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Search results for python link prediction
link-prediction
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python
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62 search results found
Stellargraph
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2,768
StellarGraph - Machine Learning on Graphs
Pykeen
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1,498
🤖 A Python library for learning and evaluating knowledge graph embeddings
Awesome Fraud Detection Papers
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1,364
A curated list of data mining papers about fraud detection.
Gem
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1,210
Promptkg
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561
PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
Typedb Ml
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550
TypeDB-ML is the Machine Learning integrations library for TypeDB
Compgcn
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519
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
Neuralkg
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263
[Tool] For Knowledge Graph Representation Learning
Graph Representation Learning
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168
Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)
Autokg
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155
Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".
Nbfnet
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153
Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)
Convkb
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149
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
Linkpred
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138
Easy link prediction tool
Capse
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114
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Bionev
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111
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
Vgae_pytorch
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105
This repository implements variational graph auto encoder by Thomas Kipf.
Relphormer
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93
Code for the Neurocomputing 2023 paper "Relational Graph Transformer for Knowledge Graph Representation"
Simple
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92
SimplE Embedding for Link Prediction in Knowledge Graphs
Evalne
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91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
Sdne Keras
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77
Keras implementation of Structural Deep Network Embedding, KDD 2016
Ctgcn
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72
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
Bigraph
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67
Bipartite-network link prediction in Python
Transe Pytorch
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63
Implementation of TransE model in PyTorch.
Mukg
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60
μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications, ISWC 2022
Codex
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46
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
Coo Comic Onomatopoeia
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45
COO: Comic onomatopoeia dataset (ECCV 2022)
Htgn
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33
PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"
Cflp
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30
Author: Tong Zhao (
[email protected]
). ICML 2022. Learning from Counterfactual Links for Link Prediction
Opentlp
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29
[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.
Quatre
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25
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)
Vgrnn
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24
Variational Graph Recurrent Neural Networks - PyTorch
Gen
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20
Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020).
Analyzekge
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19
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
Tip
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19
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
Ckb
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18
Contextual knowledge bases
Emgraph
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16
A Python library for knowledge graph representation learning (graph embedding).
Link Prediction
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15
[UNMAINTAINED] 基于PySpark与MySQL的复杂网络链路预测。
Asp2vec
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15
Unsupervised Differentiable Multi-aspect Network Embedding (asp2vec) (KDD2020)
Transedge
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14
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019
Semantic Lossfunc
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13
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction
Meim Kge
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12
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).
Gripnet
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11
GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)
Versatile Embeddings
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11
Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE
Lowfer
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10
LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)
Torch Rgcn
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9
A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).
Ffscraper
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9
Yet another set of scraping tools for FanFiction.Net
Neptune
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8
Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion
Leap
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8
LEAP (Learning Edges by Aggregation of Paths)
Hahe
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7
Official resources of "HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level" (ACL 2023).
Gnn4lp
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7
gnn for link prediction,图神经网络用于链接预测。
Slf
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7
Link Prediction with Signed Latent Factors in Signed Social Networks (SIGKDD 2019)
Bifusion
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7
Linkless Link Prediction
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7
[ICML 2023] Linkless Link Prediction via Relational Distillation
Gnn Noge
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7
Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)
Social Network Mining Based On Academic Literatures
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7
Final project for Social Network Mining(DATA130007) in Fudan university
Scaled
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6
ScaLed: Improving SEAL by random walks
Pnrl
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6
Code for Predictive Network Representation Learning (SIGIR 2017)
Force2vec
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6
Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"
Snapreddit
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6
Link Prediction on hyperlinks graph of Reddit.
Easylink
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5
Link Prediction models on Networks
S3grl
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5
S3GRL is a scalable SGRL method for faster link prediction using efficient precomputations.
Social Network Link Prediction
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5
A python library for link prediction in social networks
Albert_link_prediction
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5
albert-fc for LP(Link Prediction),中文实体链接预测
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