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Top 6 graph-embeddings open source projects

Awesome Network Embedding

A curated list of network embedding techniques.

✭ 2,379

knowledge-graph representation-learning network-embedding graph-embeddings

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

✭ 1,662

python machine-learning knowledge-graph representation-learning relational-learning graph-embeddings knowledge-graph-embeddings graph-representation-learning

An implementation of the Watset clustering algorithm in Java.

✭ 24

java Dockerfile nlp clustering semantics community-detection embeddings graph-clustering markov-clustering graph-embeddings chinese-whispers fuzzy-clustering watset maxmax

Walk-Transformer

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

✭ 26

python C++Makefile transformer random-walk graph-embeddings node-classification self-attention graph-neural-networks pytorch-implementation unsupervised-node-embedding node-embeddings inductive-node-embeddings

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

✭ 31

python C++text-classification quaternion quaternion-algebra graph-embeddings graph-classification node-classification graph-neural-networks graph-representation-learning node-embeddings hamilton-product

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

✭ 16

python Jupyter Notebook shell convolutional-neural-networks self-similarity interpretability icml graph-embeddings scale-free-networks graph-neural-networks graph-networks graph-convolutional-neural-networks icml-2019

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