LaminDB - A data framework for biology

LaminDB is an open-source Python framework to manage biological data & analyses in generic backends:

• Access data & metadata across storage (files, arrays) & database (SQL) backends.
• Track data flow across notebooks, pipelines & UI.
• Manage registries for experimental metadata & in-house ontologies, import public ontologies.
• Validate, standardize & annotate data using registries.
• Organize and share data across a mesh of LaminDB instances.
• Manage data access with an auditable system of record.

Documentation

Read the docs.