aws-samples / machine-learning-using-k8s
Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
☆164Updated 5 years ago
Alternatives and similar repositories for machine-learning-using-k8s:
Users that are interested in machine-learning-using-k8s are comparing it to the libraries listed below
- Amazon SageMaker operator for Kubernetes☆149Updated last year
- 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
- Deep learning benchmark utility and optimization tips on EKS.☆48Updated 5 years ago
- Distributed training using Kubeflow on Amazon EKS☆86Updated this week
- CSI Driver of Amazon FSx for Lustre https://aws.amazon.com/fsx/lustre/☆130Updated last month
- KubeFlow on AWS☆178Updated 2 months ago
- Istio BookInfo sample with Kubernetes on AWS☆111Updated 6 years ago
- Argoflow-AWS has been superseded by deployKF☆44Updated last year
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆165Updated 5 years ago
- A self-paced workshop designed to allow you to get hands on with building a real-time data platform using serverless technologies such as…☆22Updated 6 years ago
- Materials for the "AI on Kubernetes" tutorial at O'Reilly AI SF 2018☆65Updated 6 years ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆270Updated last month
- Terraform module for creating GKE clusters to run Kubeflow☆215Updated 4 years ago
- Reference architecture of Amazon EKS cloudformation templates and AWS CDK samples☆143Updated 2 years ago
- Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.c…☆60Updated last month
- ☆52Updated 7 years ago
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆186Updated 4 years ago
- Code accompanying AWS re:Invent workshop DEV 303 showcasing how to get deep application insights using Amazon EKS with AWS X-Ray and Amaz…☆57Updated 3 years ago
- A tool to extend the capabilities of an EKS cluster☆67Updated 4 years ago
- This workshop demonstrates two methods of machine learning inference for global production using AWS Lambda and Amazon SageMaker☆57Updated 4 years ago
- Sample Apache Flink application that can be deployed to Kinesis Analytics for Java. It reads taxi events from a Kinesis data stream, proc…☆85Updated last year
- Small Google Cloud Platform examples and code snippets.☆155Updated 2 years ago
- A Data Platform built for AWS, powered by Kubernetes.☆127Updated last year
- SageMaker specific extensions to TensorFlow.☆54Updated 8 months ago
- Collection of workshops to demonstrate best practices in using Amazon EC2 Spot Instances. https://aws.amazon.com/ec2/spot/☆185Updated 7 months ago
- Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core☆174Updated 3 years ago
- This is the documentation for AWS Deep Learning AMIs: your one-stop shop for deep learning in the cloud☆46Updated last year
- Performance optimization for Spark running on Kubernetes☆87Updated 4 years ago
- An example project to deploy MXNet inference API with Docker on Amazon ECS. Uses CodePipeline and CodeBuild to build the image to deploy …☆49Updated 5 years ago
- A Kubernetes controller for managing Amazon API Gateways☆114Updated 3 years ago