Advanced · Research
Bayesian programming
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. A methodology for specifying and solving problems using probabilistic models when information is incomplete.
Technical Definition
A methodology for specifying and solving problems using probabilistic models when information is incomplete.
How it works
Bayesian programming is a framework for building and reasoning with probabilistic models. It provides a formal way to represent uncertainty and dependencies between variables, enabling intelligent decision-making even when faced with incomplete or noisy data. This approach is rooted in Bayesian probability theory.