hypogenic - Generate and test hypotheses from tabular data
Generates and tests scientific hypotheses from empirical datasets by combining data-driven analysis with literature insights.
Tags
Updated: 2026-10-15Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Generate data-driven hypotheses
- Refine hypotheses iteratively
- Integrate literature insights
- Test competing hypotheses
- Process research paper PDFs
- Run hypothesis inference
Inputs
- Tabular datasets
- Task configuration file
- Prompt templates
- Research paper PDFs
- Hypothesis bank file
- Model credentials
Outputs
- Generated hypothesis bank
- Inference results
- Processed literature files
- Hypothesis evaluation results
Requirements
- Python package installation
- Supported large language model
- Dataset in required JSON format
- Configured task prompts
- GROBID for PDF preprocessing
- s2orc-doc2json for literature processing