We release the v0.9.2 version now! In v0.9.2, we have added 21 datasets, 6 SOTA methods, and structure and feature visualizations.

New datasets:

• BlogCatalog
• Flickr
• Github
• Facebook
• TencentBiGraph
• CoraBiGraph
• PubmedBiGraph
• CiteseerBiGraph
• CoauthorshipCora
• CoauthorshipDBLP
• CocitationCora
• CocitationCiteseer
• CocitationPubmed
• YelpRestaurant
• WalmartTrips
• HouseCommittees
• News20

New SOTA methods:

• BGNN_Adv
• BGNN_MLP
• UniGCN
• UniGAT
• UniSAGE
• UniGIN

Structure visualization:

• Graph, Directed Graph, Bipartite Graph, Hypergraph

Feature visualization:

• Visualization of Features in Euclidean/Poincare Space
• Make Auto-rotation Feature Visualization

Others:

• Random drop edges in spectral/spatial-based learning
• Random drop edges to generate a new structure
• Add random vertex feature generation dhg.random.normal_features
• Add multi-head wrapper dhg.nn.MultiHeadWrapper