from lightscline.lightscline import LightsclineEdge
                            ## Load data into Lightscline
                            ls = Lightscline(data=data,fs = SAMPLING_FREQUENCY)
                            ## Reduce the amount of data by 90% of the original
                            ls.reduce_and_preprocess_data(per_reduction=90)
                            ## Train the model
                            ls.train_model(verbose=True,n_iters = 1000)
                            ## checking the results
                            ls.test_model()