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A curated list of Knowledge Graph related learning materials, databases, tools and other resources

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Curated Resources
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InfrastructureKnowledge EngineeringKnowledge Graph DatasetLearning MaterialsConferencesBooksContribute

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What's inside

Knowledge Graph Dataset

  • AceMapAcademic & Research

    Academic search engine based on knowledge graph which includes entities like paper, author, institution and etc.

  • AMinerAcademic & Research

    Aminer aims to provide comprehensive search and mining services for researcher social networks.

  • BabelNetGeneral

    Both a

  • ConceptNetSemantic Network

    ConceptNet is a freely-available semantic network, designed to help computers understand the meanings of words that people use.

  • DBpediaGeneral

    DBpedia is a crowd-sourced community effort to extract structured content from the information created in various Wikimedia projects.

  • DrugBankOther Domain

    Knowledge base for drug interactions, pharmacology, chemical structures, targets, metabolism, and more.

Infrastructure

  • AgensGraphGraph Databases

    multi-model graph database with SQL and Cypher support based on PostgreSQL

  • AllegroGraphTriple Stores

    high-performance, persistent graph database that scales to billions of quads

  • AntV G6Graph Visualization

    Simple, easy and complete high performance graph visualization engine written in JavaScript, from Ant Financial

  • Apache GiraphGraph Computing Frameworks

    an iterative graph processing system built for high scalability

  • Apache JenaTriple Stores

    open source Java framework for building Semantic Web and Linked Data applications

  • Apache MarmottaTriple Stores

    (retired Apache project) an open platform for linked data

Contribute

Conferences

  • 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.

  • Graph Connect

    powered by Neo4j

  • Graph Day

    an Independent Graph Conference from the Data Day folks

Learning Materials

  • CypherOfficial Documentations

    reference documentation

  • Graph BookCommunity Effort

    TinkerPop3 centric book written by

  • GremlinOfficial Documentations

    reference documentation

  • SQL2GremlinCommunity Effort

    transition from SQL to Gremlin by

  • The Gremlin CompendiumCommunity Effort

    minimum survival kit for any Gremlin user, 10 blog post series by

Knowledge Engineering

  • DedupeKnowledge Fusion

    dedupe is a python library that uses machine learning to perform fuzzy matching, deduplication and entity resolution quickly on structured data.

  • KGPrune

    An API and Web application for extracting subgraphs of interest from Wikidata based on user-input seed entities, to help bootstrap a new KG

  • LIMESKnowledge Fusion

    Link Discovery Framework for Metric Spaces.

  • YAGA-NAGA

    Harvesting, Searching, and Ranking Knowledge from the Web

Books

  • Knowledge Graphs and LLMs in Action

    a book that shows you how to introduce knowledge graphs constructed from structured and unstructured sources into LLM-powered applications and RAG pipelines.

Showing a sample of 109 resources. View the full list on GitHub →