[feature request] Support automated feature engineering in Katib

kubeflow / katib

Automated Machine Learning on Kubernetes

https://www.kubeflow.org/docs/components/katib

Apache License 2.0

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[feature request] Support automated feature engineering in Katib #475

Open richardsliu opened 5 years ago

richardsliu commented 5 years ago

Possible areas of exploration:

Feature selection
Feature transformation
Feature crosses

Relevant papers:

richardsliu commented 5 years ago

@ddutta What do you think about this?

gaocegege commented 5 years ago

Hi is there any progress?

richardsliu commented 5 years ago

I am working on a design for this. It got delayed due to some other higher priority items. Hoping to get back on this by middle of May.

gaocegege commented 4 years ago

https://github.com/microsoft/nni/pull/1387/files?short_path=e3f023f#diff-e3f023f64e145ea2265625c21ae30799

NNI has an example for using NNI to run auto feature engineering

stale[bot] commented 3 years ago

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

andreyvelich commented 3 years ago

/lifecycle frozen