How to remove duplicates from a matrix without using unique?
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I have to be able to remove all duplicates from each column of a matrix A = [1,2,3;1,3,3;4,2,1], while also not using unique and not changing the order.
I got the code to work for a single column, I'm just not sure how to do it for a matrix.
z = length(A);
Ab = zeros(size(A));
for i = 1:(z-1)
Ab(i) = sum(A(i) == A(i+1:end));
end
AA = A(Ab == 0);
end
5 Comments
Jos (10584)
on 14 Apr 2016
some columns may have more unique elements than other columns. If you delete elements from columns than how will you store the results. In a cell array, perhaps?
Adam
on 14 Apr 2016
What kind of output are you expecting? Obviously if you remove an arbitrary number of elements from each column you will no longer have a 2d numeric matrix because you can't have empty values in a matrix.
Also, I wouldn't recommend using length on a 2d matrix. If you want number of columns explicitly then use
size( A, 2 );
or
size( A, 1 );
to give you the number of rows.
jeff417
on 14 Apr 2016
Jos (10584)
on 14 Apr 2016
and why can't you use unique ...
Answers (3)
Kuifeng
on 14 Apr 2016
% use the function ismember for each column, and it would help
doc ismember
3 Comments
jeff417
on 14 Apr 2016
Kuifeng
on 14 Apr 2016
then the following is ok based on your available column code,
[rows cols] = size(A);
Ab = zeros(rows, cols);
for j = 1: cols
for i = 1:rows-1
Ab(i, j) = sum(A(i,j) == A(i+1:end, j));
end
end
A(Ab == 1) =nan;
Jan
on 14 Apr 2016
Kuifeng's suggestion contains the builtin functions: size, subsref, subsasgn, zeros, for, colon, eq, end, nan.
Andrei Bobrov
on 14 Apr 2016
Edited: Andrei Bobrov
on 14 Apr 2016
A = [1,2,3;1,3,3;4,2,1];
[a,ii] = sort(A);
a([false(1,size(a,2));diff(a)==0]) = nan;
[~,i1] = sort(ii);
out = a(sub2ind(size(A),i1,ones(size(A,1),1)*(1:size(A,2))));
Jos (10584)
on 14 Apr 2016
I do not see any reason why you can't use unique
A = randi(5,5,10) % some data
C = arrayfun(@(k) unique(A(:,k),'stable'),1:size(A,2),'un',0)
C{k} now holds the unique values of column k of A in preserved order ...
4 Comments
Guillaume
on 14 Apr 2016
Most likely this is an assignment, and the student is not allowed to use 'built_in functions'.
But then the whole purpose of the assignment would to see whether the student can develop his own unique algorithm, not to see if they can ask questions on matlab answer.
Jos (10584)
on 14 Apr 2016
I think such assignments are made by lazy lecturers. As a carpenter, you need to learn how to use a hammer, not how to build one. As a hammer-builder you have to learn how to build a hammer from wood and metal, not how to chop wood in a forest. etc.
These questions do always seem odd to me too. Not using builtin functions makes using Matlab itself kind of pointless. If you come to use Matlab in a real work environment your employers would expect you to make use of every helpful function available to you.
It also begs the question of what counts as a builtin function.
length, zero and sum in the author's original answer are all builtin, as are numerous hidden function such as subsref that get called when you do almost anything with arrays!
But I agree with Guillaume that the only purpose (though even then a questionable one) of being asked to not use builtin functions is to work out your own method!
Eduardo Negredo Martin
on 15 Oct 2021
When I use the function 'unique', it changes the order to smallest to largest, which messes up the matrix fpr me.
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