Partial Least Squares Path Modeling, Structural Equation Modeling
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Updated
Dec 20, 2021 - Python
Partial Least Squares Path Modeling, Structural Equation Modeling
Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.
Fast CPU and GPU Python implementations of Improved Kernel PLS by Dayal and MacGregor (1997) and Shortcutting Cross-Validation by Engstrøm (2024).
Computation of training set XTX and XTY in a cross-validation setting using the fast algorithms by Engstrøm (2024).
This repository provides a GPU implementation of the Partial Least Squares (PLS) algorithm.
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