Explore projects

A combined introduction into the two popular data processing and plotting frameworks

Library to ease near online data analysis at XFEL. Mostly a wrapper for extra_data.

Ultralytics YOLOv8 with DEEPaaS API

EcoToxFred can answer questions about chemicals and their measured concentrations in European surface waters like rivers and lakes. EcoToxFred is a friendly and intuitive chatbot designed to help researchers, stakeholders, and users explore and analyze chemical concentrations and toxicity data in European surface waters. By leveraging advanced language models and a graph database, EcoToxFred makes complex environmental toxicology data accessible and understandable for everyone, regardless of technical background.

CLI app to set up micro services of Helmholtz Knowledge Graph locally

A service for mapping OIDC identities to local identities, with local user management

The repository contains the astronaut analysis data publication version used to illustrate the publication steps.

Set of tools to harvest, process and uplift (meta)data from metadata providers within the Helmholtz association to be included in the Helmholtz Knowledge Graph (Helmholtz-KG). The harvested linked data in the form of schema.org jsonld is aggregated and uplifted in data pipelines to be included into a single large knowledge graph (KG). The tool set and harvesters can be used as a python library or over a commandline interface (CLI, hmc-unhide). Provenance of metadata changes is tracked rudimentary by saving graph patches of changes on rdflib Graph data structures on the semantic triple level. Harvesters support extracting data via sitemap, gitlab API, datacite API and OAI-PMH endpoints.

Image Quality control, quality assurance and curation Tools (IQT) conceptualized and developed by the MareHub working group on Videos/Images (an RDM initiative by the Helmholtz association) and the Marine Imaging community.

The electronic laboratory notebook at Hereon.