Index A | B | C | D | E | F | G | H | I | K | L | M | N | P | R | S | T | U A activation_func() (in module hetero.dynamics.li) (in module hetero_utils) activation_func_deriv() (in module hetero_utils) add_complexity_trier() (in module hetero.utils) add_homog_score() (in module hetero.utils) aggregate_scores() (in module hetero.utils) (in module hetero.viz) append_subplot() (in module hetero.viz) asave() (in module hetero.utils) autocorr() (in module hetero.utils) B benchmark() (hetero.sim.Simulation method) benchmark_files_exist() (hetero.sim.Simulation method) C canonicalize_value() (in module hetero.utils) check_vector() (in module hetero.stims.utils) classifier() (in module hetero_utils) coeff (hetero.fitting.Decoder property) collate_fn_arged() (in module ml) collate_fn_mnist() (in module ml) collect_scores() (in module hetero_utils) collect_taus() (in module hetero_utils) compute_complexity() (hetero.sim.Simulation method) (in module hetero.utils) compute_complexity_mi() (in module hetero.utils) compute_dataset_slices() (in module hetero.utils) compute_mi() (in module hetero.utils) compute_minimal_angles() (hetero.sim.Simulation method) compute_udf() (hetero.sim.Simulation method) conf_mat() (in module hetero.fitting) constant() (in module hetero.stims.elementary) convolve() (in module hetero.dataloader) correct_targets() (in module ns) count_parameters() (in module ml) create_param_dicts() (in module hetero.cli) create_topology() (in module hetero.networks) (in module hetero_utils) D Decoder (class in hetero.fitting) default() (hetero.utils.NpEncoder method) demo_cli module det_coeff() (in module hetero.fitting) doublescroll() (in module hetero.stims.processes) draw_uyl() (in module ns) Dynamic (class in hetero.dynamics.base) E estimate_poly2_max_from_stats() (in module hetero.utils) extract_base_tau() (in module hetero_utils) F fftautocorr() (in module hetero.utils) find_base_lags() (in module hetero.utils) find_top_idx() (in module hetero.utils) fit() (hetero.fitting.Decoder method) flatten() (hetero.tasks.TemporalTask method) flatten_subtasks() (hetero.tasks.TemporalTask method) flatten_target() (hetero.tasks.TemporalTask method) forward_euler() (in module hetero.dynamics.li) G generate_net() (in module hetero_utils) generate_net_ids() (hetero.sim.Simulation method) generate_optim_name() (hetero.sim.Simulation method) generate_readout_name() (hetero.sim.Simulation method) generate_score_template() (hetero.sim.Simulation method) generate_sim_name() (hetero.sim.Simulation method) generate_state_name() (hetero.sim.Simulation method) get_base_freqs() (in module hetero.utils) get_bundle() (in module ml) get_cax() (in module hetero.viz) (in module hetero_utils) get_dataset() (in module ml) get_default_args() (in module hetero.utils) get_eqs() (in module hetero.dynamics.lif) get_go_idxs() (in module ns) get_go_interval() (in module ns) get_go_offset_idxs() (in module ns) get_go_onset_idxs() (in module ns) get_input_channel_names() (in module ns) get_n_benchmarked() (hetero.sim.Simulation method) get_n_integrated() (hetero.sim.Simulation method) get_obj() (in module hetero.dynamics.lif) get_options() (in module hetero.cli) get_param_from_net_id() (hetero.sim.Simulation method) get_parser() (in module hetero.cli) get_result_path() (hetero.sim.Simulation method) get_score_paths() (hetero.sim.Simulation method) get_score_paths_for_template() (hetero.sim.Simulation method) get_score_template() (hetero.tasks.Nostradamus method) (hetero.tasks.Taylor method) (hetero.tasks.Tayloramus method) (hetero.tasks.TemporalTask method) get_seed() (in module hetero.stims.utils) get_snapshot() (in module hetero_utils) get_spaced_hom_taus() (in module