svd

DECOMPOSITIONS

1 Description

S3 generic for svd(). Dispatches to svd.HDF5Matrix for HDF5Matrix objects, and to base::svd() for all others.

2 Usage

svd(x, nu = min(dim(x)

3 Arguments

Parameter	Description
`x`	A matrix or object.
`nu`	Number of left singular vectors to compute.
`nv`	Number of right singular vectors to compute.

4 Value

Named list with components , , .

---
title: "svd"
subtitle: "svd"
---

<span class="category-badge decompositions">DECOMPOSITIONS</span>

## Description

S3 generic for `svd()`. Dispatches to [svd.HDF5Matrix](svd.HDF5Matrix.html)
for `HDF5Matrix` objects, and to `base::svd()` for all others.

## Usage

```r
svd(x, nu = min(dim(x)
```
## Arguments

::: {.param-table}
| Parameter | Description |
|-----------|-------------|
| `x` | A matrix or \code{HDF5Matrix} object. |
| `nu` | Number of left singular vectors to compute. |
| `nv` | Number of right singular vectors to compute. |
:::

## Value

::: {.return-value}
Named list with components \code{d}, \code{u}, \code{v}.
:::