Probabilistic Models, Sampling Methods, Machine Learning, Editors Pick, Hands On Tutorials.
defined by one of our distribution formulas), or if our cumulative density function (CDF) is known, sampling is easy. If the distribution is not simple, we can’t directly sample from it. Such a case exists when we work on energy-based models, for example, due to the normalization constant requiring