Hyperbolic Bus Routes

Authors: Ruitao Yi, Abhirup Ghosh, Rik Sarkar

Extracting hyperbolic embeddings for Edinburgh bus transportation network

Results

Hyperbolic plot of Edinburgh bus routes

Dependencies

• Python 3.7
• Lxml 4.5.2
• Numpy 1.19
• Scipy 1.5.2
• Jupyter 1.0.0
• Networkx 2.4
• Pandas 1.1.0
• Mpu 0.23.1
• Joblib 0.12
• Gensim 3.8.3
• Plotly 4.9.0
• Iteration_utilities 0.10.1

Steps:

1. Run Preprocessing.ipynb to process the data on the website
2. Run 4pc_distances.ipynb to get the 4pc-episilon plot
3. Run model.ipynb to get the hyperbolic embedding plot