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Unit variance normalization

In the same way as for standard linear PCA, normalizing the data to unit variance can be helpful in some cases. In nonlinear PCA, data can be normalized by using the option pre_unit_variance .

[pc,net,network]=nlpca(data,3,'pre_unit_variance','yes');