Reduce RAM usage of spatial_error_propagation by optimizing subsampling of pairwise distances
#672
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It was an easy bug fix: moved the subsampling before computing pairwise distances instead of after, which requires using
cdistinstead ofpdist/squareform.Added new test with large data input, previous ones checking accuracy still passing.
Resolves #590