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python

COSmic ray based soil MOisture PredictiOn LIve Tree ANalysis

Source code for Multiphase Python Repository by HZDR

A python package to analyse LSM and DGVM outputs

The data management guidance system HELIPORT.

Website: https://heliport.hzdr.de/

Flagship instance: https://heliport.helmholtz.cloud/

Schema Studio is a visual schema engineering platform designed for creating, editing, validating, organizing, reviewing, and publishing metadata schemas through an intuitive graphical interface.

Tree Crown Segmentation and Analysis in Remote Sensing Imagery with PyTorch -- https://deeptrees.de

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.

A framework leveraging the Functional Mock-up Interface (FMI) to train, validate, and assess Deep Reinforcement Learning agents in complex multi-physical environments.

This PAS is a GUI-based collection of tools that helps users discover and run Python scripts from a folder and its subfolders. It provides a convenient way to execute Python and Pythonw files directly from a graphical interface, with additional features like automatic library installation and organized program listing. Included are scripts to analyze different data types.

Data Science and analysis project on freshwater discharge on the eastern shoreline of Greenland for the department of Marine Carbon Cycling, Institute of Carbon Cycles at Hereon (KCK, Claudia Schmidt).

WDCC-compliant NetCDF Creation Example in Python for HMG NetCDF chapter https://hmg-netcdf.readthedocs.io/en/v1.0.0/examples/example-wdcc-minimal-standard.html

Mirror of https://gitlab.cern.ch/geoff/cernml-coi-utils/

Mirror of https://gitlab.cern.ch/geoff/cernml-coi-optimizers/

Mirror of https://gitlab.cern.ch/geoff/cernml-coi/

Mirror of https://gitlab.cern.ch/geoff/geoff-app/

Ultralytics YOLO with DEEPaaS API

A quick introduction to the data science framework pandas.

Terminal-based Python scripts to automate processing and classifying of xylem cavitation and optical dendrometry image sequences.