hetero_utils) get_state_path() (hetero.sim.Simulation method) get_statistics() (in module hetero_utils) get_train_test() (in module ml) (in module ns) get_trial_onset_idxs() (in module ns) get_trial_stack() (in module hetero_utils) get_trial_start_end() (in module hetero_utils) get_wav_shape() (in module hetero.utils) H henon_map() (in module hetero.stims.maps) hetero.cli module hetero.config module hetero.dataloader module hetero.dynamics.base module hetero.dynamics.li module hetero.dynamics.lif module hetero.fitting module hetero.networks module hetero.sim module hetero.stims.elementary module hetero.stims.maps module hetero.stims.processes module hetero.stims.utils module hetero.stimulus module hetero.tasks module hetero.utils module hetero.viz module hetero_utils module I integrate() (in module hetero_utils) integrate_and_benchmark() (hetero.sim.Simulation method) integrate_n_save_joblib() (in module hetero.dynamics.li) integrate_n_save_serial() (in module hetero.dynamics.li) intialize_weights() (in module hetero.networks) (in module hetero_utils) is_constant_stim() (in module hetero.stimulus) K kuramoto_sivashinsky() (in module hetero.stims.processes) L LI (class in hetero.dynamics.li) LI_grad() (in module hetero.dynamics.li) LIF (class in hetero.dynamics.lif) load_complexity() (in module hetero.utils) load_ic() (in module hetero.utils) load_inputs() (in module hetero.utils) load_mmap() (in module hetero.dataloader) load_nets() (in module hetero.utils) load_rng() (in module hetero.utils) load_states() (in module hetero.dataloader) load_target() (in module hetero.utils) load_taus() (in module hetero.utils) load_topology() (in module hetero.utils) load_weights() (in module hetero.utils) logistic_map() (in module hetero.stims.maps) lorenz() (in module hetero.stims.processes) lorenz96() (in module hetero.stims.processes) M mackey_glass() (in module hetero.stims.processes) main() (in module demo_cli) (in module hetero.cli) make_dataset() (in module ns) make_monitors() (in module hetero.dynamics.lif) make_net_ids() (in module hetero.utils) make_stim() (hetero.tasks.TemporalTask method) make_subtarget() (hetero.tasks.Nostradamus method) (hetero.tasks.Taylor method) (hetero.tasks.Tayloramus method) (hetero.tasks.TemporalTask method) make_subtasks() (hetero.tasks.Nostradamus method) (hetero.tasks.Taylor method) (hetero.tasks.Tayloramus method) (hetero.tasks.TemporalTask method) make_target() (hetero.tasks.TemporalTask method) make_task_basis() (hetero.sim.Simulation method) mark_benchmarked() (hetero.sim.Simulation method) mark_integrated() (hetero.sim.Simulation method) ml module module demo_cli hetero.cli hetero.config hetero.dataloader hetero.dynamics.base hetero.dynamics.li hetero.dynamics.lif hetero.fitting hetero.networks hetero.sim hetero.stims.elementary hetero.stims.maps hetero.stims.processes hetero.stims.utils hetero.stimulus hetero.tasks hetero.utils hetero.viz hetero_utils ml ns multiscroll() (in module hetero.stims.processes) N narma() (in module hetero.stims.maps) needs_new_realization() (hetero.sim.Simulation method) needs_synthesis() (in module hetero.tasks) Nostradamus (class in hetero.tasks) NpEncoder (class in hetero.utils) ns module nu2ubg() (in module hetero.dynamics.lif) null() (in module hetero.stims.elementary) P plot_activity() (in module hetero.viz) plot_angle_vs_score() (hetero.sim.Simulation method) (in module hetero.viz) plot_complexity_map() (hetero.sim.Simulation method) (in module hetero.viz) plot_connectivity() (hetero.sim.Simulation method) (in module hetero.viz) plot_dataset_hist() (in module hetero_utils) plot_difficulty_map_mi() (in module hetero.viz) plot_input_char() (in module hetero.viz) plot_manifold() (in module