PyNumDiff: A Python package for numericaldifferentiation of noisy time-series data
Floris van Breugel, Yuying Liu, Bingni W. Brunton, J. Nathan Kutz
Abstract
Added wavelet-based differentiation/smoothing method Added circular domain support for rtsdiff via custom innovation function to Kalman filter
Topics & Concepts
Python (programming language)Series (stratigraphy)Computer scienceProgramming languageComputer graphics (images)GeologyPaleontologyComputational Physics and Python ApplicationsStatistical and numerical algorithmsMeteorological Phenomena and Simulations