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Awesome GitHub RepositoriesGraph Analytics

Large-scale computation specifically focused on identifying patterns and performing deep traversals in massive graphs.

Distinct from Large-Scale Data Computation: Distinct from Large-Scale Data Computation: specializes in graph-specific analytic patterns and deep traversals rather than general data processing.

Explore 2 awesome GitHub repositories matching data & databases · Graph Analytics. Refine with filters or upvote what's useful.

Awesome Graph Analytics GitHub Repositories

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  • thinkaurelius/titanthinkaurelius 的头像

    thinkaurelius/titan

    5,228在 GitHub 上查看↗

    Titan is a distributed graph database and computing engine designed for storing and querying massive datasets of interconnected nodes and edges across multi-machine clusters. It functions as a scalable graph storage layer and transactional store, providing a framework for executing large-scale graph processing jobs and deep traversals. The system is distinguished by its pluggable storage backend, which decouples the graph engine from the physical persistence layer. It utilizes vertex-cut data partitioning to balance processing loads and a set-cardinality property model that allows single prop

    Executes complex processing jobs and deep traversals across billions of vertices to find patterns in big data.

    Java
    在 GitHub 上查看↗5,228
  • kuzudb/kuzukuzudb 的头像

    kuzudb/kuzu

    3,965在 GitHub 上查看↗

    Kùzu is an embedded property graph database engine designed for high-performance analytical queries and local data management. It operates as a library within the host application process, utilizing a columnar-based storage architecture and just-in-time query compilation to execute complex graph traversals and pattern matching efficiently. By mapping database files directly into system memory, it ensures data durability and high-speed access while maintaining ACID-compliant transactional integrity. The engine distinguishes itself by integrating vector similarity search and full-text search di

    Executes advanced graph algorithms like PageRank and community detection for deep data analysis.

    C++cypherdatabaseembeddable
    在 GitHub 上查看↗3,965
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