Copyright	(c) Sam Stites 2017
License	BSD3
Maintainer	sam@stites.io
Stability	experimental
Portability	non-portable
Safe Haskell	None
Language	Haskell2010

Torch.Indef.Static.Tensor.Math.Reduce.Floating

Description

Synopsis

dist :: Tensor d -> Tensor d -> HsReal -> HsAccReal
var :: Tensor d -> Word -> KeepDim -> Bool -> Tensor d'
varall :: Tensor d -> Int -> HsAccReal
std :: Tensor d -> Word -> KeepDim -> Bool -> Tensor d'
stdall :: Tensor d -> Int -> HsAccReal
renorm :: Tensor d -> HsReal -> Int -> HsReal -> Tensor d'
norm :: Tensor d -> HsReal -> Word -> Tensor d'
normall :: Tensor d -> HsReal -> HsAccReal
mean :: Tensor d -> Word -> Tensor d'
meanall :: Tensor d -> HsAccReal

Documentation

dist Source #

Arguments

:: Tensor d	tensor `x`
-> Tensor d	tensor `y`
-> HsReal	p
-> HsAccReal

Returns the p-norm of x - y.

var Source #

Arguments

:: Tensor d
-> Word	dimension to operate over
-> KeepDim
-> Bool
-> Tensor d'

Get the variance over a tensor in the specified dimension. The Bool parameter specifies whether the standard deviation should be used with n-1 or n. False normalizes by n-1, while True normalizes n.

varall :: Tensor d -> Int -> HsAccReal Source #

Returns the variance of all elements.

std Source #

Arguments

:: Tensor d
-> Word	dimension to operate over
-> KeepDim
-> Bool
-> Tensor d'

Performs the std operation over the specified dimension. The Bool parameter specifies whether the standard deviation should be used with n-1 or n. False normalizes by n-1, while True normalizes n.

stdall :: Tensor d -> Int -> HsAccReal Source #

Returns the standard deviation of all elements.

renorm :: Tensor d -> HsReal -> Int -> HsReal -> Tensor d' Source #

Static renorm

norm Source #

Arguments

:: Tensor d
-> HsReal
-> Word	dimension to operate over
-> Tensor d'

Static norm

normall Source #

Arguments

:: Tensor d	tensor of values to norm over
-> HsReal	p
-> HsAccReal

Returns the p-norm of all elements.

mean Source #

Arguments

:: Tensor d
-> Word	dimension to operate over
-> Tensor d'

Static 'Dynamic.mean

meanall :: Tensor d -> HsAccReal Source #

Returns the mean of all elements.