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Add align, standardscaler, and umap post-processes

Arin Wongprommoon requested to merge align_standardscaler_umap into master

Add 3 post-processes:

  • align: aligns a time series by a mask (e.g. births); takes two DataFrames as input (the signal itself and a mask), so it's in multisignal. This addresses issue #11 (closed).
  • standardscaler: wrapper for scikit-learn's standard scaler; scales a signal DataFrame.
  • umapembedding: wrapper for umap.UMAP; takes a DataFrame as an input (signal or feature vectors) and transforms it into an array of UMAP embeddings, according to some hyperparameters.

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