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aaraney avatar aaraney commented on September 24, 2024

Having a quick glance at validation_run.py, this is something that the plugin system was developed for.

from ngen-cal.

aaraney avatar aaraney commented on September 24, 2024

@SnowHydrology resurfaced the desire for this feature. Without thinking about it deeply, i'm not sure if it makes more sense to implement this as a core ngen.cal feature or implement this as a plugin that ngen.cal maintains.

Below are the key features @SnowHydrology is asking for:

  • specify a validation simulation time period. This is different from the time period used for calibration.
  • configure how many of the top n performing parameter sets from calibration to run as validation runs.
  • Compute and report performance metrics for the validation parameter sets.

from ngen-cal.

aaraney avatar aaraney commented on September 24, 2024

If we are to go the plugin route, I think we should consider exposing "helper" functions to:

  • modify realization configs with updated parameter values
  • potentially compute performance metrics (on the fence about this)
  • consider how we want to report results (ideally we could standardize that, but likely far too early to get it right)

from ngen-cal.

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