Metrics

hy2dl.evaluation.metrics.nll(dist: str, obs: DataArray, sim: DataArray, mdn_weight: DataArray, **kwargs) → DataArray

hy2dl.evaluation.metrics.nse(obs: DataArray, sim: DataArray) → DataArray

Calculate Nash-Sutcliffe Efficiency.

hy2dl.evaluation.metrics.pnse(obs: DataArray, sim: DataArray, persistent: DataArray) → DataArray

Calculate Persistence Nash-Sutcliffe Efficiency.

hy2dl.evaluation.metrics.rmse(obs: DataArray, sim: DataArray) → DataArray

Calculate Root Mean Squared Error.