Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.
☆105Oct 13, 2022Updated 3 years ago
Alternatives and similar repositories for amazon-sagemaker-safe-deployment-pipeline
Users that are interested in amazon-sagemaker-safe-deployment-pipeline are comparing it to the libraries listed below
Sorting:
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆327Jul 20, 2023Updated 2 years ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆45Jun 7, 2021Updated 4 years ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆170Dec 20, 2023Updated 2 years ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆74Nov 23, 2023Updated 2 years ago
- Materials for a 2-day instructor led course on applying machine learning☆200Apr 21, 2021Updated 4 years ago
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize develope…☆232Feb 11, 2026Updated 3 weeks ago
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆390Jan 14, 2026Updated last month
- Learn Amazon SageMaker☆105Updated this week
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆165Jan 15, 2020Updated 6 years ago
- Amazon SageMaker Solution for explaining credit decisions.☆98May 11, 2023Updated 2 years ago
- ☆319Feb 26, 2026Updated last week
- ☆145Jan 23, 2023Updated 3 years ago
- ☆88Nov 29, 2022Updated 3 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Nov 14, 2023Updated 2 years ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆428Apr 2, 2024Updated last year
- Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK☆23Aug 18, 2020Updated 5 years ago
- lightgbmのfeature-transform(特徴量の非線形化)をすることで、80,000を超える特徴量を線形回帰でも表現できることを示します☆10Nov 7, 2017Updated 8 years ago
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Jan 3, 2021Updated 5 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆295Apr 15, 2025Updated 10 months ago
- Build end-to-end Machine Learning pipeline to predict accessibility of playgrounds in NYC☆15Jul 9, 2020Updated 5 years ago
- PyTorch Implementation of A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce (RecSys'19)☆14Aug 23, 2021Updated 4 years ago
- This repo provides a couple of easy-to-use template scripts to help you set up a custom jupyter kernel on a AWS Sagemaker Jupyter Noteboo…☆11Jun 17, 2021Updated 4 years ago
- The open source version of the Amazon SageMaker docs☆253Jun 15, 2023Updated 2 years ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Jun 10, 2025Updated 8 months ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆157Updated this week
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆144Feb 26, 2026Updated last week
- A library of additional estimators and SageMaker tools based on scikit-learn☆41Feb 1, 2024Updated 2 years ago
- Integrate SageMaker Data Wrangler into your MLOps workflows with Amazon SageMaker Pipelines, AWS Step Functions, and Amazon Managed Workf…☆18Sep 1, 2022Updated 3 years ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆58Apr 18, 2022Updated 3 years ago
- A library for training and deploying machine learning models on Amazon SageMaker☆2,228Feb 27, 2026Updated last week
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆100Dec 30, 2020Updated 5 years ago
- ☆97Jun 9, 2021Updated 4 years ago
- A project template for developing BYOD docker images for use in Amazon SageMaker.☆19Jan 15, 2020Updated 6 years ago
- Awesome real estate value prediction with machine-learnings.☆15Mar 26, 2019Updated 6 years ago
- Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.☆10,884Feb 24, 2026Updated last week
- Research Paper: "Graph Contrastive Learning as a Versatile Foundation for Advanced scRNA-seq Data Analysis"☆10Nov 20, 2024Updated last year
- Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS☆169Jul 20, 2019Updated 6 years ago
- Sample Scripts to Customize SageMaker Notebook Instance☆22May 2, 2024Updated last year
- Model assisted dataset preparation for Amazon Rekognition Custom Labels.☆21May 17, 2021Updated 4 years ago