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Random geometric graphs

hyprg -- fast embedder to hyperbolic space

build

cd hyprg/
./build.sh

usage

cd hyprg/
./hyprg --help

Python utils

script description
analyze.py compute parameters of arbitrary graph
generate-hrg.py generate hyperbolic random graph
eval-embedding.py estimate quality of graph embedding
fit.py compute graph embedding to hyperbolic space (deprecated, use ./hyprg/hyprg instead)

Required packages

python-networkx python-matplotlib python-tk python-scipy python-sklearn

Python libraries (deprecated)

library description
graph.py TODO refactor
embedding_models.py TODO
loss_functions.py TODO
optimization.py TODO
pair_generators.py generate labelled pairs of vertices

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Random geometric graphs

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  • C++ 52.7%
  • Python 46.8%
  • Other 0.5%