PyTorch Forecasting SageMaker Examples

• Demand Forecasting with the Temporal Fusion Transformer

References

• PyTorch Lightning
• PyTorch Forecasting Tutorials
• Iris Training and Prediction with SageMaker Scikit-learn
  • sagemaker-python-sdk/scikit_learn_iris
• Train an MNIST model with PyTorch and SageMaker
  • sagemaker-python-sdk/pytorch_mnist
• Amazon SageMaker Processing
  • Get started with SageMaker Processing
• AWS Machine Learning Blog - Training large language models on Amazon SageMaker: Best practices (2023-03-06)
• S3Fs - a Pythonic file interface to S3
• s3fs-fuse - s3fs allows Linux, macOS, and FreeBSD to mount an S3 bucket via FUSE(Filesystem in Userspace).
• SageMaker Inference Toolkit - SageMaker Inference toolkit implements the functionality that you need to adapt your containers to deploy models on SageMaker.