graph-embeddings topic

A curated list of network embedding techniques.

chihming

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Accenture

palash1992

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

daiquocnguyen

Code for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures" (ICML 2019)

rctzeng

Embedding graphs in symmetric spaces

fedelopez77

An implementation of the Watset clustering algorithm in Java.

nlpub

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

daiquocnguyen

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

daiquocnguyen

Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings

uhh-lt