torch_poisson: Poisson

In torch: Tensors and Neural Networks with 'GPU' Acceleration

Poisson

Description

Poisson

Usage

torch_poisson(self, generator = NULL)

Arguments

self	(Tensor) the input tensor containing the rates of the Poisson distribution
generator	(torch.Generator, optional) a pseudorandom number generator for sampling

poisson(input *, generator=NULL) -> Tensor

Returns a tensor of the same size as input with each element sampled from a Poisson distribution with rate parameter given by the corresponding element in input i.e.,

\mbox{out}_i \sim \mbox{Poisson}(\mbox{input}_i)

Examples

if (torch_is_installed()) {

rates = torch_rand(c(4, 4)) * 5  # rate parameter between 0 and 5
torch_poisson(rates)
}

torch documentation built on June 7, 2023, 6:19 p.m.