Hypogenic Overview Hypogenic provides automated hypothesis generation and testing using large language models to accelerate scientific discovery. The framework supports three approaches: HypoGeniC (data-driven hypothesis generation), HypoRefine (synergistic literature and data integration), and Union methods (mechanistic combination of literature and data-driven hypotheses). Quick Start Get started with Hypogenic in minutes:

Install the package

uv pip install hypogenic

Clone example datasets

git clone https://github.com/ChicagoHAI/HypoGeniC-datasets.git ./data

Run basic hypothesis generation

hypogenic_generation --config ./data/your_task/config.yaml --method hypogenic --num_hypotheses 20 Show more