This repository contains study materials, assignments, and solutions for the course PCC121 – Complex Networks (2025/2) at UFOP. The course covers the theory and applications of graphs and networks, from basic models to advanced topics such as community detection and network dynamics.
- Introduction & Graph Theory
- Random Networks
- Scale-Free Property & BA/BB Models
- Degree Correlation (Assortativity)
- Robustness & Cascading Failures
- Community Detection
- Functional & Dynamical Networks
- node2vec & GNNs
- Final Project Seminar
- Python, igraph, NetworkX
- Matplotlib, Seaborn, Pandas
- Jupyter Notebook
- Barabási, A.-L. Network Science
- Newman, M. Networks: An Introduction
Maintained by Gabriel Costa – PCC121 (2025/2)