Welcome to Autoimpute!

Autoimpute is a Python package for analysis and implementation of Imputation Methods.

This page introduces users to the package and documents its features.

Check out the package on github, or head to our website to walk through some tutorials.

User Guide

• Getting Started
• Utility Methods
• Deletion and Imputation Strategies
• Single, Multiple, and Mice Imputers
• Missingness Classifier
• Analysis Models
• Visualization Methods

We are actively developing Autoimpute, so sometimes the docs fall behind. The README is always up to date, as is the master branch. Therefore, consult those first. If you find discrepancies between the docs and the package, please still let us know!