Metadata-Version: 2.1
Name: py-AutoClean
Version: 0.0.3a0
Summary: AutoClean - Python Package for Automated Preprocessing & Cleaning of Datasets
Home-page: https://github.com/elisemercury/AutoClean
Author: Elise Landman
Author-email: elisejlandman@hotmail.com
License: MIT
Download-URL: https://github.com/elisemercury/AutoClean/archive/refs/tags/0.0.1-alpha.tar.gz
Description: # AutoClean
        
        **Python Package for Automated Dataset Preprocessing & Cleaning**
        
        Read more on how the algorithm of AutoClean works in my Medium article [Automated Data Cleaning withÂ Python].
        
        ## Description
        It is commonly known among Data Scientists that data cleaning and preprocessing make up a major part of a data science project. And, in all honesty, on average it is not the most exciting part of the project.
        
        AutoClean helps you **save time** in major parts of these tasks and performs **preprocessing** in an **automated manner**!
        
        AutoClean supports:
        
        * Various imputation methods for **missing values**  
        * Handling of **outliers**  
        * **Encoding** of categorical data (OneHot, Label)  
        * **Extraction** of datatime values  
        * and more!
Keywords: automated,cleaning,preprocessing,autoclean
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Description-Content-Type: text/markdown
