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Awesome Graph Classification ⭐ 4,703

A collection of important graph embedding, classification and representation learning papers with implementations.

Graph2vec ⭐ 791

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".

A Persistent Weisfeiler–Lehman Procedure for Graph Classification

The Expressive Power Of Pooling In Gnns ⭐ 20

Code and dataset to test empirically the expressive power of graph pooling operators.

Demo Net ⭐ 18

DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification

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