bind: Bind two or more tidytensors to create a new one with a new...
In oneilsh/tidytensor: TidyTensor

Description Usage Arguments Details Value See Also Examples

Given multiple tidytensors, or a list of tidytensors, binds them together to create a tidytensor of higher rank. For example, bind(x, y, z) where x, y, and z have shape [2, 3, 5] returns a new tidytensor of shape [3, 2, 3, 5].

1	bind(..., new_rank_name = NULL)

`...`	one or more tidytensors, or a single list of them, to bind
`new_rank_name`	a name (length-1 character vector) for the newly created rank.

All input tidytensors must have the same shape. It's also possible to set a new rankname for the newly created dimension; if ranknames were prevously unset lower ranknames are set to NA. If the input ranknames conflict, only those of the first input tidytensor will be used, and a warning will be generated.

a new tidytensor.

ranknames

# Three tidytensors of the same shape
t1 <- as.tidytensor(array(1:(3 * 4 * 5), dim = c(3, 4, 5)))
t2 <- as.tidytensor(array(10 * 1:(3 * 4 * 5), dim = c(3, 4, 5)))
t3 <- as.tidytensor(array(100 * 1:(3 * 4 * 5), dim = c(3, 4, 5)))
ranknames(t1) <- c("sample", "row", "col")
ranknames(t2) <- c("sample", "row", "col")
ranknames(t3) <- c("sample", "row", "col")
t4 <- bind(t1, t2, t3, new_rank_name = "batch")
print(t4)