scipy.stats.gaussian_kde.resample¶
-
gaussian_kde.
resample
(self, size=None, seed=None)[source]¶ 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.
- seed{None, int, RandomState, Generator}, optional
This parameter defines the object to use for drawing random variates. If seed is None the RandomState singleton is used. If seed is an int, a new
RandomState
instance is used, seeded with seed. If seed is already aRandomState
orGenerator
instance, then that object is used. Default is None. Specify seed for reproducible drawing of random variates.
- Returns
- resample(self.d, size) ndarray
The sampled dataset.