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Add parameter checks for parametric distributions#116

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sallen12 wants to merge 13 commits intomainfrom
param_checks
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Add parameter checks for parametric distributions#116
sallen12 wants to merge 13 commits intomainfrom
param_checks

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@sallen12 sallen12 commented Mar 24, 2026

Second breakdown of #101

  • Add parameter checks when calculating the CRPS and log score for parametric distributions. An additional argument "check_pars" is added to the score functions, so that the checks can be removed for more efficient optimisation of the scores as loss functions.

The checks could possibly be written into utility functions, since they are used for both the log score and CRPS - the current code is therefore slightly repetitive. Let me know if you would prefer this.

@sallen12 sallen12 requested a review from frazane March 24, 2026 14:50
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