Tutorials / projects

Here you can find tutorials and public projects.

Tutorial about networks (with NetworkX and EoN) and epidemic modeling:

• Jupyter notebook with tutorial

  Table of notebook's Contents :

  • First meeting with graphs and libraries:
    • Intro
    • Packages installation
    • Packages importing
  • Creation of a real Graph:
    • Complex long start
    • Lazy fast start
  • Inspection of the Graph:
    • Loading graph from source
    • Creation of a pseudo-random Graph
    • Graph Visualization
  • Introduction in Epidemics on Networks:
    • Basics of epidemic modeling
    • Connected components
  • SI Model:
    • Statement of the model
    • Implementation in Real Graph
    • Implementation in Pseudo-random Graph
    • Compare with EoN modeling
  • SIR Model:
    • Statement of the model
    • Implementation in Real Graph
    • Implementation in Pseudo-random Graph
    • Compare with EoN modeling
  • SIS Model:
    • Statement of the model
    • Implementation in Real Graph
    • Implementation in Pseudo-random Graph
    • Compare with EoN modeling
  • Conclusion