Relations in Computer ScienceExplores the properties of relations in computer science, including equivalence relations and the partition of a set.
Sets and FunctionsIntroduces binary relations, functions, and various types of relations in sets.
Functions and IntegersCovers functions, integers, GCD, and reasoning by recurrence, including the Euclidean algorithm and induction principle.
Linear Algebra: DiagonalizationExplores the diagonalization of matrices and the conditions for exact diagonalization, with examples demonstrating the process.
Belief PropagationExplores Belief Propagation in graphical models, factor graphs, spin glass examples, Boltzmann distributions, and graph coloring properties.