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relational-learning

Here are 18 public repositories matching this topic...

Accenture / AmpliGraph

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

machine-learning knowledge-graph representation-learning relational-learning graph-embeddings knowledge-graph-embeddings graph-representation-learning

Updated Nov 22, 2024
Python

typedb / typedb-ml

TypeDB-ML is the Machine Learning integrations library for TypeDB

python machine-learning ai neural-network graph tensorflow graphs ml artificial-intelligence knowledge-graph knowledgebase knowledge-graph-completion relational-learning link-prediction graph-convolutional-networks grakn graql geometric-deep-learning graph-networks

Updated Nov 18, 2023
Python

PyNeuraLogic

LukasZahradnik / PyNeuraLogic

PyNeuraLogic lets you use Python to create Differentiable Logic Programs

python machine-learning deep-learning pytorch logic-programming relational-learning geometric-deep-learning differentiable-programming graph-neural-networks

Updated Dec 7, 2025
Python

Mehran-k / SimplE

SimplE Embedding for Link Prediction in Knowledge Graphs

tensorflow knowledge-graph knowledgebase tensor-factorization knowledge-base knowledge-graph-completion relational-learning link-prediction knowledge-base-completion knowledge-graph-embeddings statistical-relational-learning starai

Updated Feb 11, 2020
Python

Wang-ML-Lab / GRDA

[ICLR 2022] Graph-Relational Domain Adaptation

deep-learning graphs game-theory transfer-learning relational-learning adversarial-learning domain-adaptation deep-learning-models graph-learning statistical-machine-learning

Updated Apr 12, 2024
Python

srlearn

srlearn / srlearn

☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.

relational-learning relational-dependency-network rdn relational-reasoning program-induction statistical-relational-learning starai statistical-relational-ai

Updated Nov 12, 2022
Python

abhrac / relational-proxies

Official implementation of "Relational Proxies: Emergent Relationships as Fine-Grained Discriminators", NeurIPS 2022.

relational-learning fine-grained-visual-categorization neurips neurips-2022 proxy-based-learning

Updated Feb 1, 2025
Python

xiongbo010 / NestE

PyTorch implementation of the paper "NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning" (AAAI'24)

relational-learning link-prediction knowledge-graph-embeddings

Updated Jul 5, 2024
Python

yisiyu95 / R2FGC

[Accepted by TNNLS] Source Code for Relational Redundancy-Free Graph Clustering

relational-learning graph-clustering graph-neural-networks self-supervised-learning graph-representation-learning deep-clustering

Updated Sep 24, 2023
Python

srlearn / relational-datasets

Python package for fetching and using srlearn-compatible relational datasets.

datasets relational-learning inductive-logic-programming statistical-relational-learning

Updated Nov 9, 2022
Python

hayesall / rfgb

🐍🚧 Experimental tool for SRL learning in Python. For something more stable, see: https://github.com/srlearn/srlearn

relational-learning statistical-relational-learning

Updated Aug 14, 2019
Python

hogunpark / TSGNET

TSGNet (Temporal-Static-Graph-Net)

machine-learning relational-learning

Updated Jan 6, 2021
Python

Graph-COM / PvGaLM

[COLM'25] PvGaLM is the first privacy-preserving relational learning pipeline that is compatible with DP-SGD.

relational-learning differential-privacy finetuning llms

Updated Oct 15, 2024
Python

luisrui / Multimodal-Relation-Extrapolation

The source code for "Zero-Shot Relational Learning for Multimodal Knowlege Graphs", In the Proceedings of the 2024 IEEE International Conference on Big Data

knowledge-graph relational-learning zero-shot-learning multimodal

Updated May 26, 2025
Python

vishwakftw / Graded-Relations-From-Data

Project repository for MA6040: Fuzzy Logic Connectives: Theory and Applications offered in Spring 2019

machine-learning fuzzy-logic relational-learning

Updated Apr 24, 2019
Python

ademkikaj / AutoGSN

A code base for Automated Relational Feature Engineering

machine-learning feature-engineering relational-learning inductive-logic-programming knowledge-graphs subgraph-mining geometric-learning

Updated Apr 18, 2023
Python

lanl / pyDRESCALk

Distributed Non Negative RESCAL decomposition with estimation of latent features

artificial-intelligence unsupervised-learning clustering-algorithm relational-learning relational-model latent-variables parallel-programming dynamic-networks relational-data nonnegative-tensor-decomposition distributed-gpu distributed-cpu

Updated Aug 30, 2023
Python

sukrutrao / Graded-Relations-From-Data

Implementation of the framework in the paper: Waegeman, W., Pahikkala, T., Airola, A., Salakoski, T., Stock, M., & De Baets, B. (2012). A kernel-based framework for learning graded relations from data. IEEE Transactions on Fuzzy Systems, 20(6), 1090-1101.

python machine-learning fuzzy-logic relational-learning

Updated Apr 24, 2019
Python

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