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1. cobot-claw cobot-claw Public

   Cobotclaw lets you control UR robot arms and tools using plain English—no coding needed. Simply describe the task, and it handles the rest. Powered by a multi-agent AI system, it combines an orches…

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2. Flower-With-MLflow 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.

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3. cords-semantics-lib 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.

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4. local_digital_thread 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 a…

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5. cords-resource-manager 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 …

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6. cords-data-app cords-data-app Public

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