This is a novel standalone frontend for OpenML, built on Flask, React, and Dash.
If you haven't already, install a recent version of NPM (6 or higher). Next, due to a recent bad webpack update, install the following:
npm install webpack@^4.20.2 webpack-cli@^3.1.1
Build the app by running
npm run debug
If you haven't already, install Flask with
pip install Flask.
Start the service with:
You should now see it running in your browser at:
How to contribute
We welcome all contributions to:
- Style and layout
- Data visualizations
- Search functionality
- Bugfixes and open issues
If you want to contribute new features, or you need additional functionality from the OpenML server, please open an issue.
OpenML Server interaction
The frontend mainly works on data from an ElasticSearch index of OpenML data. Additional interactions with an OpenML backend (e.g. dataset upload) go via the OpenML REST API
This code is currently underdocumented. We are working on this. Feel very free to open issues to ask questions!