Python knowledge-graph

Open-source Python projects categorized as knowledge-graph | Edit details

Top 17 Python knowledge-graph Projects

  • RecBole

    A unified, comprehensive and efficient recommendation library

    Project mention: Observe differences in the behavior of recommendation models using RecBole | dev.to | 2022-01-05

    RecBole seems to be a joint project started by the laboratories of Renmin University of China and Peking University, and it appeared on arxiv in November 2020. In August 2021, the module that we provide reached v1.0, and it seems to be used by various people in earnest.

  • pytextrank

    Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

    Project mention: Are there any good modules for Text to speech generation and Text summarization? | reddit.com/r/Python | 2022-04-04
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • rubrix

    ✨ Rubrix, open-source framework for data-centric NLP. Data annotation and monitoring for enterprise NLP

    Project mention: No training data, no problem! Few-shot NER with a practical example | reddit.com/r/learnmachinelearning | 2022-05-10

    Rubrix, the open-source tool for data-centric NLP: https://github.com/recognai/rubrix

  • contextualise

    Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources

    Project mention: Personal Knowledge Management (PKM) open source application: Contextualise | news.ycombinator.com | 2021-11-23
  • dgl-ke

    High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

    Project mention: Finding subgraphs of the same topology | reddit.com/r/KnowledgeGraph | 2022-02-12
  • kglib

    Grakn Knowledge Graph Library (ML R&D)

  • qagnn

    [NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

    Project mention: [D] what percent of top conference papers fudge results? | reddit.com/r/MachineLearning | 2022-02-25

    QA-GNN (https://github.com/michiyasunaga/qagnn from a Stanford lab) had some issues with their evaluation, but more importantly this work 'GNN is counting?...' (https://openreview.net/forum?id=hzmQ4wOnSb) showed that they can achieve better results with an extremely simplistic 1-dim GNN model - so the performance of QA-GNN was mainly due to data. AFAIK there were discussions around this, but now if you go to QA-GNN repo they have disabled issues tab.

  • SonarLint

    Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.

  • topic-db

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

    Project mention: Contextualise: Structured Thinking | reddit.com/r/Python | 2021-06-10

    Contextualise is a simple but effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources: https://github.com/brettkromkamp/contextualise. Contextualise's main dependency is TopicDB, an open source topic maps-based graph store implemented in Python. The Contextualise web application is implemented with the Flask framework.

  • pyRDF2Vec

    🐍 Python Implementation and Extension of RDF2Vec

  • kg-reeval

    ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods

    Project mention: [P] Knowledge Graph Completion With CoDEx | reddit.com/r/MachineLearning | 2021-09-21

    Code for https://arxiv.org/abs/1911.03903 found: https://github.com/svjan5/kg-reeval

  • codex

    CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia (by tsafavi)

    Project mention: [P] Knowledge Graph Completion With CoDEx | reddit.com/r/MachineLearning | 2021-09-21
  • zsl-kg

    Framework for zero-shot learning with knowledge graphs.

    Project mention: [R] Zero-Shot Learning with Common Sense Knowledge Graphs | reddit.com/r/MachineLearning | 2021-09-03
  • PheKnowLator

    PheKnowLator: Heterogeneous Biomedical Knowledge Graphs and Benchmarks Constructed Under Alternative Semantic Models

    Project mention: Rosey the Robot | dev.to | 2021-11-09

    Workflow was built for the PheKnowLator Project

  • zeroshot_topics

    Topic Inference with Zeroshot models

    Project mention: Label your text data automatically with zeroshot_labels | news.ycombinator.com | 2021-11-22
  • typedb-bio

    TypeDB Data - Bio Covid

    Project mention: How Roche Discovered Novel Potential Gene Targets with TypeDB | dev.to | 2021-06-10

    For this purpose, David built out a set of rules and schema in TypeQL. Below is just a very small excerpt of how such data can be modelled — taken from BioGrakn-Covid, a Vaticle community-led project by Konrad Mysliwiec (Data Science Software Engineer, Roche). Note that this is a selected schema; the full schema can be found within the BioGrakn-Covid schema file.

  • PFoodReq

    Code & data accompanying the WSDM 2021 paper "Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph"

  • ckb

    Contextual knowledge bases (by raphaelsty)

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). The latest post mention was on 2022-05-10.

Python knowledge-graph related posts

Index

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

Project Stars
1 RecBole 1,843
2 pytextrank 1,791
3 rubrix 1,058
4 contextualise 944
5 dgl-ke 882
6 kglib 502
7 qagnn 339
8 topic-db 203
9 pyRDF2Vec 150
10 kg-reeval 108
11 codex 87
12 zsl-kg 82
13 PheKnowLator 75
14 zeroshot_topics 48
15 typedb-bio 42
16 PFoodReq 30
17 ckb 17
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