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cords-semantics-lib
cords-semantics-lib PublicCords-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.
Python 1
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local_digital_thread
local_digital_thread PublicThis 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…
Python
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cords-resource-manager
cords-resource-manager PublicThe 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 …
Python
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Flower-With-MLflow
Flower-With-MLflow PublicThis is a simple demonstration of how MLflow can be utilised to track and trace local ML models trained in a Federated Learning set-up.
Python
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Repositories
- 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.
nimbus-gateway/local_digital_thread’s past year of commit activity - 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.
nimbus-gateway/cords-resource-manager’s past year of commit activity - 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.
nimbus-gateway/Flower-With-MLflow’s past year of commit activity - 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.
nimbus-gateway/cords-semantics-lib’s past year of commit activity
