prevision_quantum_nn.postprocessing.plotter.phase_space_plotter_1d

phase space plotter 1D module

Module Contents

Classes

PhaseSpacePlotter1D Class PhaseSpacePlotter1D.
class prevision_quantum_nn.postprocessing.plotter.phase_space_plotter_1d.PhaseSpacePlotter1D(plotting_params)

Bases: prevision_quantum_nn.postprocessing.plotter.phase_space_plotter.PhaseSpacePlotter

Class PhaseSpacePlotter1D.

Plotter for a phase space of dimension 1

x_val

validation features to be plotted with the phase space

Type:numpy array
y_val

validation labels to be plotted with the phase space

Type:numpy array
x_plot

array of features to map the phase space

Type:numpy array
has_validation

tells if validation is set to on or not

Type:bool
set_validation_data(self, features, labels)

Sets validation data.

Parameters:
  • features (numpy array) – validation features to be plotted with the phase space
  • labels (numpy array) – validation labels to be plotted with the phase space
Raises:

ValueError if dimensions do not match 1
prepare_phase_space(self)

Prepare phase space of PhaseSpacePlotter1D.

Checks consistency of min and max creates x_plot for predicting and drawing

plot(self, model)
Plot the phase space of a model predictions
in 1D at current_iteration
Parameters:
  • model (QuantumNeuralNetwork) – model to be used to plot phase space
  • cuttent_iteration (int) – iteration at which the model is
  • force_plot (bool) – if current iteration does not match verbose_period, you can also force the plot with this option set to True