ceteri

mamba-tabular

Mambular is a Python package that brings the power of Mamba architectures to tabular data, offering a suite of deep learning models for regression, classification, and distributional regression tasks. This includes models like Mambular, FT-Transformer, TabTransformer and tabular ResNets.

fraud-dataset-benchmark

Repository for Fraud Dataset Benchmark

healthinsurance-llm

LLM for Generating Health Insurance Appeals

fighthealthinsurance

offshore-graph

Loading OpenSanctions into Neo4J and Linkurious

mediKanren

Proof-of-concept for reasoning over the SemMedDB knowledge base, using miniKanren + heuristics + indexing.

DepsRAG

Interactive LLM Chatbot that constructs represents software dependencies as a knowledge graph and answers user's questions leveraging RAG approach

memgraph

Open-source graph database, tuned for dynamic analytics environments. Easy to adopt, scale and own.

rank_bm25

A Collection of BM25 Algorithms in Python

erkg-tutorials

Tutorials for Entity Resolved Knowledge Graphs

opensanctions

An open database of international sanctions data, persons of interest and politically exposed persons

yente

API for OpenSanctions with support for entity search and bulk matching of data collections. Supports Reconciliation API spec.

llm-vs-gibberish-ontologies

Code of paper: Do LLMs Really Adapt to Domains? An Ontology Learning Perspective (ISWC 2024)

gensim

Topic Modelling for Humans

relik

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

graspologic

Python package for graph statistics

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

gliner-spacy

A spaCy wrapper for GliNER

icij-offshoreleaks

ICIJ Offshoreleaks Database, Neo4j powering https://offshoreleaks.icij.org/

connector-neo4j

Transform Senzing data into Neo4j graph database.

jupyterlab-execute-time

A JupyterLab extension for displaying cell timings

sz_search_flask

Example scalable search REST function with Senzing and Flask

erkg_demo

resolver

Ephemeral Senzing entity-resolution.

AdalFlow

AdalFlow: The “PyTorch” library to auto-optimize any LLM tasks.

grand-cypher

Implementation of the Cypher language for searching NetworkX graphs

GLiREL

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

clinical-agent

This project is designed for a simple LLM agent with tools on a clinical knowledge graph in Neo4j.

textgrad

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

openssa

OpenSSA: Small Specialist Agents—Enabling Efficient, Domain-Specific Planning + Reasoning for AI