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Network Science

License: MIT

In this repository, I share some of the Jupyter notebooks I use in the Network Science class I offer under the Asian Institute of Management's MSc. in Data Science program where Network Science is a core data science course.

Table of Contents

  1. Intro to Network Analysis
  2. Intro to Network Models
  3. Exploring Network Vulnerability and Robustness with Centrality Measures
  4. Community Detection in Complex Networks
  5. Error and Attack in Complex Networks
  6. Application: Exploring Vaccination Strategies
  7. Phenomenon: Friendship Paradox
  8. Application: Social Distancing (An Elementary Model)

Dependencies

Just make sure you have NetworkX installed in your machine. We are also using the Louvain Method in detecting communities in some of the notebooks; install the python-louvain library as well.

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Network Science, Complex Networks

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