aws-samples/sagemaker-processing-framework-examples

sagemaker-processing-framework-examples

With commit b3c8bb1c, SM Python SDK introduced the FrameworkProcessor to use natively framework DLC with a SageMaker Processing job. Here is a repo with some examples.

Available examples

• huggingface-sample: uses a HF Transformer model to enrich a dataset with sentiment analysis
• mxnet-sample: uses MXNet GluonTS library to perform pre-processing of a time-series dataset
• pytorch-sample: uses PyTorch Torch Vision library to extract features from images
• tensorflow2-sample: uses a custom built Keras model that returns a prediction on the dataset

sagemaker-processing-framework-examples's Issues

Add `XGBoostProcessor` example

Add an example covering the XGBoostProcessor available in the Python SDK (ref: GitHub)