PennAI: Accessible Data Science¶
PennAI is an easy-to-use data science assistant. It allows researchers without machine learning or coding expertise to run supervised machine learning analysis through a clean web interface. It provides results visualization and reproducible scripts so that the analysis can be taken anywhere. And, it has an AI assistant that can choose the analysis to run for you.
- Analysis Quickstart
- User Guide
- Developer Guide
- AI Overview
About the Project¶
PennAI is free and open-source and available from Github. It is actively developed by the Institute for Biomedical Informatics at the University of Pennsylvania. You can find our original position paper on arxiv. A more recent preprint describing the AI methodology will be available on arxiv soon. Stay tuned!