Metadata-Version: 2.1
Name: py-AutoClean
Version: 0.0.1a0
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**
        
        ```python
        pip install auto-clean
        ```
        
        :thought_balloon: Read more on how the algorithm of AutoClean works in my Medium article [Automated Data Cleaning withÂ Python](link).
        
        ## 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.
        
        :white_check_mark: AutoClean helps you **save time** in major parts of these tasks and performs **preprocessing** in an **automated manner**!
        
        AutoClean supports:
        
        :point_right: Various imputation methods for **missing values**  
        :point_right: Handling of **outliers**  
        :point_right: **Encoding** of categorical data (OneHot, Label)  
        :point_right: **Extraction** of datatime values  
        :point_right: and more!
        
        As an example, the following sample dataset will be passed through the AutoClean pipeline:
        
        <p align="center">
          <img src="Misc/sample_data.png" width="300" title="Example Output: Duplicate Image Finder">
        </p>
        
         The output of AutoClean looks as following, whereas the various adjustments have been highlighted:
        
         <p align="center">
          <img src="Misc/sample_data_output.png" width="700" title="Example Output: Duplicate Image Finder">
        </p>
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
