Interpretable Deep Graph Generation with Node-edge Co-disentanglement (NED-VAE)

This repository is the official Tensorflow implementation of NEC-VAE (initial version), an interpretable graph generation model.

Xiaojie Guo, Liang Zhao, Zhao Qin, Lingfei Wu, Amarda Shehu, Yanfang Ye (KDD 2020).

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
images		images
DCI_metric.py		DCI_metric.py
Factor_metric.py		Factor_metric.py
MIG_metric.py		MIG_metric.py
Mudularity.py		Mudularity.py
README.md		README.md
SAP_metric.py		SAP_metric.py
beta_metric.py		beta_metric.py
evaluate.py		evaluate.py
generate.py		generate.py
generate_testing.py		generate_testing.py
generate_testing2.py		generate_testing2.py
initializations.py		initializations.py
input_data.py		input_data.py
layers.py		layers.py
main.py		main.py
model.py		model.py
optimizer.py		optimizer.py
preprocessing.py		preprocessing.py

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