Eddy AutoML UI

Eddy AutoML is an automated machine learning platform for streaming data. Part of the Eddy Analytics Platform.

User interface for the Eddy AutoML service. Used for scheduling, managing and monitoring AutoML jobs.

The AutoML UI is an SPA written in Vue.js. It solely uses the Apollo GraphQL client to communicate with other services which are the Kafka GraphQL bridge and the backend service. It uses WebSockets and GraphQL subscriptions to communicate the Kafka GraphQL bridge in order to get available Kafka topics for data streaming and real-time machine learning statistics to use in a AutoML Job interface. Authentication and meta-information about the job are also done through GraphQL by communicating with the backend service.

Project setup

yarn install

Compiles and hot-reloads for development

yarn serve

Compiles and minifies for production

yarn build

Run your unit tests

yarn test:unit

Run your end-to-end tests

yarn test:e2e

Lints and fixes files

yarn lint

Customize configuration

See Configuration Reference.