Data & code toolbox

A set of practical templates and runbooks for data contracts, code style, documentation, and reproducible notebooks to standardize data/code hygiene across teams.


Template

ML experiment notebook template (tracking & reporting)

A practical, copy-ready notebook template with structured experiment metadata, dataset/version provenance, preprocessing and feature records, training and hyperparameter sections, evaluation reporting, model artifact provenance, and a reproducibility checklist — plus guidance for lightweight tracking integrations.

Members: