UPIBI-AI

Our objective is to make artificial intelligence (AI) accessible to the UPIBI research community and partners, enabling streamlined data analysis for classification and regression tasks using automated machine learning (AutoML). At the core of the UPIBI-AI system is a machine learning results database and an intelligent engine that evolves through previous analyses to recommend or autonomously initiate new workflows on user datasets. UPIBI-AI is open-source, intuitive, and freely available.

The open-source version of UPIBI-AI can be accessed via a public code repository. Additional information is available in a technical overview and project page. A summary announcement is also available.

UPIBI-AI Costs

UPIBI-AI is free to use for all UPIBI-affiliated researchers. Optional consultation or technical assistance through UPIBI core services may incur fees. The system relies on cloud computing resources to perform machine learning tasks, and users are responsible for their own usage costs via a linked Amazon or Microsoft cloud account.

Contact

Dr. Julian K. Sanders
Director
Universal Platform for Integrative Biomedical Innovation
1202 Levitt Hall, 38 Orchard Street, Philadelphia, PA 19104-6221
Email: [email protected]