Introduction
What this guide covers
Introduction Rigorous Mathematical Treatment
Overview
Topics covered
- Introduction
- Probabilistic Graphical Models: The Conjunction of Graphs and Probability
- Conceptual introduction and historical perspective
- Fundamentals of high-dimensional probability theory
- 2.1 The chain rule
- 2.2 Absolute independence and conditional independence
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
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P(X_1, X_2, \dots, X_N) = \prod_{i=1}^{N} P(X_i \mid X_1, X_2, \dots, X_{i-1})