aws-samples / machine-learning-using-k8s
Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
☆165Updated 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 2 weeks ago
- Materials for the "AI on Kubernetes" tutorial at O'Reilly AI SF 2018☆65Updated 6 years ago
- CSI Driver of Amazon FSx for Lustre https://aws.amazon.com/fsx/lustre/☆131Updated 3 months ago
- KubeFlow on AWS☆182Updated 2 weeks ago
- ACK service controller for Amazon SageMaker☆44Updated last week
- Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core☆174Updated 3 years ago
- 🎱 A demonstration of existing machine learning toolkits on Kubernetes☆56Updated 6 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
- Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.c…☆60Updated 2 months ago
- ☆35Updated 5 years ago
- 👩🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure☆291Updated 4 years ago
- Istio BookInfo sample with Kubernetes on AWS☆111Updated 6 years ago
- A tool to extend the capabilities of an EKS cluster☆67Updated 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
- 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
- AWS Workshop tutorial for building applications with Amazon AI Services☆31Updated 3 years ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆271Updated 2 months ago
- Material for re:Invent 2017 - CMP316 - Workshop: Hedge Your Own Funds: Run Monte Carlo Simulations on Amazon EC2 Spot Fleets☆43Updated 5 years ago
- This is the documentation for AWS Deep Learning AMIs: your one-stop shop for deep learning in the cloud☆46Updated last year
- Test infrastructure and tooling for Kubeflow.☆63Updated 2 months ago
- Reference architecture of Amazon EKS cloudformation templates and AWS CDK samples☆143Updated 2 years ago
- Amazon ECS Interstella Workshops CON209/318/319/407☆55Updated 5 years ago
- ☆52Updated 7 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
- As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges i…☆63Updated 6 years ago
- This workshop demonstrates two methods of machine learning inference for global production using AWS Lambda and Amazon SageMaker☆57Updated 4 years ago
- ☆15Updated 6 years ago