37 results found Sort:

stellargraph
stellargraph stellargraph
434
3.0k
apache-2.0
61
StellarGraph - Machine Learning on Graphs
gcn graphs python networkx graph-data data-science saliency-map deep-learning graph-analysis link-prediction interpretability machine-learning stellargraph-library graph-neural-networks graph-machine-learning heterogeneous-networks geometric-deep-learning machine-learning-algorithms graph-convolutional-networks
Created 2018-04-13
2,535 commits to develop branch, last one 3 years ago
pykeen
pykeen pykeen
195
1.8k
mit
26
🤖 A Python library for learning and evaluating knowledge graph embeddings
cuda torch pykeen python deep-learning link-prediction knowledge-graphs machine-learning knowledge-base-completion knowledge-graph-embeddings
Created 2020-02-24
2,922 commits to master branch, last one a day ago
THUDM
CogDL THUDM
310
1.8k
mit
41
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
pytorch gnn-model leaderboard graph-embedding link-prediction node-classification graph-classification graph-neural-networks
Created 2019-03-18
486 commits to master branch, last one about a year ago
benedekrozemberczki
awesome-fraud-detection-papers benedekrozemberczki
310
1.7k
cc0-1.0
72
A curated list of data mining papers about fraud detection.
churn classifier data-mining data-science deep-learning fraud-checker random-forest classification credit-scoring fraud-explorer fraud-detection link-prediction fraud-management fraud-prevention credit-card-fraud gradient-boosting logistic-regression graph-classification credit-card-validation credit-card-fraud-detection
Created 2019-05-27
175 commits to master branch, last one about a year ago
palash1992
GEM palash1992
362
1.3k
bsd-3-clause
42
This repository has no description...
graph-embedding link-prediction graph-embeddings network-embedding network-visualization
Created 2017-05-08
151 commits to master branch, last one 2 years ago
zjunlp
PromptKG zjunlp
76
715
mit
12
PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
nlp paper genkgc pytorch dialogue lambdakg promptkg paper-list awsome-list demo-tuning retrievalre retroprompt prompt-tuning knowledge-graph link-prediction question-answering relation-extraction retrieval-augmented natural-language-processing knowledge-informed-prompt-learning
Created 2021-12-18
345 commits to main branch, last one about a year ago
benedekrozemberczki
datasets benedekrozemberczki
84
625
mit
13
A repository of pretty cool datasets that I collected for network science and machine learning research.
gcn gnn dataset deepwalk node2vec benchmark graph2vec data-science node-embedding graph-embedding link-prediction network-science machine-learning network-analysis graph-convolution network-embedding community-detection node-classification graph-neural-network dimensionality-reduction
Created 2019-04-07
335 commits to master branch, last one about a year ago
malllabiisc
CompGCN malllabiisc
107
612
apache-2.0
16
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
pytorch iclr2020 deep-learning link-prediction relation-embeddings graph-convolutional-networks graph-representation-learning
Created 2020-01-04
18 commits to master branch, last one 4 years ago
typedb
typedb-ml typedb
93
550
apache-2.0
37
TypeDB-ML is the Machine Learning integrations library for TypeDB
ai ml grakn graph graql graphs python tensorflow knowledgebase graph-networks neural-network knowledge-graph link-prediction machine-learning relational-learning artificial-intelligence geometric-deep-learning knowledge-graph-completion graph-convolutional-networks
This repository has been archived (exclude archived)
Created 2018-09-16
508 commits to master branch, last one about a year ago
zjunlp
AutoKG zjunlp
37
410
mit
11
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
gpt4 chatgpt knowledge-graph link-prediction event-extraction relation-extraction large-language-models information-extraction knowledge-graph-completion knowledge-graph-construction relational-triple-extraction
Created 2023-03-20
68 commits to main branch, last one 2 months ago
DaehanKim
vgae_pytorch DaehanKim
73
403
mit
2
This repository implements variational graph auto encoder by Thomas Kipf.
vgae pytorch link-prediction
Created 2019-06-28
5 commits to master branch, last one 4 years ago
zjukg
NeuralKG zjukg
66
364
apache-2.0
10
[Tool] For Knowledge Graph Representation Learning
python neuralkg deep-learning knowledge-graph link-prediction machine-learning pytorch-lightning knowledge-graph-completion knowledge-graph-embeddings
Created 2022-01-17
124 commits to main branch, last one about a year ago
DeepGraphLearning
NBFNet DeepGraphLearning
30
206
mit
6
Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)
reasoning knowledge-graph link-prediction graph-neural-networks
Created 2021-11-22
7 commits to master branch, last one about a year ago
daiquocnguyen
ConvKB daiquocnguyen
39
204
apache-2.0
5
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
wn18rr fb15k237 link-prediction knowledge-graphs pytorch-implementation knowledge-base-completion knowledge-base-embeddings knowledge-graph-completion knowledge-graph-embeddings convolutional-neural-network
Created 2018-03-06
104 commits to master branch, last one 3 years ago
zjunlp
MKGformer zjunlp
32
179
mit
5
[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion
kg kgc mkg ner mnre former dataset pytorch mkgformer sigir2022 multimodal transformer knowledge-graph link-prediction relation-extraction
Created 2022-04-06
46 commits to main branch, last one 6 months ago
tsafavi
codex tsafavi
26
159
mit
4
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
nlp wikidata wikipedia knowledge-base knowledge-graph link-prediction triple-classification knowledge-representation knowledge-graph-embeddings knowledge-representation-learning knowledge-representation-reasoning
Created 2020-05-14
225 commits to master branch, last one 4 years ago
mklimasz
TransE-PyTorch mklimasz
35
154
unknown
1
Implementation of TransE model in PyTorch.
