Module sampling 

Sampling utilities for common statistical operations

Functions

bootstrap_indices

Sample indices for bootstrapping (sampling with replacement)

random_exponential

Sample from an exponential distribution

random_floats

Generate an array of random floating-point values in a range

random_integers

Generate an array of random integers in a range

random_lognormal

Sample from a log-normal distribution

random_normal

Sample from a normal distribution with given mean and standard deviation

random_standard_normal

Sample from a standard normal distribution (mean 0, std dev 1)

random_uniform01

Sample uniformly from [0, 1)

sample_without_replacement

Sample indices without replacement (for random subsampling)