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SageMaker specific extensions to TensorFlow.

C++ 54 38 Updated Jul 23, 2024

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Jupyter Notebook 10,884 6,981 Updated Feb 24, 2026

A set of dockerfiles that provide Reinforcement Learning solutions for use in SageMaker.

Python 82 44 Updated Apr 8, 2024

Docker container for running Chainer scripts to train and host Chainer models on SageMaker

Python 19 23 Updated Apr 10, 2023

Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.

Python 205 95 Updated Aug 25, 2025

Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.com/aws/deep-learning-containers.

Python 60 51 Updated Feb 11, 2025

Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.

Python 271 162 Updated Jun 4, 2025

WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolkit for model serving.

Python 188 91 Updated Jun 22, 2020

A Spark library for Amazon SageMaker.

Scala 301 128 Updated Mar 8, 2025

A library for training and deploying machine learning models on Amazon SageMaker

Python 2,228 1,224 Updated Mar 3, 2026