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EDA and Beyond - Python library for automating common procedures in machine learning

Contributors: Freda Xin, Mahdi Shadkam-Farrokhi

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.

The package consists of two modules:

  • eda_tools: provides functions to automate common procedures in EDA, model preparation, and data visualization etc.

  • modeling_tools: provides a class 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==0.0.1

The package is published on PyPi.

More Resources

Blog post on using Python functions in EDA
Blog post on using Python classes in modeling (coming soon)