Change my mind and return sample frequency to normal
Refactor detrend code to use dedicated linear regression method
Add plot_pipeline which plots the data using LDA to give a 2D plot
Add acid samples back into data
Fix DecimateTransform to return data unchanged when using factor 1.0
Add DecimateWindowTransform that creates a pyramid of windows at different scales