mlnext.data.sample_normal#

mlnext.data.sample_normal(*, mean: ndarray, std: ndarray) → ndarray[source]#

Samples from a normal gaussian with mu=`mean` and sigma=`std`.

Parameters:

  • mean (np.ndarray) – Mean of the normal distribution.

  • std (np.ndarray) – Standard deviation of the normal distribution.

Returns:

Returns the drawn samples.

Return type:

np.ndarray

Example

>>> # Sample from a normal distribution with mean and standard dev.
>>> sample_normal(mean=[0.1], std=[1])
array([-0.77506174])