Re-implement filter inspection

Karlo-Emilo commented 1 year ago

We have the current implementation, which can be seen on ml-machine.org/.

We also have Nicolai's prototype of a new, more interactive inspection tool: https://gitlab.au.dk/au-cs-ceed/ml-microbit-browser/-/tree/filter-inspection

It may be too time-expensive to finish Nicolais prototype, but we may be able to make a simplified version

This task includes some design work and decisions.

Do #95 first.

Karlo-Emilo commented 1 year ago

Do this before #96

Karlo-Emilo commented 1 year ago

Status:

A first draft has been implemented in #264

The following needs to be implemented before this feature can be production ready:

Add navigation to this feature from the Trainer page as suggested in #239
The live data in the plots should be the respective filter.output not the raw output from the accelerometer
Disable the extra inspection of the filters. currently, you can clack the filters for extra details (in #264 ). This should not be implemented in this first round.
The plots should not show bars, but the raw data points (preferable) or box-plots or similar.

microbit-foundation / cctd-ml-machine