Alternative function to scatteredInterpolant

Hello. I was wondering if anyone would know any alternative function to scatteredInterpolant (if possible that can be implemented also in Python) so that it can be equivalent to the one I show below.
function data_out = test_scatteredInterpolant (data_input)
U = rand(20,20);
V = rand(20,20);
[X,Y] = meshgrid(1:20,1:20);
% Create matrix with specific format.
aux_array = [reshape(U,[],1) reshape(V,[],1) reshape(X,[],1) reshape(Y,[],1)];
% Apply scatteredInterpolant with vector arrays.
FX = scatteredInterpolant(aux_array(:,1),aux_array(:,2), aux_array(:,3));
FY = scatteredInterpolant(aux_array(:,1),aux_array(:,2), aux_array(:,4));
% Apply FX and FY to the desired input.
data_out(:,1) = FX(data_input(:,1),data_input(:,2));
data_out(:,2) = FY(data_input(:,1),data_input(:,2));
end
Basically, the function constructs an interpolant for the matrices U,V,X and another for U,V,Y and then applies them to the points given as input, as the example below:
data_out = test_scatteredInterpolant(rand(10,2));
Note. The actual function does not work with random values but for the sake of an example I think it is more visual.

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KSSV
KSSV le 29 Juil 2021

0 votes

Have a look on griddata.

3 commentaires

Thanks for your answer. I've tried with that function but my U,V data is not uniform..
KSSV
KSSV le 29 Juil 2021
griddata works though.
You were rigth, thank you so much

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