Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

How to get feature importance scores or attention heatmap #56

Closed
Yuntian9708 opened this issue Aug 16, 2023 · 2 comments
Closed

How to get feature importance scores or attention heatmap #56

Yuntian9708 opened this issue Aug 16, 2023 · 2 comments

Comments

@Yuntian9708
Copy link

Hi,
I am trying to get some visualizations of interpretable results from FT-Transformer, such as feature importance or attention heatmaps. I find some discussions about feature importance in paper section 5.3, but I don't know how to achieve it. Is there a way to achieve these based on the source codes you published? Or can you make an example of implementation?
Thank you very much!

@Yura52
Copy link
Collaborator

Yura52 commented Aug 16, 2023

Please, see this issue

P.S. The implementation of the paper is now located here: https://github.com/yandex-research/tabular-dl-revisiting-models

@Yura52
Copy link
Collaborator

Yura52 commented Aug 16, 2023

If you need further help, feel free to create a new issue in that repository or continue the discussion in the issue I mentioned

@Yura52 Yura52 closed this as completed Aug 16, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants