Grading Python Packages

nbgrader

A system for assigning and grading notebooks

gatorgrader

:heavy_check_mark: Automated Grading Tool that Checks the Work of Writers and Programmers

assignment-autograder

Automatic assignment grading for instructor use in programming courses

assessment-bench

Benchmarks competing assessment approaches (LLM marking vs. signal-based) by running repeated evaluations, measuring consistency, and comparing agreement with human marks.

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.

cs251tk

The CS251 (Software Design) Toolkit

instantgrade

An automated evaluation framework for Python notebooks and Excel assignments

git-authorship

Interactive reports to explore who wrote each line of code in a git repository.

autograder

Automatic assignment grading for instructor use in programming courses

sakke

SaKKe est un utilitaire simple de génération de statistiques personnalisées de devoirs.

codepost-stats

A system to compile statistics automatically from a course on the codePost platform.

stograde

The StoGrade Toolkit

codepost-powertools

Some helpful codePost tools to aid with grading flow.

scriptscore

Open-source CLI and desktop app for AI-assisted grading of handwritten exams

scriptscore-plus

Premium provider plugins for ScriptScore

hu-wiwi-grades

hu_wiwi_grades is a Python library for searching, viewing and scraping published students grading of the Faculty of Economics and Business Administration of the Humboldt University of Berlin