Giter Club home page Giter Club logo

sna_lectures_notebooks's Introduction

SNA lectures notebooks

Binder

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

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.