Data shown in the Dashboard disappears when navigating across the tabs

[dmalagarriga]

First of all thank you very much for your impressive work in InterpretML.

My issue: I would like to keep the data in the tabs after navigating to another tab. I know it is a Dash issue but I was wondering whether you have thought about how to fix it. That would be really useful since each time I switch to another tab the page reloads and I have to select again the elements from the Dropdown menu. Thank you!

[interpret-ml]

Hi @dmalagarriga,

We're happy that you're enjoying InterpretML! You're right, this is a Dash issue that would take some time to fix. One potential solution is storing each tab's state via hidden div tags at the parent level (which seems to be the standard way at the moment).

For this reason and others, we're working on implementing the dashboard through both dash and inline react.js directly, where we have more flexibility. Stay tuned over the next few months for these updates!

Thanks! -InterpretML Team

[dmalagarriga]

Thank you very much for your quick reply. I've been trying to implement your suggested solution without success (storin' each tab's state through hidden div tags). I had read about it a while ago but I've never been able to implement it correctly (and I have not found any functional example). My question is: could you post a small example with a solution to that? In any case, I'll stay tuned for your updates in these forthcoming months! Thank you.