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Deploying a LightGBM classifier as a AWS Sagemaker endpoint?
2 projects | /r/mlops | 25 Aug 2021

Have looked at: https://sagemaker-examples.readthedocs.io/en/latest/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.html https://docs.aws.amazon.com/sagemaker/latest/dg/docker-containers-create.html https://sagemaker-immersionday.workshop.aws/lab3/option1.html The above don't specify LightGBM, but the concept of Bring Your Own Container/Algorithm is the same. I think this article might be more than what you need, buy it does reference LightGBM https://github.com/awslabs/sagemaker-explaining-credit-decisions And also this one https://github.com/aws-samples/amazon-sagemaker-script-mode/blob/master/lightgbm-byo/lightgbm-byo.ipynb

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awslabs/sagemaker-explaining-credit-decisions is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of sagemaker-explaining-credit-decisions is Python.