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Log more metrics

Open JackKelly opened this issue 4 years ago • 2 comments

  • [x] Log timeseries of validation data (predicted PV over several hours, and actual PV)
  • [ ] Separately, create video of the clouds for that validation sequence? Or maybe log that video to Neptune too. But don't need to re-create every run (as long as the validation data never changes)

https://docs.google.com/document/d/1E9pccSVVIfn8m14fUqBCVLWKNiU1dUe_zgTcurqLWww/edit#

JackKelly avatar Jul 10 '21 19:07 JackKelly

I would like to add a weighted mae / mse, where first time step is weighted a lot more heavily than the last. The weights could exponentially decay, and the loss could be shorted to mae_exp2 = mae which weights decaying by half.

peterdudfield avatar Sep 02 '21 10:09 peterdudfield

PR: https://github.com/openclimatefix/predict_pv_yield/pull/73

peterdudfield avatar Sep 02 '21 12:09 peterdudfield