sktime.transformations.panel.hog1d¶
-
class
sktime.transformations.panel.hog1d.
HOG1DTransformer
(num_intervals=2, num_bins=8, scaling_factor=0.1)[source]¶ Bases:
sktime.transformations.base._PanelToPanelTransformer
This class is to calculate the HOG1D transform of a dataframe of time series data. Works by splitting the time series num_intervals times, and calculate a histogram of gradients within each interval.
- Parameters