relational-learning topic

List relational-learning repositories

typedb-ml

552
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TypeDB-ML is the Machine Learning integrations library for TypeDB

PyNeuraLogic

269
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17
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PyNeuraLogic lets you use Python to create Differentiable Logic Programs

AmpliGraph

2.1k
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250
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Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

SimplE

142
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34
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SimplE Embedding for Link Prediction in Knowledge Graphs

NeuraLogic

94
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14
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Deep relational learning through differentiable logic programming.

awesome-drug-pair-scoring

85
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14
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Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

GRDA

41
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6
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[ICLR 2022] Graph-Relational Domain Adaptation

RelNN

28
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3
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RelNN is a novel first-order deep neural model for relational learning.

RelationalDatasets

46
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4
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A largely incomplete but hopefully useful list of links to datasets for relational learning and inductive logic programming. No guarantees on availability.

NodeFormer

268
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25
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The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"