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Add parameter checks for parametric distributions #116

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Add parameter checks for parametric distributions #116

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e401a02
refactor score functions and add utility functions
sallen12 Mar 24, 2026
60ca609
reduce tolerance of weighted energy score test for jax
sallen12 Mar 24, 2026
4bc9953
Merge branch 'main' into refac_utils
sallen12 Mar 24, 2026
6a8896b
add parameter checks to parametric crps and log scores
sallen12 Mar 24, 2026
8415761
add parameter checks for discrete parametric distributions
sallen12 Mar 24, 2026
9b88fbc
add tests for some parameter checks
sallen12 Mar 24, 2026
9e3b955
fix bug in crps test
sallen12 Mar 24, 2026
bbe10dd
add parameter checks to crps tests
sallen12 Mar 26, 2026
ce513d7
add errors to crps functions when unavailable backend is used
sallen12 Mar 30, 2026
355a406
add parameter checks to log score tests
sallen12 Mar 31, 2026
9c51956
Merge branch 'main' into param_checks
sallen12 Mar 31, 2026
bd677eb
fix bug in vertically-rescaled energy score argument ordering
sallen12 Mar 31, 2026
52c6466
allow tensorflow and jax backends for t log score
sallen12 Apr 1, 2026
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621 changes: 582 additions & 39 deletions scoringrules/_crps.py
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4 changes: 2 additions & 2 deletions scoringrules/_energy.py
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Original file line number Diff line number Diff line change
Expand Up @@ -219,10 +219,10 @@ def vres_ensemble(
obs: "Array",
fct: "Array",
w_func: tp.Callable[["ArrayLike"], "ArrayLike"],
*,
ens_w: "Array" = None,
m_axis: int = -2,
v_axis: int = -1,
*,
ens_w: "Array" = None,
backend: "Backend" = None,
) -> "Array":
r"""Compute the Vertically Re-scaled Energy Score (vrES) for a finite multivariate ensemble.
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