the-turing-way/the-turing-way resource

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

2170 stars · 770 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

The Turing Way is a collaboratively written, open-source handbook teaching reproducible, ethical, and collaborative data science. It is published as a free online book built with MyST and maintained by a large community of contributors.

Use cases

• learn how to make my data science project reproducible
• guide for ethical and collaborative research practices
• best practices for version control and testing in research code
• onboarding material for a research software engineering team
• reference for open science and community-driven project management
• checklist for reproducible computational research

When to choose

• you need free, community-reviewed guidance on reproducibility and research ethics
• you want educational material to teach data science best practices
• you want to contribute to or reuse openly licensed (CC-BY-4.0) learning content

When to avoid

• you need executable software or tooling rather than written guidance
• you need a formal course with certification rather than a reference handbook
• you need domain-specific tutorials for a particular programming language or framework

Facets

learning-resource · maturity active

documentation data-science data-science education tutorials developer-tools cross-platform open-science reproducibility handbook collaboration community-driven book web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="the-turing-way/the-turing-way")