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    91 repositories

    • awesome-ml4co

      Public
      Awesome machine learning for combinatorial optimization papers.
      Python
      •236•0•0•0•Updated Feb 4, 2026Feb 4, 2026

    • graph-based-deep-learning-literature

      Public
      links to conference publications in graph-based deep learning
      Jupyter Notebook
      •
      MIT License
      •785•0•0•0•Updated Feb 4, 2026Feb 4, 2026

    • FMTNet

      Public
      Python
      •
      Other
      •0•0•0•0•Updated Sep 16, 2025Sep 16, 2025

    • tkger

      Public
      Some papers on Temporal Knowledge Graph Embedding and Reasoning
      reinforcement-learningoptimizationsurvey
      reinforcement-learningoptimizationsurveyknowledge-graph-embeddingtemporal-knowledge-graph
      Python
      •
      GNU General Public License v3.0
      •6•86•0•0•Updated Sep 3, 2025Sep 3, 2025

    • mml

      Public
      Repo for studying about multi-modal learning which focus on multi-modal knowlegde graphs and its applications
      GNU General Public License v3.0
      •0•0•0•0•Updated Sep 3, 2025Sep 3, 2025

    • awesome-graph-explainability-papers

      Public
      Papers about explainability of GNNs
      75•0•0•0•Updated Jun 17, 2025Jun 17, 2025

    • awesome-knowledge-graph

      Public
      A curated list of Knowledge Graph related learning materials, databases, tools and other resources
      160•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • Awesome-LLM-KG

      Public
      Awesome papers about unifying LLMs and KGs
      178•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • TFLEX

      Public template
      [NeurIPS 2023] TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
      Jupyter Notebook
      •
      Apache License 2.0
      •3•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • Awesome-TKGC

      Public
      MIT License
      •18•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • gnn

      Public
      TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
      Python
      •
      Apache License 2.0
      •197•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • TopoModelX

      Public
      Topological Deep Learning
      Jupyter Notebook
      •
      MIT License
      •102•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • OpenGraph

      Public
      "OpenGraph: Towards Open Graph Foundation Models"
      Python
      •
      Apache License 2.0
      •37•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • Awesome-FL

      Public
      Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
      Python
      •
      Creative Commons Attribution Share Alike 4.0 International
      •219•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • Awesome-DynamicGraphLearning

      Public
      Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
      Shell
      •84•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • Awesome-Knowledge-Graph-Reasoning

      Public
      AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
      157•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • KG-MM-Survey

      Public
      Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
      MIT License
      •26•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • ReED

      Public
      PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning (ICML 2024)
      Python
      •
      Other
      •14•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • TGB

      Public
      Temporal Graph Benchmark project repo
      Python
      •48•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • machine_unlearning

      Public
      Existing Literature about Machine Unlearning
      118•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • Reinforcement-learning-on-graphs-A-survey

      Public
      This collection of papers can be used to summarize research about graph reinforcement learning for the convenience of researchers.
      MIT License
      •22•0•0•0•Updated Dec 13, 2024Dec 13, 2024

    • MDGRL

      Public
      Code and dataset for MDGRL
      Java
      •0•0•0•0•Updated May 26, 2024May 26, 2024

    • HGLS_Refactor

      Public
      Refactoring source code of "Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning"
      Python
      •0•2•0•0•Updated Apr 7, 2024Apr 7, 2024

    • knowledge-graph-learning

      Public
      A curated list of awesome knowledge graph tutorials, projects and communities.
      MIT License
      •115•0•0•0•Updated Mar 29, 2024Mar 29, 2024

    • KGE

      Public
      Some papers on Knowledge Graph Embedding(KGE)
      166•1•0•0•Updated Mar 29, 2024Mar 29, 2024

    • Awesome-Deep-Graph-Clustering

      Public
      Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
      Python
      •
      MIT License
      •153•0•0•0•Updated Mar 29, 2024Mar 29, 2024

    • TFSC

      Public
      Python
      •
      Apache License 2.0
      •2•0•0•0•Updated Mar 16, 2024Mar 16, 2024

    • MultiHopKG

      Public
      Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •77•0•0•0•Updated Mar 10, 2024Mar 10, 2024

    • docker-pytorch

      Public
      A Docker image for PyTorch
      Dockerfile
      •
      MIT License
      •223•0•0•0•Updated Feb 25, 2024Feb 25, 2024

    • QuatRDE

      Public
      QuatRDE: Dynamic Relation-Aware Quaternions for Knowledge Graph Embeddings
      Python
      •
      MIT License
      •1•6•0•0•Updated Feb 3, 2024Feb 3, 2024
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