jax.scipy.stats.gaussian_kde.resample

jax.scipy.stats.gaussian_kde.resample#

gaussian_kde.resample(key, shape=())[source]#

Randomly sample a dataset from the estimated pdf

Parameters:
  • key – a PRNG key used as the random key.

  • shape – optional, a tuple of nonnegative integers specifying the result batch shape; that is, the prefix of the result shape excluding the last axis.

Returns:

The resampled dataset as an array with shape (d,) + shape.