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epiforecasts
scoringutils:Utilities for Scoring and Assessing Predictions
Facilitate the evaluation of forecasts in a convenient framework based on data.table. It allows user to to check their forecasts and diagnose issues, to visualise forecasts and missing data, to transform data before scoring, to handle missing forecasts, to aggregate scores, and to visualise the results of the evaluation. The package mostly focuses on the evaluation of probabilistic forecasts and allows evaluating several different forecast types and input formats. Find more information about the package in the Vignettes as well as in the accompanying paper, <doi:10.48550/arXiv.2205.07090>.
Maintained by Nikos Bosse. Last updated 28 days ago.
forecast-evaluationforecasting
52 stars 11.37 score 326 scripts 7 dependentsfk83
scoringRules:Scoring Rules for Parametric and Simulated Distribution Forecasts
Dictionary-like reference for computing scoring rules in a wide range of situations. Covers both parametric forecast distributions (such as mixtures of Gaussians) and distributions generated via simulation. Further details can be found in the package vignettes <doi:10.18637/jss.v090.i12>, <doi:10.18637/jss.v110.i08>.
Maintained by Fabian Krueger. Last updated 7 months ago.
59 stars 11.33 score 408 scripts 13 dependents