derwen.ai

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43 repositories

kglab
Public
Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.
graph-algorithms sparql inference pandas owl rdflib networkx knowledge-graph json-ld parquet
Jupyter Notebook
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MIT License
•72•656•12•0•Updated Jan 3, 2026Jan 3, 2026
strwythura
Public
Strwythura: construct an entity-resolved knowledge graph from structured data sources and unstructured content sources, implementing an ontology pipeline, plus context engineering for optimizing AI application outcomes within a specific domain. This produces a Streamlit app, with MLOps instrumentation.
machine-learning entity-resolution ontology named-entity-recognition entity-linking unstructured-data entity-embedding textgraphs vector-database dspy
JavaScript
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MIT License
•20•190•0•0•Updated Dec 31, 2025Dec 31, 2025
kleptosyn
Public
Synthetic data generation for investigative graphs based on patterns of bad-actor tradecraft.
machine-learning graph-algorithms entity-resolution open-data knowledge-graph investigations beneficial-ownership synthetic-data network-analytics kleptocracy
Jupyter Notebook
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MIT License
•0•8•0•0•Updated Dec 22, 2025Dec 22, 2025
dylifo
Public
Streamlit demo using DSPy to summarize JSON from the Senzing SDK
entity-resolution summarization senzing streamlit dspy
Python
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MIT License
•0•4•0•0•Updated Dec 22, 2025Dec 22, 2025
nyddu
Public
spider-ish
Python
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MIT License
•0•0•0•2•Updated Dec 22, 2025Dec 22, 2025
bwyd
Public
A domain specific language for authoring and navigating collections of recipes.
nlp recipes validation dsl cooking publishing knowledge-graph
Python
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MIT License
•0•2•0•0•Updated Dec 22, 2025Dec 22, 2025
min_rag
Public
A minimal example of RAG, based on DSPy
retrieval-augmented-generation context-engineering
Python
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MIT License
•0•1•0•0•Updated Dec 17, 2025Dec 17, 2025
pytextrank
Public
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
python nlp machine-learning natural-language-processing graph-algorithms natural-language textrank spacy summarization spacy-extension
Python
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MIT License
•334•2.2k•10•11•Updated Nov 30, 2025Nov 30, 2025
cdl-2025-masterclass
Public
Connected Data London 2025 Masterclass: Combining Data from Structured and Unstructured Sources to create High-Quality Knowledge Graphs
entity-resolution thesaurus open-data knowledge-graph graph-visualization ner entity-linking anti-fraud synthetic-data unstructured-data
Jupyter Notebook
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Other
•1•13•0•0•Updated Nov 20, 2025Nov 20, 2025
csvwlib
Public
Python implementation of W3C CSV on the Web recommendation
csv rdf rdflib knowlege-graph
Python
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MIT License
•4•5•0•6•Updated Sep 16, 2025Sep 16, 2025
senzing_starter_kit
Public
Python
•1•0•0•0•Updated May 1, 2025May 1, 2025
shpxbsszhfx
Public
succinct
doxing kleptocracy
MIT License
•0•0•0•0•Updated Feb 6, 2025Feb 6, 2025
cc_cluster
Public
cluster analysis for cc models
HTML
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MIT License
•0•1•0•0•Updated Jan 25, 2025Jan 25, 2025
cdl2024_masterclass
Public
Connected Data London 2024, ERKG masterclass: how to generate knowledge graphs from structured and unstructured data based on entity resolution (ER) to enhance data quality for the downstream AI applications
entity-resolution knowledge-graph named-entity-recognition entity-linking relation-extraction unstructured-data textgraphs entity-resolved-knowlege-graph graphrag
1•10•0•0•Updated Dec 13, 2024Dec 13, 2024
kuzu-rdflib
Public
An integration of KùzuDB and RDFlib.
Python
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MIT License
•2•16•0•0•Updated Nov 15, 2024Nov 15, 2024
sz-starter
Public
Senzing starter kit prototype
Python
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MIT License
•0•0•0•0•Updated Oct 4, 2024Oct 4, 2024
ERKG
Public
Demonstrate integration of Senzing and Neo4j to construct an Entity Resolved Knowledge Graph
neo4j open-data knowledge-graph graph-database data-integration compliance graph-visualization cypher graph-analytics record-linking
MIT License
•6•37•0•0•Updated Aug 14, 2024Aug 14, 2024
mkrefs
Public
MkDocs plugin to generate semantic reference Markdown pages from a knowledge graph
bibliography taxonomy rdf glossary apidocs mkdocs knowledge-graph mkdocs-plugin jinja2-template mkdocs-plugins
Python
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MIT License
•0•40•0•1•Updated Jul 10, 2024Jul 10, 2024
textgraphs
Public archive
TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph
graph-algorithms textrank rdflib wordcloud knowledge-graph named-entity-recognition graph-visualization entity-linking relation-extraction opencypher
Python
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MIT License
•1•25•0•0•Updated Feb 24, 2024Feb 24, 2024
ray_tutorial
Public archive
An introductory tutorial about leveraging Ray core features for distributed patterns.
python distributed-systems scikit-learn sharding profiling ray futures pattern-language task-parallelism actor-pattern
Jupyter Notebook
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MIT License
•25•79•1•11•Updated Aug 30, 2023Aug 30, 2023
flask_example
Public
An example of how to use Flask + Swagger to create a simple service.
Python
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MIT License
•1•1•0•0•Updated Aug 8, 2023Aug 8, 2023
arxiv-trends
Public
Analyze trends in articles published on arXiv
visualization nlp knowledge-graph trends arxiv entity-extraction textgraphs
Jupyter Notebook
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MIT License
•4•18•2•2•Updated Apr 13, 2023Apr 13, 2023
spaCy
Public
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
Python
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MIT License
•4.6k•0•0•2•Updated Jan 11, 2023Jan 11, 2023
disparity_filter
Public
Implements a disparity filter in Python, based on graphs in NetworkX, to extract the multiscale backbone of a complex weighted network (Serrano, et al., 2009)
machine-learning graphs networkx graph-networks
Python
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MIT License
•8•36•3•1•Updated Nov 4, 2022Nov 4, 2022
pynock
Public
A proposed standard `NOCK` for a Parquet format that supports efficient distributed serialization of multiple kinds of graph technologies
csv rdf knowledge-graph parquet cypher open-standard graph-serialization graph-data-science
Python
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MIT License
•4•20•1•0•Updated Oct 24, 2022Oct 24, 2022
ray_base
Public archive
Docker build for a base image for running Ray on K8s on Azure
docker kubernetes azure wheel ray
Jupyter Notebook
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MIT License
•1•5•0•0•Updated Jun 25, 2022Jun 25, 2022
ibm_dsc_articles
Public
Notebooks and other code+data supporting articles for the IBM Data Science Community
Jupyter Notebook
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MIT License
•16•22•0•0•Updated Apr 14, 2022Apr 14, 2022
semantic-python-overview
Public
(subjective) overview of projects which are related both to python and semantic technologies (RDF, OWL, Reasoning, ...)
Creative Commons Zero v1.0 Universal
•37•0•0•0•Updated Jan 30, 2022Jan 30, 2022
rllib_tutorials
Public archive
RLlib tutorials
reinforcement-learning gym rllib rllib-tutorials
Jupyter Notebook
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MIT License
•8•66•0•0•Updated Jan 2, 2022Jan 2, 2022
gym_example
Public archive
An example implementation of an OpenAI Gym environment used for a Ray RLlib tutorial
machine-learning reinforcement-learning ray gym-environment rllib
Python
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MIT License
•19•35•1•0•Updated Jan 2, 2022Jan 2, 2022