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The Top 23 Knowledge Graph Embeddings Open Source Projects

Open source projects categorized as Knowledge Graph Embeddings
Categories > Knowledge Graph Embeddings
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14most recent commit a year ago
Pykeen ⭐ 1,498
🤖 A Python library for learning and evaluating knowledge graph embeddings
dependent packages 4total releases 46most recent commit 3 months agopypi pykeen} Downloads
Kge ⭐ 862
Some papers on Knowledge Graph Embedding(KGE)
most recent commit 8 months ago
Knowledge Graph Learning ⭐ 662
A curated list of awesome knowledge graph tutorials, projects and communities.
most recent commit a year ago
Openea ⭐ 470
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
most recent commit 6 months ago
Drkg ⭐ 372
A knowledge graph and a set of tools for drug repurposing
most recent commit 2 years ago
Neuralkg ⭐ 263
[Tool] For Knowledge Graph Representation Learning
total releases 20most recent commit 9 months ago
Knowledge Graph Embeddings ⭐ 221
Implementations of Embedding-based methods for Knowledge Base Completion tasks
most recent commit 4 years ago
Kbgan ⭐ 170
Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
most recent commit 6 years ago
Convkb ⭐ 149
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
most recent commit 3 years ago
Capse ⭐ 114
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
most recent commit 3 years ago
Kge Hake ⭐ 105
The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
most recent commit 3 years ago
Simple ⭐ 92
SimplE Embedding for Link Prediction in Knowledge Graphs
most recent commit 4 years ago
Jape ⭐ 88
Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding, ISWC 2017
most recent commit 2 years ago
Bootea ⭐ 84
Bootstrapping Entity Alignment with Knowledge Graph Embedding, IJCAI 2018
most recent commit 4 years ago
Gcn Align ⭐ 72
Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.
most recent commit 5 years ago
Alinet ⭐ 72
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020
most recent commit 3 years ago
R Men ⭐ 70
Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
most recent commit 2 years ago
Cesi ⭐ 70
WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
most recent commit 5 years ago
Rsn ⭐ 70
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019
most recent commit 5 years ago
Kopa ⭐ 67
[Paper][Preprint 2023] Making Large Language Models Perform Better in Knowledge Graph Completion
most recent commit 5 months ago
Multike ⭐ 63
Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019
most recent commit 4 years ago
Transe Pytorch ⭐ 63
Implementation of TransE model in PyTorch.
most recent commit 2 years ago
The 9 Latest Releases In Knowledge Graph Embeddings Open Source Projects
Kiez ⭐ 22
🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings
total releases 13latest release October 18, 2023most recent commit 5 months ago
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14latest release July 12, 2023most recent commit a year ago
Pykeen ⭐ 1,498
🤖 A Python library for learning and evaluating knowledge graph embeddings
dependent packages 4total releases 46latest release February 22, 2023most recent commit 3 months agopypi pykeen} Downloads
Neuralkg ⭐ 263
[Tool] For Knowledge Graph Representation Learning
total releases 20latest release October 18, 2022most recent commit 9 months ago
Emgraph ⭐ 16
A Python library for knowledge graph representation learning (graph embedding).
total releases 2latest release July 30, 2022most recent commit 2 years ago
Jrdf2vec ⭐ 31
A high-performance Java Implementation of RDF2Vec
total releases 2latest release May 31, 2021most recent commit a year ago
Clep ⭐ 13
🤖 A Python Package for generating new patient representations driven by data and prior knowledge
total releases 2latest release October 19, 2020most recent commit 2 years ago
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