Python framework for short-term ensemble prediction systems.

scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.

Forecast Verification/Validation Tools in Python

A verification pipeline for evaluating models and forecasts.

Verification of spatial-structure in ensembles of forecast fields

Ensemble forecast verification in Python using reliability diagrams for streamflow data.

Temporal adaptation of the gamma index for time series forecast evaluation under joint amplitude and timing tolerances, with applications to renewable energy forecasting.

Open schema, verifier and conformance suite for portable pre-match football prediction evidence records.

Reference implementation of the Relative Utility Value metric for forecast value assessment

Do published probabilistic forecasts hold up when you score them? Pre-registered verification of NWS precipitation, AirNow air quality, and CAISO day-ahead power prices — one scoring toolkit, three domains.

Seoul-only cinematic weather app with live radar and an adaptive precipitation ensemble that scores providers against KMA observations and learns how much to trust each one.

Clima calibrado y riesgos naturales de Chile en tiempo real — pronóstico multi-modelo verificado contra observaciones, sismos, tsunami, incendios, alertas y emergencia comunitaria. PWA sin dependencias externas.