https://github.com/gdkrmr/drr

Dimensionality Reduction via Regression using Kernel Ridge Regression in R
https://github.com/gdkrmr/drr

dimensionality-reduction kernel-methods non-linear regression-models

Last synced: 10 months ago
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Dimensionality Reduction via Regression using Kernel Ridge Regression in R

• Host: GitHub
• URL: https://github.com/gdkrmr/drr
• Owner: gdkrmr
• License: gpl-3.0
• Created: 2016-09-27T12:13:31.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2023-03-21T13:07:07.000Z (almost 3 years ago)
• Last Synced: 2025-03-18T05:23:26.737Z (10 months ago)
• Topics: dimensionality-reduction, kernel-methods, non-linear, regression-models
• Language: R
• Homepage: https://cran.r-project.org/package=DRR
• Size: 1.96 MB
• Stars: 9
• Watchers: 3
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# DRR

[![docs](https://img.shields.io/badge/docs-dev-blue.svg)](https://dimred.guido-kraemer.com)

[![R](https://github.com/gdkrmr/DRR/actions/workflows/r.yml/badge.svg)](https://github.com/gdkrmr/DRR/actions/workflows/r.yml)

[![codecov](https://codecov.io/gh/gdkrmr/DRR/branch/master/graph/badge.svg?token=aAk1rxUH2P)](https://codecov.io/gh/gdkrmr/DRR)

[![CRAN\_Status\_Badge](https://www.r-pkg.org/badges/version/DRR)](https://cran.r-project.org/package=DRR)

[![DOI](https://zenodo.org/badge/69353088.svg)](https://zenodo.org/badge/latestdoi/69353088)

Dimensionality Reduction via Regression

An implementation of Dimensionality Reduction

via Regression using Kernel Ridge Regression.

## Installing:

```R

## install.packages("devtools")

devtools::install_github("gdkrmr/DRR")

```

Install from CRAN:

```R

install.packages("DRR")

```

Load it:

```R

library(DRR)

```