awesome-knowledge-graph
by totogo
A curated list of Knowledge Graph related learning materials, databases, tools and other resources
AI summary
Knowledge Graph Toolkit
A curated collection of resources and tools for working with knowledge graphs, including databases, frameworks, and visualization tools.
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What's in the list
104 links in 17 sections, with live GitHub stats.activeno commit in 2y
Infrastructure / Graph Databases
- AgensGraph
multi-model graph database with SQL and Cypher support based on PostgreSQL
- ArangoDB
highly available Multi-Model NoSQL database
- Atomic-Server
open-source type-safe graph database server with GUI, written in rust. Supports , JSON & RDF
Blazegraph
GPU accelerated graph database
Cayley
open source database written in Go
- CosmosDB
cloud-based multi-model database with support for TinkerPop3
- Dgraph
Fast, Transactional, Distributed Graph Database (open source, written in Go)
- DSE Graph
Graph layer on top of DataStax Enterprise (Cassandra, SolR, Spark)
- TypeDB
a database with a rich and logical type system
Graphd
the Metaweb/Freebase Graph Repository
- JanusGraph
an open-source, distributed graph database with pluggable storage and indexing backends
- Memgraph
High Performance, In-Memory, Transactional Graph Database
- Neo4j
OLTP graph database
- Sparksee
makes space and performance compatible with a small footprint and a fast analysis of large networks
- Stardog
RDF graph database with OLTP and OLAP support
- OrientDB
Distributed Multi-Model NoSQL Database with a Graph Database Engine
- TigerGraph
a complete, distributed, parallel graph computing platform for enterprise, supporting web-scale data analytics in real-time
- Nebula Graph
A truly distributed, linear scalable, lightning-fast graph database, using SQL-like query language
HugeGraph
An open source TinkerPop 3 compliant OLTP Graph Database with pluggable storage bakcend which is similar to JanusGraph. It also supports OLAP through Spark GraphX
- Diffbot
One of three Western entities to crawl a majority of the web. Largest commercially available knowledge graph
- Weaver
A graph database built on top of Postgres, which allows you to query the dataset in both SQL and graph query languages including SQL, SPARQL, and GraphQL
- Kuzu
A highly scalable, extremely fast, and very easy-to-use embeddable graph database
- CogDB
A Micro Graph Database for Python Applications
- TuGraph
Graph database behinde Alipay. It has achieved the top-ranking performance in LDBC-SNB, a globally recognised benchmark test, surpassing competing solutions
Infrastructure / Triple Stores
- AllegroGraph
high-performance, persistent graph database that scales to billions of quads
- Apache Jena
open source Java framework for building Semantic Web and Linked Data applications
- Copernic
Data, and its history, via change requests at scale
- Eclipse RDF4J
(formerly known as Sesame) is an open source Java framework for processing RDF data. This includes parsing, storing, inferencing and querying of/over such data. It offers an easy-to-use API that can be connected to all leading RDF storage solutions. It allows you to connect with SPARQL endpoints and create applications that leverage the power of linked data and Semantic Web
- GraphDB
enterprise ready Semantic Graph Database, compliant with W3C Standards
- Virtuoso
a "Data Junction Box" that drives enterprise and individual agility by deriving a Semantic Web of Linked Data from existing data silos
- Apache Marmotta
(retired Apache project) an open platform for linked data
Oxigraph
a light wight triple store written in Rust
Infrastructure / Graph Computing Frameworks
- Apache Giraph
an iterative graph processing system built for high scalability
- Apache TinkerPop
a graph computing framework for both graph databases (OLTP) and graph analytic systems (OLAP)
- Apache Spark - GraphX
Apache Spark's API for graphs and graph-parallel computation
Tencent Plato
a fast distributed graph computation and machine learning framework used by WeChat
Gradoop
a distributed graph analytics framework based on Apache Flink
Infrastructure / Graph Visualization
AntV G6
Simple, easy and complete high performance graph visualization engine written in JavaScript, from Ant Financial
Graphistry
An end-to-end GPU visual graph analytics engine (Nvidia RAPIDS.ai / Apache Arrow) with interfaces including JS/React, Python (Jupyter/StreamLit), REST, rich no-code/low-code UIs for various databases, and self + cloud hosting, from Graphistry
- Gephi
Graph visualization platform software runs on Windows, Mac and Linux
- KeyLines & ReGraph
Graph visualization tookits for JavaScript and React developer from Cambridge Intelligence
- Linkurious
Linkurious is an enterprise ready on-premises graph visualization and analysis platform
- Cytoscape
Open source graph visualization platform software runs on Windows, Mac and Linux
- Cytoscape.js
Graph visualization tookit for JavaScript
- Sigma.js
JavaScript library aimed at visualizing larger graphs
Infrastructure / Graph Construction
Morph-KGC
Knowledge graph generation system with RML mappings
- Ontop
A Virtual Knowledge Graph engine for querying SQL data sources and transform SQL data sources through R2RML mappings
- Ontopic Studio
A commercially supported no code software for creating and maintaining large sets of R2RML mappings
- Termboard
A very simple graphical editor to create Terms and Relations. It can use ChatGPT, Google Bard or any other chatbot. Ideal for beginners wanting to make and share quick sketches
Infrastructure / Languages
Infrastructure / Managed Hosting Services
- CosmosDB @ Microsoft
Azure Cosmos DB is Microsoft's globally distributed, multi-model (Key-value, Document, Column, Graph) database service
- JanusGraph @ Google Cloud Platform
JanusGraph on Google Kubernetes Engine backed by Google Cloud Bigtable
JanusGraph @ Amazon Web Services Labs
The Amazon DynamoDB Storage Backend for JanusGraph
- Neo4j @ Graph Story
End-to-end Graph Database hosting for Community and Enterprise Neo4j with expert help for development
- Neptune @ Amazon Web Services
