incerto.bayesian.sample_from_posterior

incerto.bayesian.sample_from_posterior#

incerto.bayesian.sample_from_posterior(mean, variance, num_samples=1)[source]#

Sample from a Gaussian posterior.

Parameters:
  • mean (Tensor) – Mean of the posterior

  • variance (Tensor) – Variance of the posterior

  • num_samples (int) – Number of samples to draw

Return type:

Tensor

Returns:

Samples of shape (num_samples, *mean.shape)