Parse multiple Antimicrobial Resistance Analysis Reports into a common data structure

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

A python framework for microbial natural products data mining by integrating genomics and metabolomics data

A Python toolkit for biomedical data integration and harmonization

Python implementation of Combat for data harmonisation, allowing also to remove unwanted effects

This is the DataHarmonizer spreadsheet web application bundled with pathogen genomics data entry and validation templates

Self-hostable, open-source engine for reproducible data harmonization, dataset building & exploration

Code and sample data for McGregor et al., 2024

Python library for intelligent data stewardship using Large Language Model (LLM) embeddings

AD & PD cohort variable distributions

Kitsune is a next-generation data steward and harmonization tool.

ADHTEB - Alzheimers Disease Harmonization Text Embedding Benchmark

International Physical Activity Questionnaire (IPAQ) variables

Example Jupyter notebook and R scripts using Harmony in real research problems

Demo application showcasing Salesforce Data Cloud's unstructured data harmonization capabilities with Agentforce integration. Features an interactive chat interface where users can query harmonized data through natural language, with full visibility into AI-generated responses including citations, metadata, and source references.

This is the source code for the Harmony project REST API

Visualizing demographic evolution using geographically inconsistent census data