Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.
☆129Nov 14, 2023Updated 2 years ago
Alternatives and similar repositories for sagemaker-experiments
Users that are interested in sagemaker-experiments 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
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆144Oct 9, 2026Updated 2 weeks ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆300Apr 15, 2025Updated last year
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆530Updated this week
- Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors☆165May 3, 2024Updated 2 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.
- Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at h…☆143Oct 7, 2024Updated 2 years ago
- A library for training and deploying machine learning models on Amazon SageMaker☆2,269Updated this week
- The open source version of the Amazon SageMaker docs☆250Jun 15, 2023Updated 3 years ago
- Toolkit for allowing inference and serving with MXNet in SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https…☆29Sep 13, 2023Updated 3 years ago
- Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.c…☆60Feb 11, 2025Updated last year
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆60Apr 18, 2022Updated 4 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 6 years ago
- Docker container for running Chainer scripts to train and host Chainer models on SageMaker☆19Apr 10, 2023Updated 3 years ago
- SageMaker specific extensions to TensorFlow.☆54Jul 23, 2024Updated 2 years ago
- 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.
- ☆13Nov 1, 2024Updated last year
- Mastering Data Science Engineering☆14Oct 2, 2025Updated last year
- One stop shop for running AI/ML on AWS.☆1,200Updated this week
- 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
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆172Sep 13, 2023Updated 3 years ago
- A Spark library for Amazon SageMaker.☆301Aug 6, 2026Updated 2 months ago
- Hands-on demonstrations for data scientists exploring SageMaker☆45Oct 18, 2022Updated 4 years ago
- Build and automatize the management of your Sagemaker Studio Users using AWS CDK!☆23Apr 5, 2022Updated 4 years ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆269Jun 4, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆188Aug 11, 2026Updated 2 months ago
- Using Deep Learning for Demand Forecasting with Amazon SageMaker☆91Sep 14, 2022Updated 4 years ago
- ☆336Aug 25, 2026Updated 2 months ago
- Amazon SageMaker Local Mode Examples☆263Apr 29, 2025Updated last year
- A library of additional estimators and SageMaker tools based on scikit-learn☆41Feb 1, 2024Updated 2 years ago
- ☆145Jan 23, 2023Updated 3 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Oct 13, 2022Updated 4 years ago
- Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.☆10,996Oct 14, 2026Updated 2 weeks ago
- Integrating Amazon API Gateway private endpoints with on-premises networks☆12Jul 9, 2021Updated 5 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.
- Openfold inference architecture for Amazon EKS☆11Oct 1, 2024Updated 2 years ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆157Jun 10, 2025Updated last year
- Deploy Machine Learning Models as Serverless APIs☆17Oct 25, 2023Updated 3 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆335Jul 20, 2023Updated 3 years ago
- ☆46Aug 4, 2025Updated last year
- Scale complete ML development with Amazon SageMaker Studio☆185Nov 7, 2024Updated last year
- Custom::LexBot | AWS CloudFormation Custom Lambda Resource | Lex Bot☆10Jan 13, 2021Updated 5 years ago