jappy0 / heat

HEAT: Hyperbolic Embedding of Attributed Networks

Reference implementation of algorithm described in https://arxiv.org/abs/1903.03036

Authors: David MCDOANLD [email protected]

Requirements:

Python3 Numpy Scipy Scikit-learn Scikit-multilearn Keras

How to use:

TODO

Input Data Format

Graphs are given as edgelists in the form u\tv\tw where w is the weight of the connection between nodes u and v u and v should be integers every int in [0, N-1] must appear in the edgelist

labels and features should be comma separated tables indexed by node id

Citation:

If you find this useful, please use the following citation

@misc{mcdonald2019heat,
    title={HEAT: Hyperbolic Embedding of Attributed Networks},
    author={David McDonald and Shan He},
    year={2019},
    eprint={1903.03036},
    archivePrefix={arXiv},
    primaryClass={cs.SI}
}