aws-samples / aws-do-kubeflow
A do-framework project to simplify deployment of Kubeflow on Amazon EKS
☆21Updated 2 months ago
Alternatives and similar repositories for aws-do-kubeflow:
Users that are interested in aws-do-kubeflow are comparing it to the libraries listed below
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆56Updated last week
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆140Updated 2 weeks ago
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆42Updated 2 months ago
- ☆52Updated last year
- A set of Docker images that include popular frameworks for machine learning, data science and visualization.☆114Updated this week
- ☆44Updated 11 months ago
- Distributed training using Kubeflow on Amazon EKS☆86Updated 2 weeks ago
- Amazon SageMaker Managed Spot Training Examples☆51Updated 9 months ago
- ☆44Updated 2 months ago
- ☆70Updated 9 months ago
- ACK service controller for Amazon SageMaker☆44Updated last week
- ☆22Updated last year
- Create and manage Amazon SageMaker HyperPod clusters, run distributed model training☆20Updated last week
- ☆21Updated 3 months ago
- This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both…☆44Updated 9 months ago
- ☆23Updated last year
- Amazon ECS Auto Scaling for GPU-based Machine Learning Workloads☆16Updated last year
- MLOps on AWS using Amazon SageMaker Pipelines☆31Updated 2 years ago
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆98Updated 4 years ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆77Updated 11 months ago
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆71Updated 10 months ago
- Sample solution to build a deployment pipeline for Amazon SageMaker.☆13Updated 2 years ago
- ☆11Updated 5 months ago
- Terraform module to support Sagemaker for AWS provider☆32Updated last year
- AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large L…