datasig-ac-uk/nlpsig

Add random projections to dimensionality reduction class

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Add random projections as one of options for dimensionality reduction (into the DimReduce class).

  • Add to "random_projection" as option to method argument
  • Add description to docstrings for class
  • Add further options for type of random projection ("gaussian", "sparse", ...)
  • Return the fitted transform into .reducer attribute

Implemented in develop branch: 5f3d75b