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SNA lectures notebooks

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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

Appendixes

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

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Notebook support for the SNA lectures

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