Python graph-database

Open-source Python projects categorized as graph-database
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Topics: Graph Neo4j Python Database Networkx
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Top 11 Python graph-database Projects

  • movies-python-bolt

    Neo4j Movies Example application with Flask backend using the neo4j-python-driver

  • cog

    Micro Graph Database for Python Applications (by arun1729)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • topic-db

    TopicDB is a topic maps-based semantic graph store (using SQLite for persistence)

  • reddit-detective

    Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more

  • gqlalchemy

    GQLAlchemy is a library developed with the purpose of assisting in writing and running queries on Memgraph. GQLAlchemy supports high-level connection to Memgraph as well as modular query builder.

    • Project mention: Link Prediction With node2vec in Physics Collaboration Network | dev.to | 2023-06-16

    As already mentioned, link prediction refers to the task of predicting missing links or links that are likely to occur in the future. In this tutorial, we will make use the of MAGE spell called node2vec. Also, we will use Memgraph to store data, and gqlalchemy to connect from a Python application. The dataset will be similar to the one used in this paper: Graph Embedding Techniques, Applications, and Performance: A Survey.

  • zef

    Toolkit for graph-relational data across space and time (by zefhub)

  • dotmotif

    A performant, powerful query framework to search for network motifs

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  • grand

    Your favorite Python graph libraries, scalable and interoperable. Graph databases in memory, and familiar graph APIs for cloud databases.

    • Project mention: Show HN: In-memory graph "database" with NetworkX and openCypher | news.ycombinator.com | 2023-10-30

    Cypher is a super useful language for querying graph structures, but sometimes it's overkill to load a tiny graph into Neo4j or memgraph. We wrote this tool to act as an abstraction layer so you can query in-memory graph data -- or, using [Grand](https://github.com/aplbrain/grand), rewrite Cypher queries to run on SQLite dbs or even other graph databases that don't support Cypher out of the box. Hoping it'll be helpful to those in the network theory, graph ML, and data science communities!

  • grand-cypher

    Implementation of the Cypher language for searching NetworkX graphs

    • Project mention: Graph query language for Python-NetworkX | news.ycombinator.com | 2024-02-14

  • YassQueenDB

    Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀

  • nosqlapi

    nosqlapi is a library for building standard NOSQL python libraries.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python graph-database related posts

  • Link Prediction With node2vec in Physics Collaboration Network

    4 projects | dev.to | 16 Jun 2023

  • I created an Easy to Use dimensionless vector database. GitHub - nileshkhetrapal/YassQueenDB: Graph database library that allows you to store, analyze, and search through your data in a graph format.📚🧠🚀

    1 project | /r/programming | 23 Apr 2023

  • An Easy to use Dimensionless Vector Database

    1 project | /r/Database | 23 Apr 2023

  • [PROJECT] An Easy Dimensionless Vector Database

    1 project | /r/MachineLearning | 23 Apr 2023

  • Show HN: Micro Graph Database for Python Applications

    1 project | news.ycombinator.com | 12 Apr 2023

  • Show HN: Micro Graph Database for Python Applications

    1 project | news.ycombinator.com | 10 Apr 2023

  • Understanding How Dynamic node2vec Works on Streaming Data

    2 projects | dev.to | 23 Dec 2022
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    www.saashub.com | 4 May 2024
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Index

What are some of the best open-source graph-database projects in Python? This list will help you:

Project Stars
1 movies-python-bolt 370
2 cog 284
3 topic-db 249
4 reddit-detective 206
5 gqlalchemy 207
6 zef 107
7 dotmotif 80
8 grand 76
9 grand-cypher 61
10 YassQueenDB 14
11 nosqlapi 11

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