scipy.stats.gaussian_kde.resample

gaussian_kde.resample(self, size=None, seed=None)

Randomly sample a dataset from the estimated pdf.

Parameters

sizeint, optional

The number of samples to draw. If not provided, then the size is the same as the effective number of samples in the underlying dataset.

seedNone or int or np.random.RandomState, optional

If seed is None, random variates are drawn by the RandomState singleton used by np.random. If seed is an int, a new np.random.RandomState instance is used, seeded with seed. If seed is already a np.random.RandomState instance, then that np.random.RandomState instance is used. Specify seed for reproducible drawing of random variates.

Returns

resample(self.d, size) ndarray

The sampled dataset.