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Computing the neighborhood graph in single cell pipeline

Hi all,

In the single-cell analysis, there is a step called "Computing the neighborhood graph". Can anyone explain why we need to perform this step and why is it computed on a reduced dimensional space?

Also, can anyone have the code to perform the computation for this step that would like to share?

Best,

single-cell knn

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