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Seldon - deploy ML models with Kubernetes

https://github.com/SeldonIO/seldon-corehttps://www.seldon.io/

Post about actually using it

An open source platform to deploy your machine learning models on Kubernetes at massive scale.

Overview

Seldon core converts your ML models (Tensorflow, Pytorch, H2o, etc.) or language wrappers (Python, Java, etc.) into production REST/GRPC microservices.

Seldon handles scaling to thousands of production machine learning models and provides advanced machine learning capabilities out of the box including Advanced Metrics, Request Logging, Explainers, Outlier Detectors, A/B Tests, Canaries and more.

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