an initiative to provide infrastructure for reproducible workflows around open data

The OntoUML/UFO Catalog is a collaborative, structured and open-source catalog of OntoUML and UFO ontology models.

A curated list of awesome RDM resources for researchers and organisations

Pipeline for testing drug response prediction models in a statistically and biologically sound way.

A repo documenting EEG-Dash data and its usage

FAIR data and software for students, scientists and librarians at TIB, LUH, etc. (contact: @katrinleinweber)

Teaching material for DMP writing course

Secure PID containers for interoperable research objects

Clinical And Registries Entries Semantic Model

A curated list of awesome stuff around the FAIR principles for (scientific) data, i.e that data is findable, accessable, interoperable and re-usable.

Website of our Carpentries-based workshop from July 2018 (former contact: @katrinleinweber)

Top 10 FAIR Data & Software Things

Toolkit for Decentralized Federated Collaborative Economy

Extension for OpenRefine to support FAIR metadata

Typed PID Maker – Create, resolve and modify PIDs with typed constraints, e.g. for FAIR DOs.

a tool for mapping free-text descriptions of entities to ontology terms

☑️ A library to build and deploy FAIR metrics tests APIs that can be used by FAIR evaluation services supporting the FAIRMetrics specifications, such as FAIR enough and the FAIR evaluator.

Automated tool to detect metadata quality pitfalls in software repositories (Python, Java, C++, etc.). Analyzes SoMEF output files for version mismatches, license issues, broken URLs, and more.

Fair Data Assessment Using LLMs