brightwind.analyse.correlation.SpeedSort

class brightwind.analyse.correlation.SpeedSort(ref_spd, ref_dir, target_spd, target_dir, averaging_prd, coverage_threshold=0.9, sectors=12, direction_bin_array=None, lt_ref_speed=None, preprocess=True)
__init__(ref_spd, ref_dir, target_spd, target_dir, averaging_prd, coverage_threshold=0.9, sectors=12, direction_bin_array=None, lt_ref_speed=None, preprocess=True)

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__(ref_spd, ref_dir, target_spd, …)

Initialize self.

get_error_metrics()

get_r2()

Returns the r2 score of the model

get_result_table()

plot()

For plotting

plot_wind_vane()

Plots reference and target directions in a scatter plot

run([show_params])

show_params()

Show the dictionary of parameters

synthesize([input_spd, input_dir])