[feature request] Support automated feature engineering in Katib

[richardsliu]

Possible areas of exploration:

• Feature selection
• Feature transformation
• Feature crosses

Relevant papers:

• https://arxiv.org/pdf/1709.07150.pdf
• https://hal.inria.fr/inria-00484049/document

[richardsliu]

@ddutta What do you think about this?

[gaocegege]

Hi is there any progress?

[richardsliu]

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]

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]

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]

/lifecycle frozen