Supporting materials for the SNA course @UNIPI.
Each notebook proposes a networkx guide through all the topics of a course lecture.
- Chapter 2: Basic Measures
- Chapter 3: Random Networks
- Chapter 4: It's a Small World!
- Chapter 5: Scale Free
- Chapter 6: Centrality & Assortative Mixing
- Chapter 7: Ties Strength & Resilience
- Chapter 8: Community Discovery
- Chapter 9: Network Dynamics
- Chapter 10: Link Prediction
- Chapter 11: Dynamic Community Discovery
- Chapter 12: Decision Based Models
- Chapter 13: Epidemics
- Chapter 14: Opinion Dynamics
The following notebooks details the facilities offered by libraries we developed to support Community Discovery, and Network Diffusion tasks. Their "reading" is suggested as a support for Chapters 8-11, and Chapters 12-13-14 respectively.
- CDlib: Community Discovery Library
- NDlib: Network Diffusion Library