SYSTEM AND METHOD OF CREATING ARTIFICIAL INTELLIGENCE MODEL, MACHINE LEARNING MODEL OR QUANTUM MODEL GENERATION FRAMEWORK

摘要

Systems and methods for generating at least one of an automated machine learning (ML) model, artificial intelligence (AI) model or quantum ML model for a user via a model generation framework are provided. The method includes receiving a user input including at least one of a data, one or more tasks and a metadata, from the user, the metadata including least one of: a selection of domain, a selection of sub-domain, or one or more keyword tags. One or more building blocks are determined in the selection of domain or said selection of sub-domain by performing a meta-learning, a transfer learning or a neural architecture search. An optimal model is iteratively determined based on the building blocks and a performance estimation of the building blocks, the optimal model including at least one of AI model, ML model or quantum ML model. The optimal model is rendered to the user.