The dman package is intended for enabling easy reproducibility of numerical experiments. Data is stored in a human-readable fashion (whenever possible).
Documentation is provided in Sphinx. A good place to start is the Getting Started page.
Documented Examples are also provided. Especially check out those in Patterns for common use-cases.