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 2 years ago

dimensionality-reductionframeworkhigh-dimensional-datamanifold-learningquality-controlvisualization

6.73 score 73 stars 156 scripts 1.6k downloads

coRanking - Co-Ranking Matrix

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

Last updated 2 months ago

dimensionality-reductionmanifold-learningqualitystatisticsunsupervised-learning

5.50 score 8 stars 1 packages 20 scripts 1.3k downloads

DRR - Dimensionality Reduction via Regression

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

Last updated 2 years ago

dimensionality-reductionkernel-methodsnon-linearregression-models

5.40 score 9 stars 1 packages 8 scripts 1.8k downloads