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machine-learning-ui

README.md

Clear Linux* OS machine-learning-ui container image

What is this image?

clearlinux/machine-learning-ui is a Docker image with machine-learning-ui running on top of the official clearlinux base image.

Machine Learning UI provides the machine learning framework with Jupiter notebook with the benefits of Clear Linux OS.

For other Clear Linux* OS based container images, see: https://hub.docker.com/u/clearlinux

Why use a clearlinux based image?

Clear Linux* OS is an open source, rolling release Linux distribution optimized for performance and security, from the Cloud to the Edge, designed for customization, and manageability.

Clear Linux* OS based container images use:

  • Optimized libraries that are compiled with latest compiler versions and flags.
  • Software packages that follow upstream source closely and update frequently.
  • An aggressive security model and best practices for CVE patching.
  • A multi-staged build approach to keep a reduced container image size.
  • The same container syntax as the official images to make getting started easy.

To learn more about Clear Linux* OS, visit: https://clearlinux.org.

Deployment:

Deploy with Docker

The easiest way to get started with this image is by simply pulling it from Docker Hub.

  1. Pull the image from Docker Hub:

    docker pull clearlinux/machine-learning-ui

  2. Start a container using the examples below:

    docker run -p 8888:8888 -it clearlinux/machine-learning-ui

Deploy with Kubernetes

This image can also be deployed on a Kubernetes cluster, such as minikube.The following example YAML template files are provided in the repository as reference for Kubernetes deployment:

To deploy the image on a Kubernetes cluster:

  1. Review the contents of the template file and edit appropriately for your needs.

  2. Deploy machine-learning-ui-deployment.yaml.

    kubectl create -f machine-learning-ui-deployment.yaml

  3. Navigate to http://:30001 in your browser, where 30001 is the port number defined in your service..

Build and modify:

The Dockerfiles for all Clear Linux* OS based container images are available at https://github.com/clearlinux/dockerfiles. These can be used to build and modify the container images.

  1. Clone the clearlinux/dockerfiles repository.

    git clone https://github.com/clearlinux/dockerfiles.git

  2. Change to the directory of the application:

    cd machine-learning-ui/

  3. Build the container image:

    docker build -t clearlinux/machine-learning-ui .

    Refer to the Docker documentation for default build arguments. Additionally:

    • swupd_args - specifies arguments to pass to the Clear Linux* OS software manager. See the swupd man pages for more information.

Licenses

All licenses for the Clear Linux* Project and distributed software can be found at https://clearlinux.org/terms-and-policies