├── .ee.tpl.yaml ├── .gitignore ├── .infrastructure ├── Makefile ├── README.md ├── fn-domain │ ├── main.py │ ├── requirements.txt │ └── vpctools.py ├── fn-user │ ├── main.py │ └── requirements.txt ├── fn-usersetup │ ├── main.py │ └── requirements.txt ├── lambda-common │ ├── cfnresponse.py │ └── requirements.txt └── template.sam.yaml ├── LICENSE ├── README.md ├── builtin_algorithm_hpo_tabular ├── .gitignore ├── SageMaker XGBoost HPO.ipynb └── util │ └── classification_report.py ├── custom_sklearn_rf ├── .gitignore └── Sklearn_on_SageMaker_end2end.ipynb ├── custom_tensorflow_keras_nlp ├── .gitignore ├── Headline Classifier Local.ipynb ├── Headline Classifier SageMaker.ipynb ├── README.md ├── src │ └── main.py └── util │ ├── __init__.py │ ├── lab-widgets.sh │ └── preprocessing.py ├── migration_challenge_keras_image ├── .gitignore ├── Instructions.ipynb ├── Local Notebook.ipynb ├── README.md ├── src │ └── main.py └── util │ ├── __init__.py │ ├── input.html │ └── nb.py └── pytorch_alternatives ├── custom_pytorch_nlp ├── .gitignore ├── Headline Classifier Local.ipynb ├── Headline Classifier SageMaker.ipynb ├── README.md ├── src │ └── main.py └── util │ ├── __init__.py │ ├── lab-widgets.sh │ └── preprocessing.py └── migration_challenge_pytorch_image ├── .gitignore ├── Instructions.ipynb ├── Local Notebook.ipynb ├── README.md ├── src ├── main.py └── requirements.txt └── util ├── __init__.py ├── input.html └── nb.py /.ee.tpl.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/apac-ml-tfc/sagemaker-workshop-101/HEAD/.ee.tpl.yaml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/apac-ml-tfc/sagemaker-workshop-101/HEAD/.gitignore -------------------------------------------------------------------------------- /.infrastructure/Makefile: 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