- class ott.geometry.costs.CostFn#
A generic cost function, taking two vectors as input.
Cost functions evaluate a function on a pair of inputs. For convenience, that function is split into two norms – evaluated on each input separately – followed by a pairwise cost that involves both inputs, as in
c(x,y) = norm(x) + norm(y) + pairwise(x,y)
If the norm function is not implemented, that value is handled as a 0.
Compute matrix of all costs (including norms) for vectors in x / y.
Compute matrix of all pairwise-costs (no norms) for vectors in x / y.