Autograding Python Packages

otter-grader

A Python and R autograding solution

mograder

Semi-automated grading for Marimo notebooks

inginious

INGInious is a secure and automated exercises assessment platform using your own tests, also providing a pluggable interface with your existing LMS.

matplotcheck

A python package for checking and testing matplotlib plots. We use this for autograding student assignments but there are many other potential use cases including package testing (for packages with plots)!

prog-edu-assistant-tools

An easy system to create autograding tests in Jupyter Python notebook and deploy to cloud.