RoughPy: streaming data is rarely smooth

Rough path theory is a branch of mathematics arising out of stochastic analysis. One of the main tools of rough path analysis is the signature, which captures the evolution of an unparametrised path including the order in which events occur. This turns out to be a useful tool in data science applica...

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Hlavní autoři: Morley, S, Lyons, T
Médium: Conference item
Jazyk:English
Vydáno: NumFOCUS - Insight Software Consortium (ITK) 2024