Projects in Awesome Lists tagged with data-standards

Data analysis produces data in the form of results. Although integrating and putting findings into context is a cornerstone of scientific work, data of this type is often neglected. The analysis results data model is a proposed solution to this issue that combines analysis standards with a common data model.

analysis-results automation clinical-data clinical-data-management data-analysis data-management data-model data-standards data-stewardship

Last synced: 16 Aug 2025

https://github.com/regen-network/regen-registry-standards

:seedling: RDF and SHACL schemas for Regen Registry

data-standards regen-registry

Last synced: 16 Jan 2026

https://github.com/cmungall/data-manifesto

semantic modeling of data manifests

data-standards filesystems hcls-dataset-description linked-data linkml rdf repositories semantic-web

Last synced: 05 Apr 2025

https://github.com/hdmf-dev/hdmf-ai

A schema and API for storing the results from AI/ML workflows

artificial-intelligence data-standards hdmf machine-learning python reproducible-research

Last synced: 11 Feb 2026

https://github.com/camsai/notebooks

CAMSAI Notebooks provides interactive Jupyter notebooks for AI-driven materials science research. These notebooks demonstrate the use of CAMSAI tools, schemas, and workflows, offering hands-on examples for data validation, materials design, and AI integration to accelerate scientific discovery.

artificial-intelligence chemistry data-science data-standards data-structures data-visualization density-functional-theory machine-learning materials materials-design materials-informatics materials-science modeling-and-simulation molecular-dynamics