graph-embeddings

There are 61 repositories under graph-embeddings topic.

  • chihming/awesome-network-embedding

    A curated list of network embedding techniques.

    2.6k19315504

  • Accenture/AmpliGraph

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

    Language:Python2.2k62226253

  • palash1992/GEM

    Language:Python1.3k4192364

  • daiquocnguyen/Graph-Transformer

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

    Language:Python67771974

  • daiquocnguyen/QGNN

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

    Language:Python49227

  • daiquocnguyen/Walk-Transformer

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

    Language:Python42116

  • nlpAThits/figet-hyperbolic-space

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

    Language:Python38531

  • uhh-lt/path2vec

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

    Language:Jupyter Notebook33162814
  • sympa

    fedelopez77/sympa

    Embedding graphs in symmetric spaces

    Language:Python30249

  • terraphim/terraphim-ai

    Terraphim AI: deterministic AI Assistant

    Language:Rust301333

  • ki-ljl/node2vec

    Implement the node2vec algorithm using Python

    Language:Python29121
  • watset-java

    nlpub/watset-java

    An implementation of the Watset clustering algorithm in Java.

    Language:Java29306

  • rctzeng/ICML19-EgoCNN

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

    Language:Python20104
  • gyrospd

    fedelopez77/gyrospd

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

    Language:Python18103

  • GemsLab/StrucEmbedding-GraphLibrary

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

    Language:Python18714

  • sergibro/github-recommendations

    GitHub repositories and users recommendations by embeddings

    Language:Jupyter Notebook17105

  • jovitalukasik/SVGe

    Smooth Variational Graph Embeddings for Efficient Neural Architecture Search

    Language:Python16102

  • uhh-lt/kb2vec

    Vectorizing knowledge bases for entity linking

    Language:Python151624

  • alvinzhaowei/vdist2vec

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

    Language:Python11202

  • KrainskiL/CGE.jl

    Julia package to Compare Graph Embeddings

    Language:Julia11434

  • jvanname/spectralradiinai

    We are applying the notion of the spectral radius to NLP and data represented as graphs.

    10100

  • davidzyx/HinDroid-with-Embeddings

    Experiments on improving the HinDroid model

    Language:Jupyter Notebook9200

  • giannisnik/segk

    Learning Structural Node Representations using Graph Kernels

    Language:Jupyter Notebook8122

  • ImMohammadHosseini/HeCo

    :sparkles: Implementation of Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning with pytorch and PyG

    Language:Python8100

  • sbonner0/temporal-neighbourhood-aggregation

    Code for the Big Data 2019 Paper - Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions

    Language:Python8411

  • ContentSide/French_Knowledge_Graph

    This repository introduces RezoJDM16K a French Knowledge Graph Dataset with 53 semantic relations created from RezoJDM. Different graph embeddings have gained from this dataset which are available for semantic link prediction task.

    Language:Jupyter Notebook7204

  • GlassyWing/graph_gru

    Reconstructed GRU, used to process the graph sequence.

    Language:Python7301

  • JiaWu-Repository/STNE

    Social trust Network Embedding (ICDM 2019)

    Language:Python70031

  • nikolayVv/AutonomousSSIiSHARE

    Implementation and evaluation of an autonomous SSI-enhanced iSHARE framework, enabling decentralized identity management, schema alignment for property matching, and automated generation of alternative verification requests, improving scalability, privacy, and flexibility in data spaces and SSI ecosystems.

    Language:Python7100

  • AndreasLF/HowLowCanYouGo

    🚀 HowLowCanYouGo – Official implementation of "How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks Using Metric Node Embeddings" (ICLR 2025)

    Language:Python5200

  • Sanchez2020/Demo

    learning GNNs

    Language:Python5200

  • tonyduan/graph-embeddings

    Methods for embedding the structure of graphs into node features.

    Language:Python510

  • vaudaine/Comparing_embeddings

    This package has been made to compare some graph embedding algorithms. The following methods are implemented: Laplacian EigenMaps, Locally Linear Embedding, Higher-Order Proximity preserved Embedding (HOPE), Multi-dimensional scaling of a dissimilarity matrix, Node2vec, Struc2vec, Verse, Singular Value Decomposition of the Adjacency matrix, Kamada-Kawai Layout (KKL), Structural Deep Network Embedding (SDNE)

    Language:C++5001

  • ocatias/Research_KnowledgeGraph

    A knowledge graph containing 5 million research papers. Uses: compute Erdős numbers, rank influence of cities on research areas, detect whether researchers with the same name are the same person.

    Language:Python4101

  • lejohnyjohn/learning-stance-embeddings-from-signed-social-graphs

    This repo contains the code and datasets from our paper Learning Stance Embeddings from Signed Social Graphs.

    Language:Jupyter Notebook3212

  • sergibro/concept-graphs

    Concept embedding and network analysis of scientific innovations emergence

    Language:Jupyter Notebook3001