Nonlinear dynamics & information flow¶

Recurrence, nonlinear divergence, surrogate testing, and directed-information diagnostics.

This page contains 22 deterministic public plotting contracts.

plot_conditional_transfer_entropy_circular_shift_test¶

API: plot_conditional_transfer_entropy_circular_shift_test()
Scientific quantity: Conditional-TE source-shift null
Equation: mathematical contract
Worked example: example

plot_embedding_delay_diagnostics¶

API: plot_embedding_delay_diagnostics()
Scientific quantity: Embedding-delay diagnostics
Equation: mathematical contract
Worked example: example

plot_embedding_dimension_diagnostics¶

API: plot_embedding_dimension_diagnostics()
Scientific quantity: False-nearest-neighbor diagnostics
Equation: mathematical contract
Worked example: example

plot_joint_recurrence¶

API: plot_joint_recurrence()
Scientific quantity: Synchronized joint recurrence
Equation: mathematical contract
Worked example: example

plot_kantz_sensitivity¶

API: plot_kantz_sensitivity()
Scientific quantity: Kantz specification sensitivity
Equation: mathematical contract
Worked example: example

plot_local_divergence¶

API: plot_local_divergence()
Scientific quantity: Local divergence / Lyapunov fit
Equation: mathematical contract
Worked example: example

plot_lyapunov_sensitivity¶

API: plot_lyapunov_sensitivity()
Scientific quantity: Rosenstein specification sensitivity
Equation: mathematical contract
Worked example: example

plot_multivariate_iaaft_diagnostics¶

API: plot_multivariate_iaaft_diagnostics()
Scientific quantity: Multivariate IAAFT preservation diagnostics
Equation: mathematical contract
Worked example: example

plot_multivariate_surrogate_nonlinearity¶

API: plot_multivariate_surrogate_nonlinearity()
Scientific quantity: Multivariate surrogate nonlinearity test
Equation: mathematical contract
Worked example: example

plot_poincare_return_map¶

API: plot_poincare_return_map()
Scientific quantity: Empirical Poincare return map
Equation: mathematical contract
Worked example: example

plot_recurrence¶

API: plot_recurrence()
Scientific quantity: Sparse recurrence matrix
Equation: mathematical contract
Worked example: example

plot_recurrence_network_degree¶

API: plot_recurrence_network_degree()
Scientific quantity: Recurrence-network degree profile
Equation: mathematical contract
Worked example: example

plot_recurrence_rate_curve¶

API: plot_recurrence_rate_curve()
Scientific quantity: Recurrence-rate versus radius profile
Equation: mathematical contract
Worked example: example

plot_rqa_metric_mean_bootstrap¶

API: plot_rqa_metric_mean_bootstrap()
Scientific quantity: Population mean RQA bootstrap
Equation: mathematical contract
Worked example: example

plot_rqa_sensitivity¶

API: plot_rqa_sensitivity()
Scientific quantity: RQA parameter sensitivity
Equation: mathematical contract
Worked example: example

plot_surrogate_nonlinearity¶

API: plot_surrogate_nonlinearity()
Scientific quantity: IAAFT surrogate nonlinearity test
Equation: mathematical contract
Worked example: example

plot_trajectory_distance_rank_correlations¶

API: plot_trajectory_distance_rank_correlations()
Scientific quantity: Distance-specification rank agreement
Equation: mathematical contract
Worked example: example

plot_transfer_entropy_circular_shift_test¶

API: plot_transfer_entropy_circular_shift_test()
Scientific quantity: Transfer-entropy source-shift null
Equation: mathematical contract
Worked example: example

plot_transfer_entropy_sensitivity¶

API: plot_transfer_entropy_sensitivity()
Scientific quantity: Transfer-entropy specification sensitivity
Equation: mathematical contract
Worked example: example

plot_windowed_rqa¶

API: plot_windowed_rqa()
Scientific quantity: Windowed recurrence quantification
Equation: mathematical contract
Worked example: example

plot_windowed_rqa_sensitivity¶

API: plot_windowed_rqa_sensitivity()
Scientific quantity: Window-length/step RQA sensitivity
Equation: mathematical contract
Worked example: example

plot_windowed_rqa_trajectories¶

API: plot_windowed_rqa_trajectories()
Scientific quantity: RQA-derived functional trajectories
Equation: mathematical contract
Worked example: example