Index

A

abs_max_eigval_plot() (in module antiCPy.early_warnings.dominant_eigenvalue.graphics) animation() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation method) antiCPy.early_warnings.dominant_eigenvalue.__init__ module antiCPy.early_warnings.dominant_eigenvalue.analysis module antiCPy.early_warnings.dominant_eigenvalue.graphics module antiCPy.early_warnings.dominant_eigenvalue.param_opt module antiCPy.early_warnings.drift_slope.binning_langevin_estimation module antiCPy.early_warnings.drift_slope.langevin_estimation module antiCPy.early_warnings.drift_slope.non_markov_estimation module

antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation module antiCPy.early_warnings.drift_slope.summary_statistics_helper module antiCPy.trend_extrapolation.batched_configs_helper.create_configs_helper module antiCPy.trend_extrapolation.batched_cp_segment_fit module antiCPy.trend_extrapolation.cp_segment_fit module AR_EV_calc() (in module antiCPy.early_warnings.dominant_eigenvalue.analysis) auto_window() (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method) autocorr_func_1d() (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method) autocorr_ml() (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method) autocorr_new() (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method) avg_distance_from_diagonal() (in module antiCPy.early_warnings.dominant_eigenvalue.param_opt)

B

batched_compute_CP_pdfs() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit static method) batched_configs() (in module antiCPy.trend_extrapolation.batched_configs_helper.create_configs_helper) BatchedCPSegmentFit (class in antiCPy.trend_extrapolation.batched_cp_segment_fit) bin_centers (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation property)

bin_increment_mean (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation property) bin_increment_mean_squared (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation property) bin_neg_log_likelihood() (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation method) BinningLangevinEstimation (class in antiCPy.early_warnings.drift_slope.binning_langevin_estimation)

C

calc_bin_neg_log_likelihood() (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation static method) calc_D1() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation static method) calc_D2() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation static method) calc_drift_slope_and_noise() (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation method) calc_driftslope_noise() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method) calculate_f0() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) calculate_marginal_cp_pdf() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) calculate_marginal_likelihood() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) calculate_prob_cp() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method)

calculate_residue() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) compute_CP_pdfs() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) compute_expected_values_CP_positions() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) compute_posterior_samples() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation method) construct_start_combinations_helper() (in module antiCPy.trend_extrapolation.batched_configs_helper.create_configs_helper) cp_scan() (antiCPy.trend_extrapolation.batched_cp_segment_fit.BatchedCPSegmentFit method) (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) CPSegmentFit (class in antiCPy.trend_extrapolation.cp_segment_fit)

D

D1() (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation method) (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method) D2() (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation method) (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method)

declare_MAP_starting_guesses() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation method) detrend() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation static method) detrend_fct() (in module antiCPy.early_warnings.dominant_eigenvalue.analysis)

E

embedding_attractor_reconstruction() (in module antiCPy.early_warnings.dominant_eigenvalue.param_opt) execute_batch() (antiCPy.trend_extrapolation.batched_cp_segment_fit.BatchedCPSegmentFit static method)

execute_MAP_window() (antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation.RocketFastResilienceEstimation static method) execute_window() (antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation.RocketFastResilienceEstimation static method) extrapolate_batch_combinations() (in module antiCPy.trend_extrapolation.batched_configs_helper.create_configs_helper)

F

false_NN() (in module antiCPy.early_warnings.dominant_eigenvalue.param_opt) fast_MAP_resilience_scan() (antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation.RocketFastResilienceEstimation method)

fast_resilience_scan() (antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation.RocketFastResilienceEstimation method) fit() (antiCPy.trend_extrapolation.batched_cp_segment_fit.BatchedCPSegmentFit method) (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method)

I

init() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation static method) init_batch_execute() (antiCPy.trend_extrapolation.batched_cp_segment_fit.BatchedCPSegmentFit static method) init_parallel_EnsembleSampler() (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method) init_parallel_Langevin() (antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation.RocketFastResilienceEstimation static method)

init_parallel_MAP_Langevin() (antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation.RocketFastResilienceEstimation static method) initialize_A_matrices() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) initialize_MC_cp_configurations() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) interaction_coeff_calc() (in module antiCPy.early_warnings.dominant_eigenvalue.analysis)

J

jacobian() (in module antiCPy.early_warnings.dominant_eigenvalue.analysis)

L

LangevinEstimation (class in antiCPy.early_warnings.drift_slope.langevin_estimation) log_likelihood() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation static method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method) log_posterior() (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation method) (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation static method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method)

log_prior() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation static method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method)

M

max_eigenvalue_calc() (in module antiCPy.early_warnings.dominant_eigenvalue.analysis) max_eigval_gauss_plot() (in module antiCPy.early_warnings.dominant_eigenvalue.graphics) module antiCPy.early_warnings.dominant_eigenvalue.__init__ antiCPy.early_warnings.dominant_eigenvalue.analysis antiCPy.early_warnings.dominant_eigenvalue.graphics antiCPy.early_warnings.dominant_eigenvalue.param_opt antiCPy.early_warnings.drift_slope.binning_langevin_estimation antiCPy.early_warnings.drift_slope.langevin_estimation antiCPy.early_warnings.drift_slope.non_markov_estimation antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation antiCPy.early_warnings.drift_slope.summary_statistics_helper antiCPy.trend_extrapolation.batched_configs_helper.create_configs_helper antiCPy.trend_extrapolation.batched_cp_segment_fit antiCPy.trend_extrapolation.cp_segment_fit

N

neg_log_posterior() (antiCPy.early_warnings.drift_slope.binning_langevin_estimation.BinningLangevinEstimation method) (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation static method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method)

next_pow_two() (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation static method) NonMarkovEstimation (class in antiCPy.early_warnings.drift_slope.non_markov_estimation)

P

perform_MAP_resilience_scan() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation method) perform_resilience_scan() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method) (antiCPy.early_warnings.drift_slope.non_markov_estimation.NonMarkovEstimation method)

plot_avg_DD() (in module antiCPy.early_warnings.dominant_eigenvalue.graphics) plot_fnn() (in module antiCPy.early_warnings.dominant_eigenvalue.graphics) predict_D_at_z() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method) prep_plot_imaginary_plane() (in module antiCPy.early_warnings.dominant_eigenvalue.graphics)

Q

Q_matrix_and_inverse_Q() (antiCPy.trend_extrapolation.cp_segment_fit.CPSegmentFit method)

R

RocketFastResilienceEstimation (class in antiCPy.early_warnings.drift_slope.rocket_fast_resilience_estimation)

S

summary_statistics_helper() (in module antiCPy.early_warnings.drift_slope.summary_statistics_helper)

T

third_order_polynom_slope_in_fixed_point() (antiCPy.early_warnings.drift_slope.langevin_estimation.LangevinEstimation method)

V

various_R_threshold_fnn() (in module antiCPy.early_warnings.dominant_eigenvalue.param_opt)