2024
DOI: 10.32942/x2xg8v
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Ten Simple Rules to build a Model Life Cycle

Timothée Poisot,
Daniel Becker,
Cole Brookson
et al.

Abstract: Just like data, models have their own life cycle. By recognizing how one’s model fits within the life cycle of the data (or at least, ensuring that the model life cycle is understood), we can identify opportunities to foster new collaborations, encourage better practices in data analysis, and ultimately accelerate research. In this manuscript, we introduce the Model Life Cycle and develop a series of ten simple rules aimed at facilitating collaborations between data collectors, curators, users, and modellers, … Show more

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