pls
Here are 20 public repositories matching this topic...
Computation of training set (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algorithms by Engstrøm (2024).
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Aug 19, 2024 - Python
Partial Least Squares implementation in Python
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Aug 6, 2024 - Python
Fast CPU and GPU Python implementations of Improved Kernel PLS by Dayal and MacGregor (1997) and Shortcutting Cross-Validation by Engstrøm (2024).
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Aug 5, 2024 - Python
pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets
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Jul 22, 2024 - Python
Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework
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Apr 19, 2024 - Python
Python library of 2-dimensional matrix algorithms.
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Dec 18, 2023 - Python
Variable selection for NIR spectral analysis(regression and classification) based on WRC, VIP, SFS, and SPA
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Dec 10, 2023 - Python
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.
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Oct 4, 2023 - Python
Code for quantifying the uncertainty of a PLS prediction using bootstrap prediction.
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Sep 27, 2023 - Python
Python scripts to run PLS (Physical Layer Security) simulations using Cooperative Jamming techniques in V2X networks.
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Jan 11, 2023 - Python
Python library for chemometric data analysis
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Oct 16, 2022 - Python
This repository provides a GPU implementation of the Partial Least Squares (PLS) algorithm.
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Jun 18, 2020 - Python
Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)
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Oct 8, 2019 - Python
Paper: Face Verification based on Relational Disparity Features and Partial Least Squares Models (SIBGRAPI'17)
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Oct 8, 2019 - Python
Example of NIR spectrogram processing for regression using Python
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Oct 23, 2018 - Python
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