bmchelix/hedge-ml-broker

By bmchelix

Updated about 1 year ago

Orchestrates config based ML data pipeline for ML predictions & events

Image
Message queues
Internet of things
Machine learning & AI
0

1.6K

bmchelix/hedge-ml-broker repository overview

Quick Reference

What is hEdge?

hEdge is a complete IoT Platform built on top of edgex foundry leveraging its SDK that adds to its functionality so it is a self-sufficient IoT platform. One of the many functions that it adds is the machine learning capability that enables a non data-scientist persona to define ML model data configuration, train and deploy trained models to the edge. The deployed model then drives real-time prediction as well as event/alert generation at the edge. The platform also adds a concept of enriching machine data with context data so it can be leveraged for observability, ML or rule execution.

The source code for all images of hEdge can be found at: https://github.com/bmchelix/hedge

License

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Tag summary

Content type

Image

Digest

sha256:03e0dae6b

Size

35 MB

Last updated

about 1 year ago

docker pull bmchelix/hedge-ml-broker