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    74 repositories

    • graph-based-deep-learning-literature

      Public
      links to conference publications in graph-based deep learning
      Jupyter Notebook
      •
      MIT License
      •776•0•0•0•Updated Nov 10, 2024Nov 10, 2024

    • awesome-ml4co

      Public
      Awesome machine learning for combinatorial optimization papers.
      Python
      •201•0•0•0•Updated Sep 25, 2024Sep 25, 2024

    • machine_unlearning

      Public
      Existing Literature about Machine Unlearning
      96•0•0•0•Updated Sep 10, 2024Sep 10, 2024

    • tkger

      Public
      Some papers on Temporal Knowledge Graph Embedding and Reasoning
      reinforcement-learningoptimizationsurveyknowledge-graph-embeddingtemporal-knowledge-graph
      Python
      •
      GNU General Public License v3.0
      •3•45•0•0•Updated Sep 10, 2024Sep 10, 2024

    • 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 Sep 5, 2024Sep 5, 2024

    • awesome-graph-explainability-papers

      Public
      Papers about explainability of GNNs
      67•0•0•0•Updated Sep 1, 2024Sep 1, 2024

    • TGB

      Public
      Temporal Graph Benchmark project repo
      Python
      •36•0•0•0•Updated Aug 9, 2024Aug 9, 2024

    • MDGRL

      Public
      Code and dataset for MDGRL
      Java
      •1•0•0•0•Updated May 26, 2024May 26, 2024

    • KG-MM-Survey

      Public
      Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
      MIT License
      •15•0•0•0•Updated May 20, 2024May 20, 2024

    • Awesome-Knowledge-Graph-Reasoning

      Public
      AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
      132•0•0•0•Updated May 20, 2024May 20, 2024

    • 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
      •187•0•0•0•Updated May 20, 2024May 20, 2024

    • Awesome-DynamicGraphLearning

      Public
      Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
      Shell
      •82•0•0•0•Updated Apr 30, 2024Apr 30, 2024

    • OpenGraph

      Public
      "OpenGraph: Towards Open Graph Foundation Models"
      Python
      •
      Apache License 2.0
      •31•0•0•0•Updated Apr 29, 2024Apr 29, 2024

    • TopoModelX

      Public
      Topological Deep Learning
      Jupyter Notebook
      •
      MIT License
      •83•0•0•0•Updated Apr 12, 2024Apr 12, 2024

    • gnn

      Public
      TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
      Python
      •
      Apache License 2.0
      •179•0•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
      •120•0•0•0•Updated Mar 29, 2024Mar 29, 2024

    • awesome-knowledge-graph

      Public
      A curated list of Knowledge Graph related learning materials, databases, tools and other resources
      139•0•0•0•Updated Mar 29, 2024Mar 29, 2024

    • Awesome-TKGC

      Public
      MIT License
      •11•0•0•0•Updated Mar 29, 2024Mar 29, 2024

    • KGE

      Public
      Some papers on Knowledge Graph Embedding(KGE)
      169•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
      •145•0•0•0•Updated Mar 29, 2024Mar 29, 2024

    • Awesome-LLM-KG

      Public
      Awesome papers about unifying LLMs and KGs
      153•0•0•0•Updated Mar 6, 2024Mar 6, 2024

    • docker-pytorch

      Public
      A Docker image for PyTorch
      Dockerfile
      •
      MIT License
      •227•0•0•0•Updated Feb 25, 2024Feb 25, 2024

    • QuatRDE

      Public
      QuatRDE: Dynamic Relation-Aware Quaternions for Knowledge Graph Embeddings
      Python
      •
      MIT License
      •1•5•0•0•Updated Feb 3, 2024Feb 3, 2024

    • XRL

      Public
      Explainable Reinforcement Learning (XRL) Resources
      MIT License
      •4•0•0•0•Updated Jan 30, 2024Jan 30, 2024

    • Awesome-Hypergraph-Network

      Public
      A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.
      23•0•0•0•Updated Jan 20, 2024Jan 20, 2024

    • graph-adversarial-learning-literature

      Public
      A curated list of adversarial attacks and defenses papers on graph-structured data.
      131•0•0•0•Updated Jan 18, 2024Jan 18, 2024

    • awesome-explainable-reinforcement-learning

      Public
      A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
      22•0•0•0•Updated Jan 18, 2024Jan 18, 2024

    • TKGC-Benchmark-Datasets

      Public
      Temporal Knowledge Graph Completion Benchmark Datasets
      Python
      •0•2•0•0•Updated Dec 29, 2023Dec 29, 2023

    • OpenTLP

      Public
      [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.
      Python
      •8•0•0•0•Updated Dec 26, 2023Dec 26, 2023

    • TR-Rules

      Public
      Official implementation of "TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy
      Python
      •
      MIT License
      •2•0•0•0•Updated Dec 19, 2023Dec 19, 2023