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
6.53 score 73 stars 154 scripts 203 downloadscoRanking - Co-Ranking Matrix
Calculates the co-ranking matrix to assess the quality of a dimensionality reduction.
Last updated 5 months ago
dimensionality-reductionmanifold-learningqualitystatisticsunsupervised-learningcpp
5.43 score 9 stars 1 dependents 20 scripts 551 downloadsDRR - 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
5.17 score 9 stars 1 dependents 8 scripts 1.1k downloads