a fast, reliable, fully-managed graph database service that makes it easy to build and run applications that work with highly connected datasets
- Graph Engine Service @ Huawei Cloud
Fully-managed, distributed, at-scale graph query and analysis service that provides a visualized interactive analytics platform
- Graph Database (beta) @ Aliyun (Alibaba Cloud)
highly reliable and available property graph database that supports ACID and TinkerPop Gremlin query language
- Tencent Knowledge Graph @ Tencent Cloud
One stop platform for Graph database, computing and visualization. Currently available in beta test and only in Chinese
- WoordLift
Easy-to-use SEO-focused Graph Database hosting for web and e-commerce websites running on Apache Marmotta
- Baidu Knowledge Graph @ Baidu AI Platform
One-stop AI platform to build knowledge graph and its applications
Graphistry
Cloud accounts for Graphistry end-to-end GPU-accelerated visual graph analytics projects
Knowledge Engineering
- YAGA-NAGA
Harvesting, Searching, and Ranking Knowledge from the Web
Knowledge Engineering / Knowledge Fusion
Knowledge Graph Dataset / General
- BabelNet
Both a , with lexicographic and encyclopedic coverage of terms, and a which connects concepts and named entities in a very large network of semantic relations, made up of about 16 million entries, called Babel synsets. Each Babel synset represents a given meaning and contains all the synonyms which express that meaning in a range of different languages
- Wikidata
Wikidata is a free, collaborative, multilingual, secondary database, collecting structured data to provide support for Wikipedia, Wikimedia Commons, the other wikis of the Wikimedia movement, and to anyone in the world
- Google Knowledge Graph
Google’s Knowledge Graph has millions of entries that describe real-world entities like people, places, and things
- Freebase
Large scale knowledge base originally stated by Metaweb. Later aquired by Google and used in
- DBpedia
DBpedia is a crowd-sourced community effort to extract structured content from the information created in various Wikimedia projects
- XLore
A large-scale English-Chinese bilingual knowledge graph by structuring and integrating Chinese Wikipedia, English Wikipedia, French Wikipedia, and Baidu Baike
- The GDELT Project
The GDELT Project monitors the world's broadcast, print, and web news from nearly every corner of every country in over 100 languages and identifies the people, locations, organizations, themes, sources, emotions, counts, quotes, images and events driving our global society every second of every day, creating a free open platform for computing on the entire world
- YAGO
A huge semantic knowledge base, derived from , and . Currently, YAGO has knowledge of more than 10 million entities (like persons, organizations, cities, etc.) and contains more than 120 million facts about these entities. The source code of YAGO is in this Github
- Zhishi.me
Knowledge Graph data extracted from the largest Chinese encyclopedias, , and
- NELL
Never-Ending Language Learner, read the web and extract facts from text found in web pages continuously and improve itself
- Golden Protocol
A decentralized canonical knowledge graph. It is open, transparent, consensus, bounty enabled and built in the age of Web 3
Knowledge Graph Dataset / Semantic Network
- ConceptNet
ConceptNet is a freely-available semantic network, designed to help computers understand the meanings of words that people use
- Microsoft Concept Graph
For Short Text Understanding
- OpenHowNet
An Open Sememe-based Lexical Knowledge Base in Chinese
- WordNet
A free large lexical database of English from Princeton University
Knowledge Graph Dataset / Academic & Research
- AMiner
Aminer aims to provide comprehensive search and mining services for researcher social networks
- Microsoft Academic
Microsoft Academic (MA) employs advances in machine learning, semantic inference and knowledge discovery to help you explore scholarly information in more powerful ways than ever before
- AceMap
Academic search engine based on knowledge graph which includes entities like paper, author, institution and etc
- Semantic Scholar
A free, AI-powered research tool for scientific literature. Collaborating with academic publishers to build a trustworthy and authoritative scientific knowledge graph
Knowledge Graph Dataset / Other Domain
- Lynx
an ecosystem of smart cloud services to better manage compliance, based on a Legal Knowledge Graph (LKG) which integrates and links heterogeneous compliance data sources including legislation, case law, standards and other private contracts
- ResearchSpace
A culture heritage knowledge graph from the British Museum
- Unified Medical Language System (UMLS)
The UMLS integrates and distributes key terminology, classification and coding standards, and associated resources to promote creation of more effective and interoperable biomedical information systems and services, including electronic health records
- DrugBank
Knowledge base for drug interactions, pharmacology, chemical structures, targets, metabolism, and more
- STRING
A database of known and predicted protein-protein interactions
Learning Materials / Official Documentations
Learning Materials / Community Effort
Graph Book
TinkerPop3 centric book written by
- SQL2Gremlin
transition from SQL to Gremlin by
- The Gremlin Compendium
minimum survival kit for any Gremlin user, 10 blog post series by
Conferences
- Graph Connect
powered by Neo4j
- Graph Day
an Independent Graph Conference from the Data Day folks
- Connected Data London
Connected Data London brings together 160+ Artificial Intelligence, Semantic Technology, Linked Data and Graph Database innovators, thought leaders and practitioners annually in one great conference. The conference has expanded its themes and tracks, from its roots as the primary conference for Knowledge Graphs, Linked Data and Semantics to include related Graph Database and AI / Machine Learning technologies and practical use cases
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awesome-graph
Graph, the infrastructure for Knowledge Graph
awesome-knowledge-graph
Knowledge graph related materials but all in Chinese
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