OpenML Auto-AutoML¶

This repository is under a project called AutoML4All, an initiative to provide AutoML tools to anyone without programming experience.
At the moment, this is focused on only Tabular data.
If anyone uploads a dataset to OpenML, we perform these steps every n (here 5) hours
- Check if there are new datasets based on what was previously stored
- Identify if there is a Task, if not, then try to create one based on the target variable and data type of the target column.
- Once a task is created, summon amlb and based on the chosen automl frameworks, send a request to the GPU servers
- For now, we are using Snellius
- Once the frameworks are done running, upload the run results back to OpenML.

How to use?¶

If this project has not shut down, you should just be able to access it by uploading a dataset to OpenML and checking back in a few hours.

Hello future OpenML developer, so you want to re-run/make a new version of this? Just look at the rest of this documentation