Train machine learning models within a π³ Docker container using π§ Amazon SageMaker.
β530Oct 23, 2026Updated last week
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 π³ Docker container using π§ Amazon SageMaker.β413Nov 20, 2023Updated 2 years ago
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolkβ¦β187Jun 22, 2020Updated 6 years ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (httpβ¦β188Aug 11, 2026Updated 2 months ago
- A library for training and deploying machine learning models on Amazon SageMakerβ2,269Updated this week
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use thβ¦β144Oct 9, 2026Updated 3 weeks ago
- End-to-end encrypted email - Proton Mail β’ AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- One stop shop for running AI/ML on AWS.β1,200Updated this week
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://githβ¦β202Aug 25, 2025Updated last year
- Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at hβ¦β143Oct 7, 2024Updated 2 years ago
- Example π Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using π§ Amazon SageMaker.β10,998Oct 14, 2026Updated 2 weeks ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.β129Nov 14, 2023Updated 2 years ago
- Amazon SageMaker Local Mode Examplesβ263Apr 29, 2025Updated last year
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.β60Apr 18, 2022Updated 4 years ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:β¦β269Jun 4, 2025Updated last year
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)β169Dec 20, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- β145Jan 23, 2023Updated 3 years ago
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.β172Sep 13, 2023Updated 3 years ago
- The open source version of the Amazon SageMaker docsβ250Jun 15, 2023Updated 3 years ago
- SageMaker specific extensions to TensorFlow.β54Jul 23, 2024Updated 2 years ago
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize developeβ¦β240Apr 21, 2026Updated 6 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMakerβ335Jul 20, 2023Updated 3 years ago
- β138Mar 5, 2026Updated 7 months ago
- β11Feb 15, 2022Updated 4 years ago
- Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensorsβ165May 3, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off β’ AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studioβ136Apr 20, 2023Updated 3 years ago
- Custom docker container for Catboost on Amazon SageMakerβ13Sep 22, 2022Updated 4 years ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurationsβ425Apr 2, 2024Updated 2 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWSβ300Apr 15, 2025Updated last year
- A set of Docker images that include popular frameworks for machine learning, data science and visualization.β155Updated this week
- Scale complete ML development with Amazon SageMaker Studioβ185Nov 7, 2024Updated last year
- The SageMaker Spark Container is a Docker image used to run data processing workloads with the Spark framework on Amazon SageMaker.β43Oct 13, 2026Updated 2 weeks ago
- A library of additional estimators and SageMaker tools based on scikit-learnβ41Feb 1, 2024Updated 2 years ago
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.β334Apr 15, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CMP314 Optimizing NLP models with Amazon EC2 Inf1 instances in Amazon Sagemakerβ14Dec 20, 2023Updated 2 years ago
- A curated list of references for Amazon SageMakerβ180Jan 8, 2024Updated 2 years ago
- Multi Model Server is a tool for serving neural net models for inferenceβ1,024May 20, 2024Updated 2 years ago
- β13Aug 25, 2026Updated 2 months ago
- Toolkit for allowing inference and serving with MXNet in SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at httpsβ¦β29Sep 13, 2023Updated 3 years ago
- β13Nov 1, 2024Updated last year
- β336Aug 25, 2026Updated 2 months ago