Abstract: Least-square (LS) design of two-dimensional (2-D) FIR filters with prescribed magnitude ripples is formulated as a positive definite quadratic programming, for which a recently proposed ...
Abstract: In this paper, based on the traditional Partial Least Squares(PLS) algorithm, a new way to select the most effective data sets for the PLS regression is proposed. The reason why we apply ...
Fast CPU, GPU, and TPU Python implementations of Improved Kernel PLS Algorithm #1 and Algorithm #2 [1]. Improved Kernel PLS is both fast [2] and numerically stable [3]. The CPU implementations use [4] ...
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