MPRS method
Versión 1.0.0 (3,01 KB) por
Milan Zukovic
Modified planar rotator interpolation method (MPRS) for D-dimensional data (D = 1, 2 or 3) in time or space.
MPRS is physically inspired machine learning method for spatial/temporal regression. MPRS is a non-parametric model which incorporates spatial or temporal correlations via short-range, distance-dependent "interactions" without assuming a specific form for the underlying probability distribution. Predictions are obtained by means of a fully autonomous learning algorithm which employs equilibrium conditional Monte Carlo simulations. MPRS is able to handle scattered data and arbitrary spatial dimensions.
Citar como
Milan Zukovic (2024). MPRS method (https://www.mathworks.com/matlabcentral/fileexchange/135757-mprs-method), MATLAB Central File Exchange. Recuperado .
Compatibilidad con la versión de MATLAB
Se creó con
R2018a
Compatible con cualquier versión
Compatibilidad con las plataformas
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Agradecimientos
Inspirado por: Modified planar rotator (MPR) method, Movingslope
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Versión | Publicado | Notas de la versión | |
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1.0.0 |