total dimensionality of the input data
a string of the form 1^3,2^4^1 specifying which groups need to be crossed. The commas delimit the groups, the carets delimit the group ids present in the monomial
maximum group id present in the data, 1-indexed
upper bound of the maximum number of features per row post expansion
Instantiate a new SparseKernelExpander layer.