Tutorials

This section contains step-by-step tutorials to help you get started with Graphons.jl.

Getting Started

• Getting Started with Graphons - Learn the basics of graphon models, how to define simple continuous graphons, and sample random graphs from them.

• Stochastic Block Models - Explore block models with community structure, core-periphery patterns, and hierarchical organization. Learn how to discretize continuous graphons.

Advanced Topics

• Multiplex Networks with Decorated Graphons - Explore decorated graphons for modeling multiplex networks with multiple edge types or layers, including marginal probabilities and cross-layer correlations.

• Custom Distributions for Decorated Graphons - Learn how to implement custom distribution types for specialized edge attributes and sampling logic beyond what Distributions.jl provides.