graph-embeddings

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chihming /awesome-network-embedding

Star2.6k

A curated list of network embedding techniques.

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

UpdatedDec 8, 2020

Accenture /AmpliGraph

Star2.2k

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

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

UpdatedNov 22, 2024
Python

palash1992 /GEM

Star1.3k

network-visualization network-embedding link-prediction graph-embeddings graph-embedding

UpdatedNov 5, 2023
Python

daiquocnguyen /Graph-Transformer

Star676

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

text-classification transformer graph-machine-learning graph-embeddings graph-classification self-attention graph-neural-networks graph-representation-learning transformer-models node-embeddings graph-deep-learning graph-transformer

UpdatedAug 16, 2022
Python

daiquocnguyen /QGNN

Star49

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

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

UpdatedDec 25, 2021
Python

daiquocnguyen /Walk-Transformer

Star42

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

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

UpdatedJun 10, 2021
Python

nlpAThits /figet-hyperbolic-space

Star38

Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"

nlp hierarchy hierarchical-data hyperbolic-distance hyperbolic-geometry hierarchical-models entity-typing graph-embeddings fine-grained-classification entity-types fine-grained-entity-typing figet hyperbolic-space

UpdatedJan 15, 2020
Python

uhh-lt /path2vec

Star33

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

graph word2vec embeddings wordnet semantic-similarity semantic-similarity-measures graph-embeddings synset synset-embeddings semantic-relatedness

UpdatedAug 27, 2019
Jupyter Notebook

fedelopez77 /sympa

Star30

Embedding graphs in symmetric spaces

graph matrix pytorch representation-learning icml graph-embeddings geometric-deep-learning hyperbolic-space symmetric-spaces siegel-space bounded-domain upper-half-space

UpdatedSep 30, 2021
Python

terraphim /terraphim-ai

Sponsor

Star30

Terraphim AI: deterministic AI Assistant

rust ai svelte rust-lang graph-embeddings tauri tauri-app

UpdatedOct 12, 2025
Rust

nlpub /watset-java

Star29

An implementation of the Watset clustering algorithm in Java.

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

UpdatedDec 9, 2022
Java

ki-ljl /node2vec

Star29

Implement the node2vec algorithm using Python

graph node2vec graph-embeddings

UpdatedMar 11, 2022
Python

rctzeng /ICML19-EgoCNN

Star20

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

convolutional-neural-networks self-similarity interpretability icml graph-embeddings scale-free-networks graph-neural-networks graph-networks graph-convolutional-neural-networks icml-2019

UpdatedAug 24, 2021
Python

GemsLab /StrucEmbedding-GraphLibrary

Star18

The SEMB library is an easy-to-use tool for getting and evaluating structural node embeddings in graphs.

evaluation graph-embeddings structural-roles structural-embeddings role-based-embeddings

UpdatedMar 24, 2023
Python

fedelopez77 /gyrospd

Star18

GyroSPD: Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices

graphs pytorch knowledge-graph hyperbolic-geometry spd graph-embeddings geometric-deep-learning gyrocalculus

UpdatedNov 8, 2021
Python

sergibro /github-recommendations

Star17

GitHub repositories and users recommendations by embeddings

github docker jupyter-notebook tensorboard graph-embeddings

UpdatedNov 21, 2022
Jupyter Notebook

jovitalukasik /SVGe

Star16

Smooth Variational Graph Embeddings for Efficient Neural Architecture Search

nas automl variational-autoencoder neural-architecture-search graph-embeddings graph-neural-networks

UpdatedApr 8, 2024
Python

uhh-lt /kb2vec

Star15

Vectorizing knowledge bases for entity linking

neural entity-linking graph-embeddings

UpdatedFeb 21, 2021
Python

alvinzhaowei /vdist2vec

Star11

An implementation of vdist2vec model in paper A Learning Based Approach to Predict Shortest-Path Distances

deep-learning graph-embeddings shortest-path-distance

UpdatedApr 8, 2022
Python

KrainskiL /CGE.jl

Star11

Julia package to Compare Graph Embeddings

cli julia graph-clustering graph-embeddings

UpdatedApr 8, 2024
Julia

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