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

mograder

Semi-automated grading for Marimo notebooks

assignment-autograder

Automatic assignment grading for instructor use in programming courses

gh-class-sak

Swiss Army Knife for managing course repos in a GitHub org — a replacement for GitHub Classroom, with optional Canvas LMS integration

inginious

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

cs251tk

A set of tools to help graders for St. Olaf's computer science courses

solrub

Build assignments from a repo of LaTeX problems, each carrying its own solution and rubric.

assessment-bench

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

assessment-lens

Maps analyzer signals to assessment rubrics as observations with cited evidence, keeping humans in the loop for final grading decisions.

danvas-cli

Safety-focused, agent-friendly Canvas LMS CLI for course content, submissions, grading, quiz reports, and verified workflows

sakke

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

git-authorship

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

pset

Build assignments from a repo of LaTeX problems, each carrying its own solution and rubric.

autograder

Automatic assignment grading for instructor use in programming courses

codepost-stats

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

gslocal

Run your Gradescope autograder locally in Docker mirroring Gradescope's exact container workflow, no uploads.

stograde

A set of tools to help graders for St. Olaf's computer science courses

codepost-powertools

Some helpful codePost tools to aid with grading flow.

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