Nanquantile
Nanquantile
torch_nanquantile(self, q, dim = NULL, keepdim = FALSE)
self |
(Tensor) the input tensor. |
q |
(float or Tensor) a scalar or 1D tensor of quantile values in the range |
dim |
(int) the dimension to reduce. |
keepdim |
(bool) whether the output tensor has |
This is a variant of torch_quantile() that "ignores" NaN values,
computing the quantiles q as if NaN values in input did
not exist. If all values in a reduced row are NaN then the quantiles for
that reduction will be NaN. See the documentation for torch_quantile().
if (torch_is_installed()) {
t <- torch_tensor(c(NaN, 1, 2))
t$quantile(0.5)
t$nanquantile(0.5)
t <- torch_tensor(rbind(c(NaN, NaN), c(1, 2)))
t
t$nanquantile(0.5, dim=1)
t$nanquantile(0.5, dim=2)
torch_nanquantile(t, 0.5, dim = 1)
torch_nanquantile(t, 0.5, dim = 2)
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