dimensionality-reduction-algorithm

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majdjamal / manifold_learning

Showcasing Manifold Learning with ISOMAP, and compare the model to other transformations, such as PCA and MDS.

machine-learning machine-learning-algorithms pca dimensionality-reduction preprocessing mds manifold principal-component-analysis manifold-learning isomap multidimensional-scaling non-linear-dimensionality-reduction dimensionality-reduction-algorithm

Updated Mar 22, 2021
Python

WillKirkmanM / pca

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Principal Component Analysis (PCA) Dimensionality Reduction Algorithm Given K Dimensions Matrically with Co-Variance, Jacobi for EigenValues & EigenVectors

principal-component-analysis dimensionality-reduction-algorithm parsonlabs

Updated Sep 10, 2025
Go

sajjadkarimi91 / SLDR-supervised-linear-dimensionality-reduction-toolbox

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A MATLAB toolbox for supervised linear dimension reduction (SLDR) including LDA, HLDA, PLSDA, MMDA, HMMDA and SDA

matlab dimensionality-reduction lda matlab-toolbox dimension-reduction linear-discriminant-analysis discriminant-analysis partial-least-squares plsda dimensionality-reduction-algorithm linear-dimension-reduction max-min-distance-analysis heteroscedastic-lda heteroscedastic-mmda heteroscedastic-max-min-distance stochastic-discriminant-analysis

Updated Jun 15, 2023
MATLAB

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