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A template for a DASF backend module following best-practices of research software engineering.

A Python library designed to create NeXus file from a Bluesky run

A template project for the Helmholtz Cloud Agent. Please fork this repo to develop your own HCA.

Third attempt to build a controlled vocabulary to match the sensor management systems (SMS) requirements for all the terms we need to control.

The Data Storage API provides programmatic access to the stored raw data of the Helmholtz KG. It enables other components or clients to interact with the raw data in a structured and controlled manner.

Data management tool that organizes and visualizes data from various loggers, allowing to create own extendable automatic pipelines and manually process your data.

A web application that provides a Web GUI to the MLflow Authentication API

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.