aida-ugent/ExplaiNE

README

Source code for paper: Explanations for Network Embedding-based Link Prediction

• This folder contains the source code for Explanations for Network Embedding-based Link Prediction

Set up

• Environment: Python 3.6+

• Requirement

  • numpy 1.15.3
  • scipy 1.1.0
  • pandas 0.23.4
  • matplotlib 3.0.0
  • tqdm 4.29.0

Datasets

• Karate: https://en.wikipedia.org/wiki/Zachary%27s_karate_club
• Game of Thrones: https://github.com/mathbeveridge/asoiaf
• MovieLens: https://grouplens.org/datasets/movielens/100k/
• DBLP dataset V10: https://aminer.org/citation

Run

• Karate illustrative example: run script 'experiment_karate.py'

Results

• The figures can be found under subfolder 'figures'
• The table results are printed in the terminal.