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Add modify.normalization #69

Description

@jrm5100

This should contain several methods, organized into a single function for a more compact api.

Some possibilities:

  • Total Signal
  • Vector Length
  • Normalize to a specific sample (max, min, median, etc)
  • Mean Centering
  • Variance Scaling
  • Autoscaling (mean centering + variance scaling)
  • Pareto Scaling

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