A package of automation tools for EDA and modeling
Project description
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:
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eda_tools: provides functions to automate common procedures in EDA, model preparation, and data visualization etc.
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modeling_tools: 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
Blog post on using Python classes in modeling (coming soon)
Project details
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