link-prediction | Topic | Ecosyste.ms: Repos

Topic: "link-prediction"

stellargraph/stellargraph

StellarGraph - Machine Learning on Graphs

Language: Python - Size: 92.5 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 3,022 - Forks: 439

pykeen/pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

Language: Python - Size: 26.8 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 1,865 - Forks: 204

THUDM/CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

Language: Python - Size: 9.8 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 1,795 - Forks: 308

benedekrozemberczki/awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

Language: Python - Size: 490 KB - Last synced at: about 10 hours ago - Pushed at: over 1 year ago - Stars: 1,733 - Forks: 321

palash1992/GEM

Language: Python - Size: 27.2 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 1,286 - Forks: 362

zjunlp/PromptKG

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

Language: Python - Size: 50 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 733 - Forks: 75

benedekrozemberczki/datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

Size: 91.4 MB - Last synced at: about 23 hours ago - Pushed at: over 1 year ago - Stars: 639 - Forks: 85

malllabiisc/CompGCN

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

Language: Python - Size: 4.35 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 621 - Forks: 109

typedb/typedb-ml 📦

TypeDB-ML is the Machine Learning integrations library for TypeDB

Language: Python - Size: 11 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 551 - Forks: 92

zjunlp/AutoKG

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Language: Python - Size: 38.7 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 433 - Forks: 38

zjukg/NeuralKG

[Tool] For Knowledge Graph Representation Learning

Language: Python - Size: 62.8 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 371 - Forks: 66

lucashu1/link-prediction

Representation learning for link prediction within social networks

Language: Jupyter Notebook - Size: 124 MB - Last synced at: 5 months ago - Pushed at: about 7 years ago - Stars: 350 - Forks: 114

DaehanKim/vgae_pytorch

This repository implements variational graph auto encoder by Thomas Kipf.

Language: Python - Size: 4.92 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 298 - Forks: 69

vuptran/graph-representation-learning

Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)

Language: Python - Size: 17.7 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 253 - Forks: 68

xiangyue9607/BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

Language: Python - Size: 27 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 226 - Forks: 76

DeepGraphLearning/NBFNet

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

Language: Python - Size: 264 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 215 - Forks: 30

daiquocnguyen/ConvKB

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)

Language: Python - Size: 63.5 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 204 - Forks: 38

zjunlp/MKGformer

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

Language: Python - Size: 14.3 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 186 - Forks: 32

Mehran-k/SimplE

SimplE Embedding for Link Prediction in Knowledge Graphs

Language: Python - Size: 8.42 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 144 - Forks: 33

rafguns/linkpred

Easy link prediction tool

Language: Python - Size: 292 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 139 - Forks: 47

daiquocnguyen/CapsE

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

Language: Python - Size: 99.3 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 139 - Forks: 32

mklimasz/TransE-PyTorch

Implementation of TransE model in PyTorch.

Language: Python - Size: 27.3 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 135 - Forks: 32

zjunlp/Relphormer

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

Language: Python - Size: 28.7 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 134 - Forks: 12

tsafavi/codex

CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia

Language: Python - Size: 206 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 130 - Forks: 22

thiviyanT/torch-rgcn

A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).

Language: Python - Size: 14 MB - Last synced at: 1 day ago - Pushed at: about 4 years ago - Stars: 128 - Forks: 18

nju-websoft/muKG

μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications, ISWC 2022

Language: Python - Size: 495 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 109 - Forks: 12

Dru-Mara/EvalNE

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

Language: Python - Size: 849 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 106 - Forks: 26

Cloudy1225/Awesome-Link-Prediction

A list of recent papers about Link Prediction.

Size: 566 KB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 102 - Forks: 4

VGraphRNN/VGRNN

Variational Graph Recurrent Neural Networks - PyTorch

Language: Python - Size: 9.55 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 95 - Forks: 31

jhljx/CTGCN

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

Language: Python - Size: 25 MB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 94 - Forks: 29

Zehong-Wang/Awesome-Foundation-Models-on-Graphs

A collection of graph foundation models including papers, codes, and datasets.

