xskillscore
xskillscore: Metrics for verifying forecasts
xskillscore is an open source project and Python package that provides verification metrics of deterministic (and probabilistic from properscoring) forecasts with xarray. Example
code:python
import xskillscore as xs
# obs: (time, y, x)
# fcst: (member, time, y, x)
crps = xs.crps_ensemble(observations=obs, forecasts=fcst, dim="member")
skill_map = crps.mean("time")