Metadata-Version: 2.1
Name: eda-and-beyond
Version: 0.0.1
Summary: A package of automation tools for EDA and modeling
Home-page: https://github.com/FredaXin/eda_and_beyond
Author: Freda Xin
Author-email: freda.xin@gmail.com
License: UNKNOWN
Description: # EDA and Beyond - Python library for automating common procedures in machine learning 
        
        
        **Contributors**: [Freda Xin](www.linkedin.com/in/freda-xin), [Mahdi Shadkam-Farrokhi](https://github.com/Shaddyjr)
        
        
        ---
        ## Project Description 
        The package provides a collection of automation tools for some common procedures
        in machine learning. The current version aims to streamline the EDA and modeling
        process for [Scikit-Learn models](https://scikit-learn.org/stable/). 
        
        
        The package consists of two modules: 
        * [eda_tools](https://github.com/FredaXin/eda_and_beyond/blob/master/eda_and_beyond/eda_tools.py):
          provides functions to automate common procedures in EDA, model
            preparation, and data visualization etc. 
        
        * [modeling_tools](https://github.com/FredaXin/eda_and_beyond/blob/master/eda_and_beyond/modeling_tools.py):
          provides a class object that includes methods to streamline the modeling process for Scikit-Learn models. 
         
        This is an open-source project. Contributors are welcome. :) 
         
        
        --- 
        ## Installation 
        
        ```
        pip install eda_and_beyond
        ```
        
        ---
        ## More Resources
        
        **[Blog post on using Python functions in EDA](https://towardsdatascience.com/creating-python-functions-for-exploratory-data-analysis-and-data-cleaning-2c462961bd71?sk=ea9ba027ee85504c078145f442b204b9)**  
        **[Blog post on using Python classes in modeling]() (coming soon)**   
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
Description-Content-Type: text/markdown