Size: 3.68 MB - Last synced at: 8 days ago - Pushed at: about 2 months ago - Stars: 93 - Forks: 9

xiaohan2012/sdne-keras

Keras implementation of Structural Deep Network Embedding, KDD 2016

Language: Python - Size: 203 KB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 92 - Forks: 31

bi-graph/Bigraph

Bipartite-network link prediction in Python

Language: Python - Size: 6.12 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 84 - Forks: 21

jiangqn/GCN-GAN-pytorch

A pytorch implemention of GCN-GAN for temporal link prediction.

Language: Python - Size: 2 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 82 - Forks: 28

ku21fan/COO-Comic-Onomatopoeia

COO: Comic onomatopoeia dataset (ECCV 2022)

Language: Python - Size: 32.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 75 - Forks: 4

HKUST-KnowComp/MNE

Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"

Language: C - Size: 30.3 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 73 - Forks: 25

datquocnguyen/STransE

STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)

Language: C++ - Size: 36.4 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 51 - Forks: 16

[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

Language: Python - Size: 12.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 48 - Forks: 8

JinheonBaek/GEN

Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020)

Language: Python - Size: 121 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 11

jiangnanboy/gnn4lp

gnn for link prediction，图神经网络用于链接预测。

Language: Python - Size: 2.99 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 45 - Forks: 4

iamsinghrajat/Friends-Recommender-In-Social-Network

Friends Recommendation and Link Prediction in Social Netowork

Language: Jupyter Notebook - Size: 228 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 16

bi-graph/Emgraph

A Python library for knowledge graph representation learning (graph embedding).

Language: Python - Size: 6.45 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 39 - Forks: 3

DM2-ND/CFLP

Author: Tong Zhao (tzhao2@nd.edu). ICML 2022. Learning from Counterfactual Links for Link Prediction

Language: Python - Size: 28.1 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 39 - Forks: 4

april-tools/gekcs

How to Turn Your Knowledge Graph Embeddings into Generative Models

Language: Python - Size: 102 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 38 - Forks: 3

Typing-Monkeys/complex-network-link-prediction

A python library for link prediction in social networks

Language: Python - Size: 855 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 37 - Forks: 0

midi-ld/midi2vec

MIDI2vec computes embeddings for representing MIDI data in vector space

Language: Jupyter Notebook - Size: 3.21 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 34 - Forks: 5

marlin-codes/HTGN

PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"

Language: Python - Size: 2.21 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 33 - Forks: 4

daiquocnguyen/GNN-NoGE

Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)

Language: Python - Size: 10.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 33 - Forks: 4

zch42/BiFusion

Language: Python - Size: 2.08 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 32 - Forks: 9

jwu4sml/Graph-Embedding-Techniques

It provides some typical graph embedding techniques based on task-free or task-specific intuitions.

Size: 104 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 31 - Forks: 11

XiaShan1227/GNN-Tutorial

B站GNN教程资料

Language: Jupyter Notebook - Size: 25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 4

daiquocnguyen/QuatRE

QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)

Language: Python - Size: 12.7 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 3

nju-websoft/TransEdge

TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019

Language: Python - Size: 158 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 2

snap-research/non-contrastive-link-prediction

[ICLR 2023] Link Prediction with Non-Contrastive Learning

Language: Python - Size: 77.1 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 1

LHRLAB/HAHE

[ACL 2023] Official resources of "HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level".

Language: Python - Size: 20.8 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 25 - Forks: 5

NYXFLOWER/TIP

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Eﬀect Prediction (GRL@NeurIPS, 2019)

Language: Python - Size: 294 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 24 - Forks: 15

raphaelsty/ckb

Contextual knowledge bases

Language: Python - Size: 22.7 MB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 24 - Forks: 2

jiangnanboy/gcn_for_prediction_of_protein_interactions

gcn for prediction of protein interactions，图卷积用于蛋白质相互作用。

Language: Python - Size: 3.08 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 3

ysh329/link-prediction

[UNMAINTAINED] 基于PySpark与MySQL的复杂网络链路预测。

Language: Python - Size: 38.1 KB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 22 - Forks: 7

