2023
DOI: 10.48550/arxiv.2301.12260
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TemporAI: Facilitating Machine Learning Innovation in Time Domain Tasks for Medicine

Abstract: TemporAI is an open source Python software library for machine learning (ML) tasks involving data with a time component, focused on medicine and healthcare use cases. It supports data in time series, static, and eventmodalities and provides an interface for prediction, causal inference, and time-to-event analysis, as well as common preprocessing utilities and model interpretability methods. The library aims to facilitate innovation in the medical ML space by offering a standardized temporal setting toolkit for… Show more

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