Teaching Python Packages

nbgrader

A system for assigning and grading notebooks

clawed

Local-first AI teaching assistant for editable lesson drafts, student materials, and slides. Uses your curriculum and chosen model. Teacher-reviewed beta.

orange3-educational

🍊 🎓 Educational widgets for machine learning and data mining in Orange 3.

nsf5stego

nsF5 steganography tool: syndrome matrix coding + wet-paper + blind steganalysis + GUI

tbkit

Build and solve tight-binding models in Python: band structures, band topology (Chern, Z2, higher-order), quantum transport, Floquet and moiré systems, in vectorized NumPy/SciPy, for teaching and research

mathematicskit

See how the algorithms of computational mathematics work: a Python toolkit for learning and teaching numerical methods, dynamical systems, and discrete math across 18 domains, built on numpy/scipy

algobattle-base

Let teams compete by making them create hard instances and fast solvers for problems of your choice. Then pitch these instances and solvers against one another. All language-agnostic.

tiny-datalog

Datalog as an executable textbook — one readable engine and supporting lessons.

pyanalytica

A point-and-click analytics workbench for teaching data science — every table, test and chart shows the pandas and scikit-learn code behind it.

blockchainkit

A Python toolkit for learning how blockchains work: 104 breakthroughs in cryptography, consensus, networking and smart contracts, from the one-time pad to Ethereum gas, each reproduced as a small, typed implementation with a figure and a runnable experiment.

nfem

A lightweight python tool build for teaching non linear FEM analysis of 3D truss structures

chemistrykit

See the equations of chemistry at work: a Python toolkit for learning and teaching computational chemistry across 14 domains, built on numpy/scipy

quantum-exercises

Twenty hands-on Qiskit exercises and three lab notebooks, from an empty laptop to a Bell test that beats the classical bound. Mistakes are explained in the language of the problem, not as a Python traceback.

datafun-toolkit

Privacy-safe diagnostics, paths, and logging helpers for analytics projects.

pystatsv1

Chapter-based applied statistics examples in plain Python (R ↔ Python)

exam-terminal

A terminal/console based exam, test, or quiz tool for educators and learners

teaching-toolshed

Library of useful class for writing scripts to manage classes.

algobattle-problems

Companion collection of sample problems for the algobattle framework. Try some of these out to familiarize yourself with the algobattle framework.

solrub

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

gpt2lm

A implimentation of GPT2 varient.

barebear

The free agentic AI course. 12 lessons, 12 concepts, real models. Read the framework — it's the textbook.

kathara-lab-checker

Tool to automatically check Kathará network scenarios based on a configuration file.

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.