GKNL/SMiLE

『EMNLP 2022 Findings』SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction

Language: Python - Size: 6.45 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 21 - Forks: 2

zjukg/SNAG

[Paper][COLING 2025] Noise-powered Multi-modal Knowledge Graph Representation Framework

Language: Python - Size: 906 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 20 - Forks: 2

snap-research/linkless-link-prediction

[ICML 2023] Linkless Link Prediction via Relational Distillation

Language: Python - Size: 184 KB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 7

AstraZeneca/NESS

Official implementation of "NESS: Node Embeddings from Static Subgraphs"

Language: Python - Size: 762 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 0

tranhungnghiep/AnalyzeKGE

Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion

Language: Python - Size: 10.4 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 6

jiangnanboy/albert_link_prediction

albert-fc for LP(Link Prediction)，中文实体链接预测

Language: Python - Size: 217 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 4

pcy1302/asp2vec

Unsupervised Differentiable Multi-aspect Network Embedding (asp2vec) (KDD2020)

Language: Python - Size: 36.4 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 19 - Forks: 5

tranhungnghiep/KG20C

A Scholarly Knowledge Graph Benchmark Dataset

Size: 1.82 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 18 - Forks: 1

facebookresearch/forwardgnn

This repository provides code for the paper "Forward Learning of Graph Neural Networks" (ICLR 2024).

Language: Python - Size: 425 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

luffycodes/neptune

Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion

Language: Python - Size: 4.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 3

NYXFLOWER/GripNet

GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)

Language: Python - Size: 88 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 2

sisaman/NPGLM

Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)

Language: Jupyter Notebook - Size: 75.2 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 2

Yikai-Wang/Social-Network-Mining-Based-on-Academic-Literatures

Final project for Social Network Mining(DATA130007) in Fudan university

Language: Python - Size: 60.7 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 16 - Forks: 2

nicolas-hbt/semantic-lossfunc

Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction

Language: Python - Size: 27.4 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 3

nicolas-hbt/versatile-embeddings

Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE

Language: Python - Size: 898 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 3

WHU-SNA/SLF

Link Prediction with Signed Latent Factors in Signed Social Networks (SIGKDD 2019)

Language: Python - Size: 8.24 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 10

Tebmer/SNRI

IJCAI 2022 Long Presentation: An inductive KG link prediction utilizing neighboring relations from two aspects and using the MI maximization.

Language: Python - Size: 9.67 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 5

cleanzr/clevr

Clustering and Link Prediction Evaluation in R

Language: R - Size: 114 KB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 3

im0qianqian/WSDM2022TGP-AntGraph

the 1st place of WSDM 2022 Challenge (Temporal Link Prediction)

Language: Jupyter Notebook - Size: 818 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 10

suamin/LowFER

LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)

Language: Python - Size: 12.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 5

AminFadaee/culp

This is the implementation of the CULP classification algorithm. The paper introducing this algorithm - `Classification Using Link Prediction`

Language: Python - Size: 99.6 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 13 - Forks: 1

tranhungnghiep/MEIM-KGE

Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction (IJCAI 2022).

Language: Python - Size: 30.1 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 4

prakhargurawa/Drug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph

Utilizing graphical neural networks and embeddings on a medical database KEGG to perform link predictions and drug similarity systems.

Language: Jupyter Notebook - Size: 8.83 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 3

rakshit-agrawal/LEAP

LEAP (Learning Edges by Aggregation of Paths)

Language: Python - Size: 17.7 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 2

AKSW/Mandolin

❇️ The best modules for Markov Logic Networks condensed in one framework.

Language: Java - Size: 14.3 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 12 - Forks: 4

martech-engineer/WebKnoGraph

WebKnoGraph is an open research project that uses data processing, vector embeddings, and graph algorithms to optimize internal linking at scale. Built for both academic and industry use, it offers THE FIRST FULLY transparent, AI-driven framework for improving SEO and site navigation through reproducible methods.

Language: Jupyter Notebook - Size: 367 MB - Last synced at: 1 day ago - Pushed at: 5 days ago - Stars: 11 - Forks: 3