knowledge-graph-embeddings

There are 90 repositories under knowledge-graph-embeddings topic.

  • Accenture/AmpliGraph

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

    Language:Python2.1k66220250
  • pykeen

    pykeen/pykeen

    🤖 A Python library for learning and evaluating knowledge graph embeddings

    Language:Python1.6k26536178

  • BrambleXu/knowledge-graph-learning

    A curated list of awesome knowledge graph tutorials, projects and communities.

    73141368121
  • DRKG

    gnn4dr/DRKG

    A knowledge graph and a set of tools for drug repurposing

    Language:Jupyter Notebook5592623153

  • zjukg/NeuralKG

    [Tool] For Knowledge Graph Representation Learning

    Language:Python32694462

  • mana-ysh/knowledge-graph-embeddings

    Implementations of Embedding-based methods for Knowledge Base Completion tasks

    Language:Python256251363

  • MIRALab-USTC/KGE-HAKE

    The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.

    Language:Python24061953

  • cai-lw/KBGAN

    Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

    Language:Python213101057

  • zjukg/KG-MM-Survey

    Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

    2135013

  • daiquocnguyen/ConvKB

    A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)

    Language:Python20261839

  • mklimasz/TransE-PyTorch

    Implementation of TransE model in PyTorch.

    Language:Python1461535

  • daiquocnguyen/CapsE

    A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

    Language:Python14291332

  • Mehran-k/SimplE

    SimplE Embedding for Link Prediction in Knowledge Graphs

    Language:Python1428534

  • tsafavi/codex

    CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia

    Language:Python1384622

  • 1049451037/GCN-Align

    Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.

    Language:Python12851027

  • malllabiisc/cesi

    WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information

    Language:Python10029927

  • zjukg/KoPA

    [Paper][Preprint 2023] Making Large Language Models Perform Better in Knowledge Graph Completion

    Language:Python1003317

  • malllabiisc/InteractE

    AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions

    Language:Python869821

  • daiquocnguyen/R-MeN

    Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)

    Language:Python795514

  • davidlvxin/TransC

    Source code and datasets of EMNLP2018 paper: "Differentiating Concepts and Instances for Knowledge Graph Embedding".

    Language:C++7871314

  • Schlampig/Knowledge_Graph_Wander

    A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods

    613013

  • raphaelsty/mkb

    Knowledge Base Embedding By Cooperative Knowledge Distillation

    Language:Python60494

  • datquocnguyen/STransE

    STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)

    Language:C++537216

  • daiquocnguyen/GNN-NoGE

    Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)

    Language:Python50316
  • CogKGE

    jinzhuoran/CogKGE

    CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. ACL 2022

    Language:Python48343

  • zjunlp/KNN-KG

    [NLPCC 2023] Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings with Language Models

    Language:Python466109

  • SmartDataAnalytics/BioKEEN

    A computational library for learning and evaluating biological knowledge graph embeddings - please see the main PyKEEN repo at https://github.com/pykeen/pykeen/

    Language:Jupyter Notebook4515274

  • dwslab/jRDF2Vec

    A high-performance Java Implementation of RDF2Vec

    Language:Java384184

  • StephanieWyt/HGCN-JE-JR

    Source code and datasets for EMNLP 2019 paper: Jointly Learning Entity and Relation Representations for Entity Alignment.

    Language:Python38438

  • april-tools/gekcs

    How to Turn Your Knowledge Graph Embeddings into Generative Models

    Language:Python37203

  • daiquocnguyen/QuatRE

    QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)

    Language:Python34303

  • pykeen/benchmarking

    📊 Results from the reproducibility and benchmarking studies presented in "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework" (http://arxiv.org/abs/2006.13365)

    Language:Python348184

  • vinhsuhi/JMAC

    Joint Multilingual Knowledge Graph Completion and Alignment (Findings of EMNLP 2022) (Pytorch)

    Language:Python33250

  • AstraZeneca/kgem-in-drug-discovery

    Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence in the Life Sciences, 2022)

    Language:Python29416
  • doctoral-thesis

    cthoyt/doctoral-thesis

    📖 Generation and Applications of Knowledge Graphs in Systems and Networks Biology

    Language:TeX29972

  • cmavro/TempoQR

    [AAAI 2022] TempoQR: Temporal Question Reasoning over Knowledge Graphs

    Language:Python26357