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Bring Your Own Model (k-means)

kmeans_bring_your_own_model.ipynb: shows how to fit a k-means model in scikit-learn and then inject it into Amazon SageMaker's first party k-means container for scoring. This addresses the use case where a customer has already trained their model outside of Amazon SageMaker, but wishes to host it for predictions within Amazon SageMaker.