timeseries.SpaceCurve.auto_bin

SpaceCurve.auto_bin(num_bins=10, underflow=0, overflow=100)[source]

Count bins on the transformed persistence diagrams of -Speed/7 (so it is expected to be between 0 and 100) -Climb/3 (so it is expected to be between 0 and 100) -Curvature*10000 (so it is expected to be between 0 and 100) -Torsion*10000 (so it is expected to be between 0 and 100) -Bank*100/(pi/4) (==grade, between 0 and 100)

Bins are added for (-inf, underflow] and (overflow,inf). If underflow and overflow are not provided, they are set to min/max.