dimRed - A Framework for Dimensionality Reduction
A collection of dimensionality reduction techniques from R packages and a common interface for calling the methods.
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dimensionality-reductionframeworkhigh-dimensional-datamanifold-learningquality-controlvisualization
7.34 score 74 stars 177 scripts 5.6k downloadscoRanking - Co-Ranking Matrix
Calculates the co-ranking matrix to assess the quality of a dimensionality reduction.
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dimensionality-reductionmanifold-learningqualitystatisticsunsupervised-learningcpp
6.05 score 9 stars 1 dependents 21 scripts 3.9k downloadsDRR - Dimensionality Reduction via Regression
An Implementation of Dimensionality Reduction via Regression using Kernel Ridge Regression.
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dimensionality-reductionkernel-methodsnon-linearregression-models
5.95 score 10 stars 1 dependents 9 scripts 6.0k downloads