aws-samples / mlops-sagemaker-github-actions
MLOps example using Amazon SageMaker Pipeline and GitHub Actions
☆73Updated 10 months ago
Alternatives and similar repositories for mlops-sagemaker-github-actions:
Users that are interested in mlops-sagemaker-github-actions are comparing it to the libraries listed below
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆139Updated last month
- ☆133Updated 10 months ago
- MLOps workshop with Amazon SageMaker☆97Updated 5 months ago
- ☆30Updated 2 months ago
- ☆220Updated 6 months ago
- Scale complete ML development with Amazon SageMaker Studio☆156Updated 4 months ago
- Amazon SageMaker Local Mode Examples☆252Updated last month
- MLOps on AWS using Amazon SageMaker Pipelines☆29Updated last year
- ☆88Updated 2 years ago
- Secure and scalable MLOps platform on AWS using Terraform.☆39Updated 2 weeks ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆149Updated 3 months ago
- ☆36Updated last month
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆310Updated last year
- Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at h…☆137Updated 5 months ago
- CI/CD pipeline with Amazon SageMaker and Github actions☆24Updated 2 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- ☆84Updated 10 months ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆60Updated last year
- ☆145Updated 2 years ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 2 years ago
- ☆52Updated 10 months ago
- ☆25Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆133Updated this week
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 3 years ago
- This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.☆46Updated 3 years ago
- ☆33Updated last year
- ☆31Updated 8 months ago
- Use LLMs for building real-world apps☆111Updated last month
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio☆130Updated last year
- Hands-on workshop for distributed training and hosting on SageMaker☆132Updated 2 weeks ago