Enum GraphGenerationType

Namespace

AiDotNet.Enums

Assembly

AiDotNet.dll

Type of graph generation approach.

public enum GraphGenerationType

Fields

Autoregressive = 1

Autoregressive generation - generates nodes/edges sequentially.

OneShot = 2

One-shot generation - generates entire graph at once.

VariationalAutoencoder = 0

Variational autoencoder approach - learns latent space for generation.

Remarks

For Beginners: These are different strategies for generating new graphs:

• VariationalAutoencoder: Learns a latent space representation and generates by sampling
• Autoregressive: Generates graphs one node/edge at a time sequentially
• OneShot: Generates the entire graph structure in a single pass