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dimRed - A Framework for Dimensionality Reduction

A collection of dimensionality reduction techniques from R packages and a common interface for calling the methods.

Last updated

dimensionality-reductionframeworkhigh-dimensional-datamanifold-learningquality-controlvisualization

7.47 score 74 stars 188 scripts 7.0k downloads

DRR - Dimensionality Reduction via Regression

An Implementation of Dimensionality Reduction via Regression using Kernel Ridge Regression.

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dimensionality-reductionkernel-methodsnon-linearregression-models

6.24 score 10 stars 1 dependents 13 scripts 8.9k downloads

coRanking - Co-Ranking Matrix

Calculates the co-ranking matrix to assess the quality of a dimensionality reduction.

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dimensionality-reductionmanifold-learningqualitystatisticsunsupervised-learningcpp

6.01 score 9 stars 1 dependents 23 scripts 3.3k downloads