Topic: link-prediction Goto Github

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april-tools / gekcs
link-prediction,How to Turn Your Knowledge Graph Embeddings into Generative Models
Organization: april-tools
Home Page: https://openreview.net/forum?id=RSGNGiB1q4
generative-model knowledge-graph-embeddings link-prediction probabilistic-circuits tractable-inference tractable-queries

benedekrozemberczki / awesome-fraud-detection-papers
link-prediction,A curated list of data mining papers about fraud detection.
User: benedekrozemberczki
fraud-detection fraud-prevention fraud-checker fraud-management fraud-explorer classification data-science churn credit-scoring deep-learning

benedekrozemberczki / datasets
link-prediction,A repository of pretty cool datasets that I collected for network science and machine learning research.
User: benedekrozemberczki
network-science network-analysis data-science machine-learning gcn graph-embedding network-embedding community-detection link-prediction node-classification

bi-graph / bigraph
link-prediction,Bipartite-network link prediction in Python
Organization: bi-graph
Home Page: https://bigraph.readthedocs.io/en/latest/index.html
bigraph bipartite-graphs bipartite-link-prediction deep-learning deep-learning-algorithms graph graph-algorithms graph-analysis graph-link-prediction graph-neural-network graph-neural-networks link-prediction machine-learning python

bi-graph / emgraph
link-prediction,A Python library for knowledge graph representation learning (graph embedding).
Organization: bi-graph
Home Page: https://bi-graph.github.io/Emgraph
deep-learning embedding graph graph-algorithms knowledge-graph knowledge-graph-embedding link-prediction machine-learning

daehankim / vgae_pytorch
link-prediction,This repository implements variational graph auto encoder by Thomas Kipf.
User: daehankim
link-prediction pytorch vgae

daiquocnguyen / capse
link-prediction,A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
User: daiquocnguyen
knowledge-graph-completion knowledge-graph-embeddings link-prediction knowledge-base-completion knowledge-base-embeddings search-personalization capsule-network capsule-neural-networks knowledge-graph knowledge-base

daiquocnguyen / convkb
link-prediction,A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
User: daiquocnguyen
knowledge-base-completion knowledge-base-embeddings link-prediction knowledge-graph-completion knowledge-graph-embeddings wn18rr fb15k237 convolutional-neural-network pytorch-implementation knowledge-graphs

daiquocnguyen / gnn-noge
link-prediction,Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)
User: daiquocnguyen
knowledge-graph-embeddings knowledge-graph-completion link-prediction graph-neural-networks knowledge-base-completion hamilton-product graph-representation-learning quaternion-algebra

daiquocnguyen / quatre
link-prediction,QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)
User: daiquocnguyen
knowledge-graph-embeddings knowledge-graph-completion knowledge-base-completion link-prediction quaternion-algebra hamilton-product

datquocnguyen / stranse
link-prediction,STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
User: datquocnguyen
knowledge-graph-completion link-prediction transe stranse knowledge-base-completion knowledge-graph-embeddings embedding-models

deepgraphlearning / nbfnet
link-prediction,Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)
Organization: deepgraphlearning
graph-neural-networks link-prediction knowledge-graph reasoning

dm2-nd / cflp
link-prediction,Author: Tong Zhao ([email protected]). ICML 2022. Learning from Counterfactual Links for Link Prediction
Organization: dm2-nd
link-prediction graph-machine-learning counterfactual-data-augmentation graph-data-augmentation graph-neural-networks

dru-mara / evalne
link-prediction,Source code for EvalNE, a Python library for evaluating Network Embedding methods.
User: dru-mara
Home Page: https://evalne.readthedocs.io/en/latest/
link-prediction evaluation graph-embedding graphs networks network-embedding data-mining python library research-tool benchmark benchmark-framework representation-learning graph-representation-learning graph-algorithms graph-api network-reconstruction node-classification multilabel-classification sign-prediction

hkust-knowcomp / mne
link-prediction,Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"
Organization: hkust-knowcomp
network-embedding multiplex-networks link-prediction

