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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.

Analysis of Microcalorimetric Metabolic Data Using Monod's Equation

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

A (very basic) introduction to software design and git for scientists

Computation of neutron and X-ray reflectivity curves from molecular dynamics simulations

presentation about modern tools for software development with python

PyTorch Faster R-CNN Object Detection on Custom Dataset

Contains scripts which can be used to publish measurement data from CatLab experiments to the AC archive. Scripts are adapted to the experiments.