earthkit.meteo.score.xarray.resample

earthkit.meteo.score.xarray.resample(*args, dim=None, out_dim='sample', n_iter=100, n_samples=None, replace=True, rng=None)

Resample arrays for bootstrapping.

Parameters:

  • *args (xarray object) – Arrays to sample. Must have the same size along dim

  • dim (str) – Sample along this dimension

  • out_dim (str) – Output dimension name for samples

  • n_iter (int) – Number of bootstrapping iterations

  • n_samples (int or None) – Number of samples for each iteration. If None, use the number of inputs (size of the first array along the sampling dimension)

  • replace (bool) – Sample with replacement (on by default)

  • rng (numpy.random.Generator) – Random number generator

Returns:

Resampled arrays (one element per input array)

Return type:

tuple