amazon-sagemaker-examples

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

APACHE-2.0 License

Stars
9.9K
Committers
541
View Code on GitHub Visit Website
Ecosystems: Jupyter Notebook, Amazon Web Services

Commit Statistics

Past Year

All Time

Total Commits
546
2,697
Total Committers
120
579
Avg. Commits Per Committer
4.55
4.66
Bot Commits
0
2

Issue Statistics

Past Year

All Time

Total Pull Requests
8
108
Merged Pull Requests
2
94
Total Issues
2
2
Time to Close Issues
N/A
N/A
Related Projects
sagemaker-inference-toolkit

Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

20 May 2019 386
sagemaker-experiments

Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.

14 Oct 2019 126
sagemaker-pytorch-inference-toolkit

Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for buildi...

31 Jul 2019 133
sagemaker-pytorch-training-toolkit

Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMake...

01 Mar 2018 198
sagemaker-python-sdk

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

14 Nov 2017 2,043
sagemaker-jumpstart-industry-pack

Open source library for industry machine learning on Amazon SageMaker.

17 Aug 2021 31
sagemaker-tensorflow-training-toolkit

Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageM...

23 Jan 2018 270
sagemaker-mxnet-inference-toolkit

Toolkit for allowing inference and serving with MXNet in SageMaker. Dockerfiles used for building...

06 May 2019 28
sagemaker-spark

A Spark library for Amazon SageMaker.

16 Nov 2017 299
aws-genai-llm-chatbot

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon ...

16 Jun 2023 628
sagemaker-training-toolkit

Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

02 Oct 2019 491