Topic: "plsda"
sm00thix/ikpls
Fast CPU and GPU Python implementations of Improved Kernel PLS by Dayal and MacGregor (1997) and Shortcutting Cross-Validation by Engstrøm (2024).
Language: Python - Size: 2.29 MB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 27 - Forks: 5
sm00thix/cvmatrix
Computation of training set (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algorithms by Engstrøm (2024).
Language: Python - Size: 1.36 MB - Last synced at: 14 days ago - Pushed at: 2 months ago - Stars: 20 - Forks: 2
mlesnoff/rchemo
R package for regression and discrimination, with special focus on chemometrics and high-dimensional data (This package is only maintained. The new current package is "Jchemo", under construction in Julia language)
Language: R - Size: 3.53 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 2
mlesnoff/rnirs
R Package not developed anymore (only maintenance). Replaced by package rchemo
Language: R - Size: 17.5 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 0
guokai8/o2plsda
Omics data integration with o2plsda
Language: R - Size: 199 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 0
kiriclope/HiDN
HiDN a ML pipeline for sparse high dimensional data
Language: Python - Size: 12.1 MB - Last synced at: about 2 hours ago - Pushed at: about 3 hours ago - Stars: 1 - Forks: 0
f-aguzzi/ChemFuseKit
Chemometrics library for data fusion, model training and prediction of data from multiple sensor sources.
Language: Jupyter Notebook - Size: 22.2 MB - Last synced at: 12 days ago - Pushed at: 10 months ago - Stars: 1 - Forks: 1
sleepbysleep/variable_selection
Variable selection for NIR spectral analysis(regression and classification) based on WRC, VIP, SFS, and SPA
Language: Python - Size: 285 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
sajjadkarimi91/SLDR-supervised-linear-dimensionality-reduction-toolbox
A MATLAB toolbox for supervised linear dimension reduction (SLDR) including LDA, HLDA, PLSDA, MMDA, HMMDA and SDA
Language: MATLAB - Size: 471 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
RackS103/Omics_Analysis_Scripts
A compilation of functions and scripts I've created to streamline analysis of phosphoproteomic data in Python!
Language: Python - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
