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