: type-infer (>=0.0.26)
Description-Content-Type: text/markdown

# MindsDB - `dataprep_ml`

Data utilities for Machine Learning pipelines.

<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/dataprep_ml/actions/workflows/python-package.yml"><img src="https://github.com/mindsdb/dataprep_ml/actions/workflows/python-package.yml/badge.svg?branch=stable" alt="DataprepML 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/dataprep-ml"><img src="https://badge.fury.io/py/dataprep-ml.svg" alt="PyPI version" height="18"></a>
<img alt="PyPI - Downloads" src="https://img.shields.io/pypi/dm/dataprep-ml">  
    <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/dataprep_ml/">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>


## Submodules

1. Data cleaning
2. Data analysis
3. Data splitting