iamsinghrajat / friends-recommender-in-social-network
link-prediction,Friends Recommendation and Link Prediction in Social Netowork
User: iamsinghrajat
linkprediction machine-learning social-network-analysis datamining recommender-system graphalgorithm network-embedding networkx-graph networkx networkx-drawing-utilities

jhljx / ctgcn
link-prediction,CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
User: jhljx
dynamic-graphs graph-convolutional-network graph-representation-learning network-embedding graph-neural-networks graph-embedding dynamic-graph-algorithm dynamic-graph-processing graph-embedding-approaches link-prediction

jiangnanboy / gnn4lp
link-prediction,gnn for link prediction，图神经网络用于链接预测。
User: jiangnanboy
gcn gnn link-prediction pytorch

jiangqn / gcn-gan-pytorch
link-prediction,A pytorch implemention of GCN-GAN for temporal link prediction.
User: jiangqn
dynamic-networks generative-adversarial-network graph-neural-network link-prediction

jinheonbaek / gen
link-prediction,Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020)
User: jinheonbaek
Home Page: https://arxiv.org/abs/2006.06648
meta-learning graph-neural-network few-shot-learning link-prediction graph-link-prediction graph-neural-networks knowledge-graph deep-learning

ku21fan / coo-comic-onomatopoeia
link-prediction,COO: Comic onomatopoeia dataset (ECCV 2022)
User: ku21fan
comic-onomatopoeia eccv2022 link-prediction text-detection text-recognition

kuroginqin / opentlp
link-prediction,[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.
User: kuroginqin
dynamic-graph-algorithm dynamic-graph-embedding dynamic-graphs dynamic-link-prediction inductive-learning link-prediction overview survey temporal-link-prediction weighted-graphs

lucashu1 / link-prediction
link-prediction,Representation learning for link prediction within social networks
User: lucashu1
link-prediction social-network graph-algorithms autoencoder representation-learning networkx node2vec

malllabiisc / compgcn
link-prediction,ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
Organization: malllabiisc
link-prediction relation-embeddings iclr2020 graph-convolutional-networks deep-learning pytorch graph-representation-learning

marlin-codes / htgn
link-prediction,PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"
User: marlin-codes
graph-neural-networks link-prediction temporal-networks

mehran-k / simple
link-prediction,SimplE Embedding for Link Prediction in Knowledge Graphs
User: mehran-k
knowledge-graph knowledgebase link-prediction knowledge-graph-completion knowledge-graph-embeddings relational-learning tensor-factorization tensorflow knowledge-base knowledge-base-completion

midi-ld / midi2vec
link-prediction,MIDI2vec computes embeddings for representing MIDI data in vector space
Organization: midi-ld
embeddings midi knowledge-graph link-prediction

mklimasz / transe-pytorch
link-prediction,Implementation of TransE model in PyTorch.
User: mklimasz
knowledge-graph-embeddings knowledge-graph-embedding link-prediction knowledge-graph-completion

nju-websoft / mukg
link-prediction,μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications, ISWC 2022
Organization: nju-websoft
entity-alignment entity-typing link-prediction representation-learning multi-source-knowledge-graphs deep-learning pytorch

nju-websoft / transedge
link-prediction,TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019
Organization: nju-websoft
knowledge-graph-embedding entity-alignment link-prediction

palash1992 / gem
link-prediction,
User: palash1992
graph-embedding graph-embeddings link-prediction network-embedding network-visualization

pykeen / pykeen
link-prediction,🤖 A Python library for learning and evaluating knowledge graph embeddings
Organization: pykeen
Home Page: https://pykeen.readthedocs.io/en/stable/
knowledge-graph-embeddings knowledge-graphs machine-learning link-prediction knowledge-base-completion pykeen deep-learning cuda python torch

rafguns / linkpred
link-prediction,Easy link prediction tool
User: rafguns
python network-analysis link-prediction research maintenance-mode

