[FIXED] How to install cleanlab library in AWS sagemaker?

Issue

I am trying to use the find_label_issues function from cleanlab library in AWS SageMaker.

After conducting some research, I came across this notebook: https://github.com/cleanlab/aws-marketplace/blob/main/label-inspector/label_inspector.ipynb, as well as this AWS Marketplace page: https://aws.amazon.com/marketplace/pp/prodview-en3c45ncm5som. Both seem to suggest using Cleanlab through AWS Marketplace. I am wondering if there's a more straightforward way to use the find_label_issues function directly in SageMaker?

Solution

You should be able to install clean lab via Pip install - https://docs.cleanlab.ai/stable/index.html. If using training jobs you should be able to add this to requirements.txt and SageMaker will install it.

Answered By - Arun Lokanatha