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Add timeseries functionality to dashboard #568

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cwmeijer opened this issue Apr 25, 2023 · 1 comment · Fixed by #575
Closed

Add timeseries functionality to dashboard #568

cwmeijer opened this issue Apr 25, 2023 · 1 comment · Fixed by #575

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@cwmeijer
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cwmeijer commented Apr 25, 2023

@stefsmeets
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stefsmeets commented Apr 25, 2023

This is what I have for now:

Screenshot 2023-04-25 163756

Some issues that I ran into:

  • LIME timeseries interface is not complete yet. The output returns zeroes and the explain_timeseries function is inconsistent with RISE. This is why the bars look gray. -> Fixed by 560 improve results of lime timeseries notebooks #589
  • Should explain_timeseries return (normalized) segments?
  • What will the data format for timeseries look like? For now I just load a .npy file with a single column of y values. I can imagine this should be some pandas data frame or numpy array with xy data instead.

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