doc: update
enh: automating pdf graphics
enh: adding param list
enh: adding adjustable rate_types
enh: assert sys args have correct dimensions
enh: rename variable for consistency and clarity
enh: rename variable for consistency and clarity
enh: rename variable and change consistency args
enh: rename variable for consistency and clarity
bug: still adding changes to multiple rate types