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Populating incidence matrix

Hi! I'm reading through your code and paused at the following line

edge_sparse_matrix.iloc[k_nearest_id, k_nearest_id] = 1

I believe this line populates the incidence matrix with the results of k-nearest neighbors. However, I'm not sure why you use k_nearest_id twice. Should it be

edge_sparse_matrix.iloc[row_id, k_nearest_id] = 1 if we're looping through each row of the incidence matrix and populating its values? Thanks!

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