Livoa LogoLivoa
Load Graph Data
K-Fold Cross Validation
Variational Auto-encoder (VAE)


Encoder-Decoder structure

Latent space Z

Edge features as input

Reconstruction loss (MSE + KL divergence)

Evaluation
Conditional Variational Auto-encoder (CVAE)


Encoder-Decoder structure

Latent space Z

Conditional input

Reconstruction loss (MSE + KL divergence conditioned)

Evaluation
Variational Graph Auto-encoder (VGAE)


GCN-based Encoder-Decoder

Node features and graph structure input

Reconstruction loss (edges + KL)

Evaluation

model diagram(AD)

by xyz

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