relational-learning

There are 40 repositories under relational-learning topic.

  • Accenture/AmpliGraph

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

    Language:Python2.2k66225251

  • typedb/typedb-ml

    TypeDB-ML is the Machine Learning integrations library for TypeDB

    Language:Python549386393

  • qitianwu/NodeFormer

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

    Language:Jupyter Notebook29932130
  • PyNeuraLogic

    LukasZahradnik/PyNeuraLogic

    PyNeuraLogic lets you use Python to create Differentiable Logic Programs

    Language:Python28561219

  • Mehran-k/SimplE

    SimplE Embedding for Link Prediction in Knowledge Graphs

    Language:Python1448533
  • getml-community

    getml/getml-community

    Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.

    Language:Jupyter Notebook11181612

  • GustikS/NeuraLogic

    Deep relational learning through differentiable logic programming.

    Language:Java1015415
  • awesome-drug-pair-scoring

    AstraZeneca/awesome-drug-pair-scoring

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

    9012014

  • joschout/RelationalDatasets

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

    52704

  • Wang-ML-Lab/GRDA

    [ICLR 2022] Graph-Relational Domain Adaptation

    Language:Python434310
  • srlearn

    srlearn/srlearn

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

    Language:Python3145114

  • Mehran-k/RelNN

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

    Language:Java28203

  • dodo47/cyberML

    Machine learning on knowledge graphs for context-aware security monitoring (data and model)

    Language:Jupyter Notebook17105

  • getml/getml-demo

    Showcase notebooks for getML

    Language:Jupyter Notebook15988

  • abhrac/relational-proxies

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

    Language:Python13131

  • dodo47/SpikE

    Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".

    Language:Jupyter Notebook13210

  • xiongbo010/NestE

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

    Language:Python13402

  • DillonZChen/goose

    Graph Learning for Planning [AAAI-24, ICAPS-24, NeurIPS-24]

    Language:C++10211

  • DillonZChen/wlplan

    Relational Features for PDDL Planning

    Language:C++10100

  • sfu-cl-lab/FactorBase

    The source code repository for the FactorBase system

    Language:Java103436

  • yisiyu95/R2FGC

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

    Language:Python10102

  • GustikS/GNNwLRNNs

    Beyond Graph Neural Networks with Lifted Relational Neural Networks

    Language:Shell6311

  • Awni00/abstract_transformer

    This is the project repo associated with the paper "Disentangling and Integrating Relational and Sensory Information in Transformer Architectures" by Awni Altabaa, John Lafferty

    Language:Jupyter Notebook5200

  • jakubpeleska/ctu-relational-py

    Machine learning-friendly interface for accessing relational databases from the CTU Relational repository

    Language:Python4100

  • srlearn/relational-datasets

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

    Language:Python41102

  • Graph-COM/PvGaLM

    PvGaLM is a novel privacy-preserving pipeline for relational learning.

    Language:Python3100

  • hayesall/rfgb

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

    Language:Python33123

  • hogunpark/TSGNET

    TSGNet (Temporal-Static-Graph-Net)

    Language:Python3110

  • GustikS/NeuraLifting

    Lossless Compression of Structured Convolutional Models via Lifting

    Language:Shell2100

  • lanl/pyDRESCALk

    Distributed Non Negative RESCAL decomposition with estimation of latent features

    Language:Python2404

  • MeLLL-UFF/TransBoostler

    Word embeddings for Transfer Learning using Relational Dependency Networks

    Language:Prolog2200

  • srlearn/datasets

    srlearn-compatible relational datasets

    Language:Shell22120

  • srlearn/RelationalDatasets.jl

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

    Language:Julia2110

  • vishwakftw/Graded-Relations-From-Data

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

    Language:Python2201

  • ademkikaj/AutoGSN

    A code base for Automated Relational Feature Engineering

    Language:Python1100

  • MiguelECruz/KGResearch

    Experimental setup and results for 2021-2022 academic research "Effects of knowledge graph structural properties on their predictive performance".

    Language:Jupyter Notebook110