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  • title: Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
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            Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
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            Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models

            Jul 24, 2023

            Speakers

            NK

            Nikhil Kandpal

            Speaker · 0 followers

            BL

            Brian Lester

            Speaker · 0 followers

            MM

            Mohammed Muqeeth

            Speaker · 0 followers

            About

            Currently, most machine learning models are trained by a centralized team and are rarely updated.In contrast, open-source software development involves the iterative development of a shared artifact through distributed collaboration of many individuals using version control systems.In the interest of enabling collaborative and continual improvement of machine learning models, we introduce Git-Theta, a version control system for machine learning models.Git-Theta is an extension to Git, the most w…

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            I2
            I2

            ICML 2023

            Account · 616 followers

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