machine-learning-operations

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EthicalML / awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

machine-learning data-mining privacy deep-learning interpretability privacy-preserving production-machine-learning mlops privacy-preserving-machine-learning explainability responsible-ai responsible-ml machine-learning-operations ml-ops ml-operations privacy-preserving-ml large-scale-ml production-ml large-scale-machine-learning

Updated Aug 11, 2020

SeldonIO / seldon-core

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An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

kubernetes machine-learning deployment serving aiops production-machine-learning mlops machine-learning-operations

Updated Aug 10, 2020
HTML

bentoml / BentoML

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Model Serving Made Easy

machine-learning ai aws-lambda ml model-management model-deployment model-serving ml-infrastructure azure-ml mlops aws-sagemaker machine-learning-operations ml-platform

Updated Aug 11, 2020
Python

DrazenDodik / tf2_quickstart_valohai

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In this tutorial we'll bring the TensorFlow 2 Quickstart to Valohai, taking advantage of Valohai versioned experiments, data inputs, outputs and exporting metadata to easily track & compare your models.

tensorflow valohai machine-learning-tutorial machine-learning-operations

Updated Feb 6, 2020
Python

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