Is OrdinalEncoder on Scikit Learn available on AWS SageMaker SciKit Learn?

You can try building your own container - https://sagemaker-examples.readthedocs.io/en/latest/training/bring_your_own_container.html For ref sagemaker-scikit-learn-container - https://github.com/aws/sagemaker-scikit-learn-container

Hello

Thank you for reaching out to us.

I understand that you would like to use the SKLearn.Preprocessing.OrdinalEncode with the SKLearn release 1.0.2 that have this encoding available. Please correct me If I am missing anything.

The Scikit-learn versions supported by the Amazon SageMaker Scikit-learn container: 0.20.0, 0.23-1.[1] However you can bring your own docker container with the latest version and the required packages with the Amazon SageMaker.[2]

For more details please refer to our public examples[4]

Reference:

[1] https://docs.aws.amazon.com/sagemaker/latest/dg/sklearn.html

[2] https://sagemaker-examples.readthedocs.io/en/latest/training/bring_your_own_container.html

[3] https://github.com/aws/sagemaker-scikit-learn-extension/blob/2412131311433addbae9f6ad5aa393a8bdbbe61f/src/sagemaker_sklearn_extension/preprocessing/encoders.py#L449

[4] https://github.com/aws/amazon-sagemaker-examples/tree/main/advanced_functionality/scikit_bring_your_own