Repositories list

• cords-semantics-lib

  Public
  Cords-Semantics is a Python library designed for tagging the artifacts of MLflow runs and generating semantic descriptions for artifacts using the ontology provided by CORDS.

  machine-learningsemantic-webmlflow+ 1ml-semantics

  Python

  •

  Apache License 2.0

  •0•1•0•0•Updated Nov 22, 2024Nov 22, 2024

• cords-mve

  Public
  Minimal Viable Ecosystem For CORDS

  machinelearningmlflowidsa+ 2dataspacesmodelsharing

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Nov 19, 2024Nov 19, 2024

• local_digital_thread

  Public
  This is an orchestration tool for the data pipelines to gather data from different sources in manufacturing flows. This can be deployed across Edge, FoG or Cloud to collect data. Data can be then accessed using OPC UA protocol.

  opcuadataspaceidsa+ 2energysavinglocalconnector

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Nov 19, 2024Nov 19, 2024

• Flower-With-MLflow

  Public
  This is a simple demonstration of how MLflow can be utilised to track and trace local ML models trained in a Federated Learning set-up.

  flowermlflowfederated-learning-framework

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Oct 31, 2024Oct 31, 2024

• cords-resource-manager

  Public
  The CORDS ML Resource Manager is an REST API for managing ML assets from MLFlow, integrating with CORDS-local-digital-thread and IDSA Data Applications. It offers comprehensive ML model management and enhances semantic organization through CORDS-Semantic-lib, ensuring efficient cataloging and accessibility of ML artifacts.

  machine-learningsemantic-webdataspace+ 2mlflowidsa

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Aug 14, 2024Aug 14, 2024

• cords-data-app

  Public
  Java

  •

  GNU Affero General Public License v3.0

  •0•0•0•0•Updated May 29, 2024May 29, 2024