link-prediction knowledge-graph-embedding knowledge-graph-completion knowledge-graph-embeddings
Created 2019-10-19
19 commits to master branch, last one 5 years ago
daiquocnguyen
CapsE daiquocnguyen
32
144
apache-2.0
8
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
knowledge-base capsule-network knowledge-graph link-prediction search-personalization capsule-neural-networks knowledge-base-completion knowledge-base-embeddings knowledge-graph-completion knowledge-graph-embeddings
Created 2018-11-03
51 commits to master branch, last one 3 years ago
rafguns
linkpred rafguns
46
142
other
3
Easy link prediction tool
python research link-prediction maintenance-mode network-analysis
Created 2013-11-28
260 commits to main branch, last one 3 months ago
XiaShan1227
GNN-Tutorial XiaShan1227
16
139
unknown
1
B站GNN教程资料
gat gcn gnn gatv2 pytorch networkx graphsage cluster-gcn link-prediction pytorch-geometric attention-mechanism heterogeneous-graph-neural-network
Created 2024-01-14
42 commits to main branch, last one 6 months ago
zjunlp
Relphormer zjunlp
9
130
mit
7
[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation
kg umls wn18rr fb15k-237 relphormer transformer knowledge-graph link-prediction question-answering recommendation-system knowledge-graph-completion knowledge-graph-representation
Created 2021-12-21
80 commits to main branch, last one 8 months ago
thiviyanT
torch-rgcn thiviyanT
16
122
mit
5
A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).
link-prediction relational-graphs node-classification graph-neural-network graph-convolutional-network
Created 2020-05-19
130 commits to master branch, last one 3 years ago
nju-websoft
muKG nju-websoft
12
108
gpl-3.0
5
μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications, ISWC 2022
pytorch deep-learning entity-typing link-prediction entity-alignment representation-learning multi-source-knowledge-graphs
Created 2022-05-06
41 commits to main branch, last one 2 years ago
Dru-Mara
EvalNE Dru-Mara
26
106
mit
6
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
graphs python library networks benchmark graph-api evaluation data-mining research-tool graph-embedding link-prediction sign-prediction graph-algorithms network-embedding benchmark-framework node-classification network-reconstruction representation-learning multilabel-classification graph-representation-learning
Created 2018-12-22
47 commits to master branch, last one 2 years ago
jhljx
CTGCN jhljx
28
96
mit
3
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
dynamic-graphs graph-embedding link-prediction network-embedding edge-classification node-classification graph-neural-network graph-neural-networks dynamic-graph-algorithm dynamic-graph-embedding temporal-graph-networks dynamic-graph-processing graph-embedding-approaches graph-centrality-prediction graph-convolutional-network graph-representation-learning
Created 2020-01-17
101 commits to master branch, last one about a year ago
bi-graph
Bigraph bi-graph
21
93
other
1
Bipartite-network link prediction in Python
graph python bigraph deep-learning graph-analysis link-prediction bipartite-graphs graph-algorithms machine-learning graph-neural-network graph-link-prediction graph-neural-networks deep-learning-algorithms bipartite-link-prediction
Created 2019-10-19
357 commits to master branch, last one 2 years ago
ku21fan
COO-Comic-Onomatopoeia ku21fan
4
76
unknown
2
COO: Comic onomatopoeia dataset (ECCV 2022)
eccv2022 text-detection link-prediction text-recognition comic-onomatopoeia
Created 2022-07-04
89 commits to main branch, last one about a month ago
Cloudy1225
Awesome-Link-Prediction Cloudy1225
2
70
unknown
1
A list of recent papers about Link Prediction.
link-prediction
Created 2024-04-16
31 commits to main branch, last one 6 days ago
DM2-ND
CFLP DM2-ND
14
66
apache-2.0
1
Author: Tong Zhao (tzhao2@nd.edu). ICML 2022. Learning from Counterfactual Links for Link Prediction
link-prediction graph-neural-networks graph-machine-learning graph-data-augmentation counterfactual-data-augmentation
Created 2021-06-03
12 commits to main branch, last one 2 years ago
JinheonBaek
GEN JinheonBaek
11
58
unknown
1
Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020)
deep-learning meta-learning knowledge-graph link-prediction few-shot-learning graph-neural-network graph-link-prediction graph-neural-networks
Created 2020-10-20
12 commits to main branch, last one 3 years ago