graph-embeddings · GitHub Topics

chihming / awesome-network-embedding

A curated list of network embedding techniques.

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

2.61 k

5 年前

Accenture / AmpliGraph

#计算机科学#Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

机器学习 knowledge-graph relational-learning representation-learning graph-representation-learning graph-embeddings knowledge-graph-embeddings

Python 2.22 k

7 个月前

palash1992 / GEM

graph-embedding graph-embeddings network-embedding network-visualization

Python 1.29 k

2 年前

daiquocnguyen / Graph-Transformer

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

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

Python 671

3 年前

daiquocnguyen / QGNN

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

graph-representation-learning quaternion graph-neural-networks graph-embeddings text-classification

Python 49

3 年前

daiquocnguyen / Walk-Transformer

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

graph-embeddings graph-neural-networks self-attention random-walk transformer pytorch-implementation

Python 42

4 年前

nlpAThits / figet-hyperbolic-space

#自然语言处理#Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"

自然语言处理 graph-embeddings hierarchical-data hierarchy

Python 38

5 年前

uhh-lt / path2vec

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

graph embeddings graph-embeddings word2vec wordnet semantic-similarity

Jupyter Notebook 33

6 年前

fedelopez77 / sympa

Embedding graphs in symmetric spaces

graph geometric-deep-learning Matrix representation-learning icml PyTorch graph-embeddings

Python 30

4 年前

ki-ljl / node2vec

Implement the node2vec algorithm using Python

node2vec graph-embeddings graph

Python 29

3 年前

nlpub / watset-java

#自然语言处理#An implementation of the Watset clustering algorithm in Java.

clustering 自然语言处理 community-detection graph-clustering semantics graph-embeddings embeddings

Java 29

3 年前

terraphim / terraphim-ai

Terraphim AI: deterministic AI Assistant

人工智能 graph-embeddings Rust Svelte Tauri tauri-app

Rust 28

2 个月前

rctzeng / ICML19-EgoCNN

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

graph-embeddings convolutional-neural-networks graph-networks icml-2019 icml graph-neural-networks interpretability

Python 20

4 年前

fedelopez77 / gyrospd

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

graph-embeddings graphs geometric-deep-learning PyTorch knowledge-graph

Python 18

4 年前

GemsLab / StrucEmbedding-GraphLibrary

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

graph-embeddings evaluation

Python 18

2 年前

sergibro / github-recommendations

GitHub repositories and users recommendations by embeddings

GitHub Jupyter Notebook tensorboard graph-embeddings Docker

Jupyter Notebook 17

3 年前

jovitalukasik / SVGe

Smooth Variational Graph Embeddings for Efficient Neural Architecture Search

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

Python 16

1 年前

uhh-lt / kb2vec

Vectorizing knowledge bases for entity linking

Entity resolution neural graph-embeddings

Python 15

4 年前

KrainskiL / CGE.jl

Julia package to Compare Graph Embeddings

graph-embeddings Julia 语言 graph-clustering 命令行界面

Julia 11

1 年前

alvinzhaowei / vdist2vec

#计算机科学#An implementation of vdist2vec model in paper A Learning Based Approach to Predict Shortest-Path Distances

graph-embeddings 深度学习

Python 10

3 年前