posydon.active_learning.psy_cris.synthetic_data.synth_data_2D.cls_curve(x, y)[source]
posydon.active_learning.psy_cris.synthetic_data.synth_data_2D.get_output_2D(x, y)[source]

For a set of query points (x,y) in the range (-3,3) return a DataFrame with the inputs and outputs for classificaiton and regression.

posydon.active_learning.psy_cris.synthetic_data.synth_data_2D.get_raw_output_2D(x, y)[source]

Get the raw output for classification and regression functions for the 2D synthetic data set. Original class data to strings given by the following relation {-1:”A”, 0:”B”, 1:”C”, 2:”D”}.

posydon.active_learning.psy_cris.synthetic_data.synth_data_2D.regr_func(x, y)[source]