openhgnn.models.DHNE

class DHNE(nums_type, dim_features, embedding_sizes, hidden_size, device)[source]

Title: Structural Deep Embedding for Hyper-Networks

Authors: Ke Tu, Peng Cui, Xiao Wang, Fei Wang, Wenwu Zhu

DHNE was introduced in [paper] and parameters are defined as follows:

Parameters:

  • nums_type (list) – the type of nodes

  • dim_features (array) – the embedding dimension of nodes

  • embedding_sizes (int) – the embedding dimension size

  • hidden_size (int) – The hidden full connected layer size

  • device (int) – the device DHNE working on