Proto-ML: An IDE for ML Solution Prototyping
Abstract
Prototyping plays a critical role in the development of machine learning (ML) solutions, yet existing tools often provide limited support for effective collaboration and knowledge reuse among stakeholders. This paper introduces Proto-ML, an IDE designed to strengthen ML prototyping workflows. By addressing key deficiencies such as insufficient stakeholder involvement, limited cross-project knowledge reuse, and fragmented tool support, Proto-ML offers a unified framework that enables structured documentation of prototyping activities and promotes knowledge sharing across projects.
Authors 3
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Affiliation as printed
Research Group Software Construction, RWTH Aachen University, Aachen, Germany
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Miguel Villaplana Pérez Aachen
Affiliation as printed
RWTH Aachen University, Aachen, Germany
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Affiliation as printed
Research Group Software Construction, RWTH Aachen University, Aachen, Germany
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