Skip to main content

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:

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

  • 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


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for eda-and-beyond, version 0.0.1
Filename, size File type Python version Upload date Hashes
Filename, size eda_and_beyond-0.0.1-py3-none-any.whl (9.5 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size eda-and-beyond-0.0.1.tar.gz (7.4 kB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page