derwen.ai
We provide enterprise customers with full-stack engineering for AI applications at enterprise scale, emphasizing open source integration.
Sebastopol, CA
Pinned Repositories
a41124835ed0
Course materials for "Get Started with NLP in Python"
arxiv-trends
Analyze trends in articles published on arXiv
disparity_filter
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)
exsto
Analyze the structure and dynamics of an open source project's developer community, using graph algorithms, etc.
kglab
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.
mkrefs
MkDocs plugin to generate semantic reference Markdown pages from a knowledge graph
pytextrank
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
ray_tutorial
An introductory tutorial about leveraging Ray core features for distributed patterns.
rllib_tutorials
RLlib tutorials
strwythura
Construct knowledge graphs from unstructured data sources, use graph algorithms for enhanced GraphRAG with a DSPy-based chat bot locally, and curate semantics for optimizing AI app outcomes within a specific domain.
derwen.ai's Repositories
DerwenAI/pytextrank
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
DerwenAI/kglab
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.
DerwenAI/strwythura
Construct knowledge graphs from unstructured data sources, use graph algorithms for enhanced GraphRAG with a DSPy-based chat bot locally, and curate semantics for optimizing AI app outcomes within a specific domain.
DerwenAI/ray_tutorial
An introductory tutorial about leveraging Ray core features for distributed patterns.
DerwenAI/rllib_tutorials
RLlib tutorials
DerwenAI/mkrefs
MkDocs plugin to generate semantic reference Markdown pages from a knowledge graph
DerwenAI/gym_example
An example implementation of an OpenAI Gym environment used for a Ray RLlib tutorial
DerwenAI/disparity_filter
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)
DerwenAI/ERKG
Demonstrate integration of Senzing and Neo4j to construct an Entity Resolved Knowledge Graph
DerwenAI/textgraphs
TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph
DerwenAI/ibm_dsc_articles
Notebooks and other code+data supporting articles for the IBM Data Science Community
DerwenAI/pynock
A proposed standard `NOCK` for a Parquet format that supports efficient distributed serialization of multiple kinds of graph technologies
DerwenAI/arxiv-trends
Analyze trends in articles published on arXiv
DerwenAI/kuzu-rdflib
An integration of KùzuDB and RDFlib.
DerwenAI/cdl2024_masterclass
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
DerwenAI/kleptosyn
Synthetic data generation for investigative graphs based on patterns of bad-actor tradecraft.
DerwenAI/ray_base
Docker build for a base image for running Ray on K8s on Azure
DerwenAI/bwyd
A domain specific language for authoring and navigating collections of recipes.
DerwenAI/senzing-databricks
Senzing integration in Databricks Spark workflows
DerwenAI/cc_cluster
cluster analysis for cc models
DerwenAI/flask_example
An example of how to use Flask + Swagger to create a simple service.
DerwenAI/goedwig
A generic query engine for graph data, based on abstract syntax trees as input.
DerwenAI/rayCy_example
Demo / test harness for a code conflict in Ray actors with Cython-based classes
DerwenAI/dylifo
prototype DSPy summary of Sz entities
DerwenAI/nyddu
spider-ish
DerwenAI/semantic-python-overview
(subjective) overview of projects which are related both to python and semantic technologies (RDF, OWL, Reasoning, ...)
DerwenAI/senzing_starter_kit
DerwenAI/shpxbsszhfx
succinct
DerwenAI/spaCy
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
DerwenAI/sz-starter
Senzing starter kit prototype