Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
☆536Jan 16, 2026Updated 4 months ago
Alternatives and similar repositories for sagemaker-training-toolkit
Users that are interested in sagemaker-training-toolkit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆413Nov 20, 2023Updated 2 years ago
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆188Jun 22, 2020Updated 5 years ago
- One stop shop for running AI/ML on AWS.☆1,160Updated this week
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆144May 11, 2026Updated last week
- A library for training and deploying machine learning models on Amazon SageMaker☆2,242May 13, 2026Updated last week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆204Aug 25, 2025Updated 8 months ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆186Apr 29, 2026Updated 3 weeks 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
- Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.☆10,931Apr 27, 2026Updated 3 weeks ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆270Jun 4, 2025Updated 11 months ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆128Nov 14, 2023Updated 2 years ago
- ☆145Jan 23, 2023Updated 3 years ago
- Amazon SageMaker Local Mode Examples☆264Apr 29, 2025Updated last year
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆58Apr 18, 2022Updated 4 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.
- SageMaker specific extensions to TensorFlow.☆54Jul 23, 2024Updated last year
- The open source version of the Amazon SageMaker docs☆253Jun 15, 2023Updated 2 years ago
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆172Sep 13, 2023Updated 2 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆327Jul 20, 2023Updated 2 years ago
- A set of Docker images that include popular frameworks for machine learning, data science and visualization.☆151Updated this week
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize develope…☆233Apr 21, 2026Updated last month
- 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
- Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors☆165May 3, 2024Updated 2 years ago
- Custom docker container for Catboost on Amazon SageMaker☆13Sep 22, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆427Apr 2, 2024Updated 2 years ago
- ☆139Mar 5, 2026Updated 2 months ago
- ☆11Feb 15, 2022Updated 4 years ago
- A library of additional estimators and SageMaker tools based on scikit-learn☆41Feb 1, 2024Updated 2 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆296Apr 15, 2025Updated last year
- Scale complete ML development with Amazon SageMaker Studio☆186Nov 7, 2024Updated last year
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆333Apr 15, 2021Updated 5 years ago
- The SageMaker Spark Container is a Docker image used to run data processing workloads with the Spark framework on Amazon SageMaker.☆41Apr 23, 2026Updated 3 weeks ago
- CMP314 Optimizing NLP models with Amazon EC2 Inf1 instances in Amazon Sagemaker☆14Dec 20, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Toolkit for allowing inference and serving with MXNet in SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https…☆29Sep 13, 2023Updated 2 years ago
- ☆13Nov 1, 2024Updated last year
- Multi Model Server is a tool for serving neural net models for inference☆1,026May 20, 2024Updated 2 years ago
- A curated list of references for Amazon SageMaker☆178Jan 8, 2024Updated 2 years ago
- A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)☆258Jul 7, 2025Updated 10 months ago
- ☆271Apr 7, 2026Updated last month
- Step-by-step guide to using MLflow in a SageMaker MLOps project☆13Mar 25, 2022Updated 4 years ago