Module reference ================ Model fitting and Diagnostics ############################# Model fitting classes ********************* .. autoclass:: sails.modelfit.VieiraMorfLinearModel :members: .. autoclass:: sails.modelfit.OLSLinearModel :members: Model fitting helper functions ****************************** .. autofunction:: sails.modelfit.sliding_window_fit Model diagnostics ***************** .. autoclass:: sails.diags.DelayDiagnostics :members: .. autoclass:: sails.diags.ModelDiagnostics :members: .. autofunction:: sails.modelfit.get_residuals Model Decomposition ################### .. autoclass:: sails.modal.MvarModalDecomposition :members: Model metric estimatation ************************* .. autoclass:: sails.mvar_metrics.FourierMvarMetrics :members: .. autoclass:: sails.mvar_metrics.ModalMvarMetrics :members: .. autofunction:: sails.mvar_metrics.modal_transfer_function Plotting ######## .. autofunction:: sails.plotting.root_plot .. autofunction:: sails.plotting.plot_vector .. autofunction:: sails.plotting.plot_matrix Simulation ########## .. automodule:: sails.simulate :members: Support routines ################ Abstract Classes **************** .. autoclass:: sails.modelfit.AbstractLinearModel :members: .. autoclass:: sails.mvar_metrics.AbstractMVARMetrics :members: Statistical Functions ********************* .. autofunction:: sails.mvar_metrics.sdf_spectrum .. autofunction:: sails.mvar_metrics.psd_spectrum .. autofunction:: sails.mvar_metrics.ar_spectrum .. autofunction:: sails.mvar_metrics.transfer_function .. autofunction:: sails.mvar_metrics.spectral_matrix .. autofunction:: sails.mvar_metrics.coherency .. autofunction:: sails.mvar_metrics.partial_coherence .. autofunction:: sails.mvar_metrics.partial_directed_coherence .. autofunction:: sails.mvar_metrics.isolated_effective_coherence .. autofunction:: sails.mvar_metrics.directed_transfer_function .. autofunction:: sails.modal.adjust_phase .. automodule:: sails.stats :members: .. automodule:: sails.modelvalidation :members: Tutorial helper functions ************************* .. automodule:: sails.tutorial_utils :members: