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Add ensemble functionality#131

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tnipen merged 27 commits into
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ensemble
Feb 22, 2026
Merged

Add ensemble functionality#131
tnipen merged 27 commits into
masterfrom
ensemble

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@tnipen

@tnipen tnipen commented Feb 22, 2026

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Data now removes any cases if one or more input files are missing *all*
ensemble members. That is, we allow an input to be missing some members
on a particular case, without removing the cases from verification.
Interpolate ensembles as well
This version uses the RMSE of the ensemble mean and the ensemble std
instead of the spread of two quantiles.
This works with any preaggregation
This uses the ensemble standard deviation, instead of the spread of two
quantiles.
Instead, set the last dimension to size 0 if there is no ensemble
verif.util.clean now uses 32bit floats. This should reduce memory
footprint by a factor of 2. Use float64 when reading time variables as
float32 doesn't have the precision needed to represent unixtime.D Bug

Use np.float32 as default in verif.util.clean
@tnipen tnipen merged commit 37753b0 into master Feb 22, 2026
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