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Bring Your Own R Algorithm

This folder contains one notebook and several helper files:

mars.R and plumber.R: are scripts written in the R statistical language which define training and hosting functions as specified for the Amazon SageMaker, bring your own algorithm/container documentation.

Dockerfile: is the necessary configuration for building a docker container that calls the mars.R script.

r_bring_your_own.ipynb: is a notebook that calls the custom container once built and pushed into ECR.