# DRR

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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)
```

# Package index

## All functions

- [`DRR`](DRR-package.md) [`DRR-package`](DRR-package.md) :
  Dimensionality Reduction via Regression.
- [`constructFastKRRLearner()`](constructFastKRRLearner.md) : Fast
  implementation for Kernel Ridge Regression.
- [`drr()`](drr.md) : Dimensionality Reduction via Regression

# Articles

### All vignettes

- [Comparing DRR and PCA](comparePCA.md):