Knowledge Graph Embeddings Embedding Tools

Tools and frameworks for creating, training, and applying embeddings specifically for knowledge graphs and structured knowledge bases. Includes KG completion, entity/relation embeddings, and ontology-based approaches. Does NOT include general graph embeddings, SPARQL query learning, or curated resource lists.

There are 20 knowledge graph embeddings tools tracked. 1 score above 50 (established tier). The highest-rated is usc-isi-i2/kgtk at 55/100 with 414 stars and 499 monthly downloads.

Get all 20 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=knowledge-graph-embeddings&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	usc-isi-i2/kgtk Knowledge Graph Toolkit	55	Established	414	Jupyter Notebook
2	eBay/KPRN Reasoning Over Knowledge Graph Paths for Recommendation	42	Emerging	285	Lua
3	malllabiisc/cesi WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and...	38	Emerging	101	Python
4	usc-isi-i2/cskg CSKG: The CommonSense Knowledge Graph	33	Emerging	127	Jupyter Notebook
5	jishnujayakumar/MLRC2020-EmbedKGQA This is the code for the MLRC2020 challenge w.r.t. the ACL 2020 paper...	31	Emerging	25	Python
6	prokolyvakis/hyperkg HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion	30	Emerging	20	Python
7	fusion-jena/Meta2KG This project aims at the automatic transformation of metadata XML files to a...	28	Experimental	6	Python
8	giovannigarifo/pkg Deep Learning on Academic Knowledge Graphs	28	Experimental	9	Python
9	vfrico/kge-server Knowledge Graphs Embedding server. Docs available at:	28	Experimental	5	Python
10	malllabiisc/CaRE EMNLP 2019: CaRe: Open Knowledge Graph Embeddings	28	Experimental	38	Python
11	RDFLib/graph-pattern-learner Evolutionary Graph Pattern Learner that learns SPARQL queries for a given...	26	Experimental	92	Python
12	yao8839836/KGE-LDA Knowledge Graph Embedding LDA. AAAI 2017	25	Experimental	40	Java
13	NetherNova/event-kge Knowledge Graph Embeddings with optional event semantics	21	Experimental	8	Python
14	Agora-Lab-AI/EKR Elysium Knowledge Repository is an open source initiative to embed all of...	21	Experimental	10	Python
15	zeionara/grapex An experimental library for implementing knowledge graph embedding models...	20	Experimental	1	Elixir
16	ocatias/Research_KnowledgeGraph A knowledge graph containing 5 million research papers. Uses: compute Erdős...	16	Experimental	4	Python
17	raphaelsty/mkb Knowledge Base Embedding By Cooperative Knowledge Distillation	15	Experimental	67	Python
18	SageSeekerSociety/Veckg Veckg：基于 DeepSeek 和词向量的知识图谱自动化构建工具	14	Experimental	3	Python
19	LelandYan/ResearchRelationshipNetwork_KnowledgeGraph Research relationship network analysis based on knowledge graph	13	Experimental	7	Jupyter Notebook
20	smeznar/ontology-completion-with-graph-learners Code repository for the "Ontology Completion with Graph-based Machine...	13	Experimental	5	Python