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POINCARÉ DIFFERENTIALLY PRIVATE FOR HIERARCHY-AWARE GRAPH EMBEDDING

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Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
data		data
dp_scores		dp_scores
README.md		README.md
dataloads.py		dataloads.py
main.py		main.py
model.py		model.py
poincare.py		poincare.py
utils.py		utils.py

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PoinDP

POINCARÉ DIFFERENTIALLY PRIVATE FOR HIERARCHY-AWARE GRAPH EMBEDDING

Requirements

The implementation of PoinDP is tested under Python 3.9, with the following packages installed:

dgl == 0.8.2
torch == 1.8.0+cu111
torch-geometric == 2.0.4
scikit-learn == 1.0.2
numpy == 1.22.3

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POINCARÉ DIFFERENTIALLY PRIVATE FOR HIERARCHY-AWARE GRAPH EMBEDDING

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