hetero_utils) plot_overlap_cdf() (hetero.sim.Simulation method) (in module hetero.viz) plot_score_map() (in module hetero.viz) plot_score_score() (in module hetero.viz) plot_score_summary() (in module hetero_utils) plot_score_summary_of_spaced_hom() (in module hetero_utils) plot_scores() (hetero.sim.Simulation method) plot_states_map() (in module hetero.viz) plot_svals_erank() (hetero.sim.Simulation method) (in module hetero.viz) plot_svds() (in module hetero.viz) plot_tau_dist() (in module hetero.viz) plot_taus() (hetero.sim.Simulation method) (in module hetero_utils) plot_taus_summary() (in module hetero_utils) plot_u_stream() (in module hetero_utils) plot_udf_vs_complexity() (hetero.sim.Simulation method) (in module hetero.viz) plot_uvx() (hetero.sim.Simulation method) (in module hetero.viz) plot_uvx_stream() (in module hetero_utils) plot_weights() (in module hetero.viz) polish() (in module hetero.viz) (in module hetero_utils) poly2_sampler() (in module hetero.utils) pool() (in module hetero_utils) predict() (hetero.fitting.Decoder method) prepare_dirs() (hetero.sim.Simulation method) prepare_nets() (hetero.dynamics.base.Dynamic method) progress_count() (hetero.sim.Simulation method) purge() (in module hetero.utils) R rabinovich_fabrikant() (in module hetero.stims.processes) rand_generator() (in module hetero.stims.utils) raster2array() (in module hetero.dataloader) read_metadata() (hetero.sim.Simulation method) (in module hetero.utils) replot_all() (hetero.sim.Simulation method) replot_net_figs() (hetero.sim.Simulation method) rescale_time() (in module hetero.utils) rlz_suffix() (hetero.sim.Simulation method) rossler() (in module hetero.stims.processes) run() (hetero.dynamics.li.LI method) (hetero.dynamics.lif.LIF method) run_dynamic() (hetero.sim.Simulation method) run_multinet() (in module ml) (in module ns) run_single_net() (in module ml) (in module ns) run_spaced_tau0_multinet() (in module ml) (in module ns) runge_kutta() (in module hetero.dynamics.li) S sample_integrate_classify_save() (in module hetero_utils) sample_taus() (in module hetero.utils) (in module hetero_utils) sanitize_token() (in module hetero.utils) save_chunked_monitors() (in module hetero.dynamics.lif) save_merged_monitors() (in module hetero.dynamics.lif) save_rng() (in module hetero.utils) save_rng_state() (hetero.sim.Simulation method) scan_for_undone() (hetero.dynamics.base.Dynamic method) scan_unbenchmarked() (hetero.sim.Simulation method) score() (hetero.fitting.Decoder method) score_files_exist() (hetero.sim.Simulation method) set_het_level() (in module hetero_utils) setup_integration_interval() (hetero.sim.Simulation method) setup_runner_log() (hetero.sim.Simulation method) setup_seed() (hetero.sim.Simulation method) setup_stim_n_target() (hetero.sim.Simulation method) setup_task() (hetero.sim.Simulation method) sign() (in module hetero.stims.elementary) simpleaxis() (in module hetero.viz) (in module hetero_utils) Simulation (class in hetero.sim) sin() (in module hetero.stims.elementary) sinabs() (in module hetero.stims.elementary) standardize() (hetero.tasks.TemporalTask method) state_files_exist() (hetero.sim.Simulation method) sync_rng() (hetero.sim.Simulation method) synthesize() (in module hetero.stimulus) synthesize_noise() (hetero.sim.Simulation method) synthesize_timescales() (hetero.sim.Simulation method) synthesize_topology() (hetero.sim.Simulation method) T Taylor (class in hetero.tasks) Tayloramus (class in hetero.tasks) TemporalTask (class in hetero.tasks) timer() (in module hetero.utils) U ubg2nu() (in module hetero.dynamics.lif) unstream() (in module hetero_utils) update_metadata() (hetero.sim.Simulation method) update_runner() (hetero.sim.Simulation method)