stellargraph / stellargraph
link-prediction,StellarGraph - Machine Learning on Graphs
Organization: stellargraph
Home Page: https://stellargraph.readthedocs.io/
graphs machine-learning machine-learning-algorithms graph-convolutional-networks networkx geometric-deep-learning saliency-map interpretability heterogeneous-networks graph-neural-networks

thiviyant / torch-rgcn
link-prediction,A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).
User: thiviyant
link-prediction node-classification relational-graphs graph-neural-network graph-convolutional-network

thudm / cogdl
link-prediction,CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
Organization: thudm
Home Page: https://cogdl.ai
gnn-model graph-classification graph-embedding graph-neural-networks leaderboard link-prediction node-classification pytorch

tsafavi / codex
link-prediction,CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
User: tsafavi
knowledge-graph link-prediction knowledge-graph-embeddings triple-classification wikidata wikipedia nlp knowledge-representation knowledge-representation-learning knowledge-representation-reasoning

typedb / typedb-ml
link-prediction,TypeDB-ML is the Machine Learning integrations library for TypeDB
Organization: typedb
Home Page: https://vaticle.com
grakn graql machine-learning artificial-intelligence ml knowledge-graph knowledgebase link-prediction relational-learning knowledge-graph-completion graph-convolutional-networks graph-networks neural-network python tensorflow graph graphs ai geometric-deep-learning

typing-monkeys / complex-network-link-prediction
link-prediction,A python library for link prediction in social networks
Organization: typing-monkeys
Home Page: https://pypi.org/project/complex-network-link-prediction/
complex-networks link-prediction social-network-analysis

vgraphrnn / vgrnn
link-prediction,Variational Graph Recurrent Neural Networks - PyTorch
User: vgraphrnn
variational-autoencoder graph-auto-encoder representation-learning variational-inference graph-convolutional-networks graph-embedding node-embedding graph-neural-networks graph-neural-network variational-autoencoders

vuptran / graph-representation-learning
link-prediction,Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)
User: vuptran
autoencoders deep-learning graph-representation link-prediction node-classification semi-supervised-learning

xiangyue9607 / bionev
link-prediction,Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
User: xiangyue9607
graph-embedding graph-embeddings-evaluation graph-embedding-methods biomedical-networks node-classification link-prediction network-embedding deepwalk node2vec line-embedding

xiaohan2012 / sdne-keras
link-prediction,Keras implementation of Structural Deep Network Embedding, KDD 2016
User: xiaohan2012
keras network-embedding autoencoder visualization link-prediction

xiashan1227 / gnn-tutorial
link-prediction,B站GNN教程资料
User: xiashan1227
attention-mechanism gat gatv2 gcn gnn graphsage heterogeneous-graph-neural-network link-prediction networkx pytorch

zch42 / bifusion
link-prediction,
User: zch42
pytorch bioinformatics drug-discovery drug-repurposing graph-neural-networks link-prediction multimodal-deep-learning deep-learning

zjukg / neuralkg
link-prediction,[Tool] For Knowledge Graph Representation Learning
Organization: zjukg
Home Page: http://neuralkg.zjukg.org/
python pytorch-lightning deep-learning machine-learning knowledge-graph knowledge-graph-embeddings link-prediction knowledge-graph-completion neuralkg

zjunlp / autokg
link-prediction,LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
Organization: zjunlp
chatgpt event-extraction gpt4 information-extraction knowledge-graph knowledge-graph-completion knowledge-graph-construction link-prediction relation-extraction relational-triple-extraction large-language-models

zjunlp / mkgformer
link-prediction,[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion
Organization: zjunlp
mkgformer kg knowledge-graph multimodal mkg relation-extraction kgc link-prediction ner transformer

zjunlp / promptkg
link-prediction,PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
Organization: zjunlp
Home Page: https://zjunlp.github.io/project/promptkg
knowledge-graph genkgc prompt-tuning relation-extraction link-prediction retrievalre demo-tuning pytorch promptkg retroprompt

zjunlp / relphormer
link-prediction,[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation
Organization: zjunlp
kg transformer knowledge-graph knowledge-graph-completion question-answering recommendation-system knowledge-graph-representation fb15k-237 link-prediction umls