Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)
☆169Dec 20, 2023Updated 2 years ago
Alternatives and similar repositories for amazon-sagemaker-script-mode
Users that are interested in amazon-sagemaker-script-mode are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆389Jan 14, 2026Updated 3 months ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆144Updated this week
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆172Sep 13, 2023Updated 2 years ago
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆535Jan 16, 2026Updated 3 months ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Oct 13, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The open source version of the Amazon SageMaker docs☆253Jun 15, 2023Updated 2 years ago
- SageMaker specific extensions to TensorFlow.☆54Jul 23, 2024Updated last year
- ☆139Mar 5, 2026Updated last month
- Visual search implementation resources, including an explanatory Jupyter notebook and Amazon SageMaker and AWS DeepLens code.☆66Jan 14, 2026Updated 3 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆58Apr 18, 2022Updated 4 years ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆185Updated this week
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Mar 1, 2023Updated 3 years ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆144Oct 7, 2023Updated 2 years ago
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆333Apr 15, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆145Jan 23, 2023Updated 3 years ago
- Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at h…☆142Oct 7, 2024Updated last year
- A library of additional estimators and SageMaker tools based on scikit-learn☆41Feb 1, 2024Updated 2 years ago
- CMP314 Optimizing NLP models with Amazon EC2 Inf1 instances in Amazon Sagemaker☆14Dec 20, 2023Updated 2 years ago
- Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.☆10,910Updated this week
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆427Apr 2, 2024Updated 2 years ago
- A library for training and deploying machine learning models on Amazon SageMaker☆2,238Updated this week
- ☆64Dec 20, 2023Updated 2 years ago
- Distributed training with SageMaker's script mode using Horovod distributed deep learning framework☆32Nov 18, 2019Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Nov 14, 2023Updated 2 years ago
- Materials for a 2-day instructor led course on applying machine learning☆199Apr 21, 2021Updated 5 years ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆270Jun 4, 2025Updated 10 months ago
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize develope…☆233Apr 21, 2026Updated last week
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆156Jun 10, 2025Updated 10 months ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆65Oct 17, 2023Updated 2 years ago
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,426Jul 31, 2024Updated last year
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆139Sep 8, 2021Updated 4 years ago
- Amazon SageMaker Local Mode Examples☆264Apr 29, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio☆136Apr 20, 2023Updated 3 years ago
- Supporting code, Dockerfile, and Jupyter notebook for an end to end tutorial on Amazon SageMaker and EMR.☆27Jan 14, 2026Updated 3 months ago
- A Spark library for Amazon SageMaker.☆301Mar 8, 2025Updated last year
- An example serverless RESTful API, to be deployed via the AWS Serverless Application Model (SAM).☆133May 7, 2021Updated 4 years ago
- In this repo, we show how to host two computer vision models trained using the TensorFlow framework under one SageMaker multi-model endpo…☆12Jun 8, 2021Updated 4 years ago
- Custom docker container for Catboost on Amazon SageMaker☆13Sep 22, 2022Updated 3 years ago
- A project template for developing BYOD docker images for use in Amazon SageMaker.☆19Jan 15, 2020Updated 6 years ago