索引

A

abs_energy() (在模块 tsfresh.feature_extraction.feature_calculators 中) absolute_maximum() (在模块 tsfresh.feature_extraction.feature_calculators 中) absolute_sum_of_changes() (在模块 tsfresh.feature_extraction.feature_calculators 中) add_sub_time_series_index() (在模块 tsfresh.utilities.dataframe_functions 中) agg_autocorrelation() (在模块 tsfresh.feature_extraction.feature_calculators 中) agg_linear_trend() (在模块 tsfresh.feature_extraction.feature_calculators 中)

apply() (tsfresh.feature_extraction.data.DaskTsAdapter 方法) ApplyDistributor (类在 tsfresh.utilities.distribution 中) approximate_entropy() (在模块 tsfresh.feature_extraction.feature_calculators 中) ar_coefficient() (在模块 tsfresh.feature_extraction.feature_calculators 中) augmented_dickey_fuller() (在模块 tsfresh.feature_extraction.feature_calculators 中) autocorrelation() (在模块 tsfresh.feature_extraction.feature_calculators 中)

B

benford_correlation() (在模块 tsfresh.feature_extraction.feature_calculators 中)

binned_entropy() (在模块 tsfresh.feature_extraction.feature_calculators 中)

C

c3() (在模块 tsfresh.feature_extraction.feature_calculators 中) calculate_best_chunk_size() (tsfresh.utilities.distribution.ClusterDaskDistributor 方法) (tsfresh.utilities.distribution.IterableDistributorBaseClass 方法) (tsfresh.utilities.distribution.MapDistributor 方法) calculate_relevance_table() (在模块 tsfresh.feature_selection.relevance 中) change_quantiles() (在模块 tsfresh.feature_extraction.feature_calculators 中) check_for_nans_in_columns() (在模块 tsfresh.utilities.dataframe_functions 中) cid_ce() (在模块 tsfresh.feature_extraction.feature_calculators 中) close() (tsfresh.utilities.distribution.ClusterDaskDistributor 方法) (tsfresh.utilities.distribution.IterableDistributorBaseClass 方法) (tsfresh.utilities.distribution.LocalDaskDistributor 方法) (tsfresh.utilities.distribution.MultiprocessingDistributor 方法)

ClusterDaskDistributor (类在 tsfresh.utilities.distribution 中) combine_relevance_tables() (在模块 tsfresh.feature_selection.relevance 中) CombinerTask (类在 tsfresh.scripts.measure_execution_time 中) complete() (tsfresh.scripts.measure_execution_time.CombinerTask 方法) ComprehensiveFCParameters (类在 tsfresh.feature_extraction.settings 中) convert_to_output_format() (在模块 tsfresh.utilities.string_manipulation 中) count_above() (在模块 tsfresh.feature_extraction.feature_calculators 中) count_above_mean() (在模块 tsfresh.feature_extraction.feature_calculators 中) count_below() (在模块 tsfresh.feature_extraction.feature_calculators 中) count_below_mean() (在模块 tsfresh.feature_extraction.feature_calculators 中) cwt_coefficients() (在模块 tsfresh.feature_extraction.feature_calculators 中)

D

dask_feature_extraction_on_chunk() (在模块 tsfresh.convenience.bindings 中) DaskTsAdapter (类在 tsfresh.feature_extraction.data 中) DataCreationTask (类在 tsfresh.scripts.measure_execution_time 中) distribute() (tsfresh.utilities.distribution.ClusterDaskDistributor 方法) (tsfresh.utilities.distribution.IterableDistributorBaseClass 方法) (tsfresh.utilities.distribution.LocalDaskDistributor 方法) (tsfresh.utilities.distribution.MapDistributor 方法) (tsfresh.utilities.distribution.MultiprocessingDistributor 方法)

DistributorBaseClass (类在 tsfresh.utilities.distribution 中) download_har_dataset() (在模块 tsfresh.examples.har_dataset 中) download_robot_execution_failures() (在模块 tsfresh.examples.robot_execution_failures 中)

E

EfficientFCParameters (类在 tsfresh.feature_extraction.settings 中) end_profiling() (在模块 tsfresh.utilities.profiling 中)

energy_ratio_by_chunks() (在模块 tsfresh.feature_extraction.feature_calculators 中) extract_features() (在模块 tsfresh.feature_extraction.extraction 中) extract_relevant_features() (在模块 tsfresh.convenience.relevant_extraction 中)

F

feature_parameter (tsfresh.scripts.measure_execution_time.TimingTask 属性) FeatureAugmenter (类在 tsfresh.transformers.feature_augmenter 中) FeatureSelector (类在 tsfresh.transformers.feature_selector 中) fft_aggregated() (在模块 tsfresh.feature_extraction.feature_calculators 中) fft_coefficient() (在模块 tsfresh.feature_extraction.feature_calculators 中) first_location_of_maximum() (在模块 tsfresh.feature_extraction.feature_calculators 中) first_location_of_minimum() (在模块 tsfresh.feature_extraction.feature_calculators 中) fit() (tsfresh.transformers.feature_augmenter.FeatureAugmenter 方法) (tsfresh.transformers.feature_selector.FeatureSelector 方法) (tsfresh.transformers.per_column_imputer.PerColumnImputer 方法) (tsfresh.transformers.relevant_feature_augmenter.RelevantFeatureAugmenter 方法)

fit_transform() (tsfresh.transformers.relevant_feature_augmenter.RelevantFeatureAugmenter 方法) fourier_entropy() (在模块 tsfresh.feature_extraction.feature_calculators 中) friedrich_coefficients() (在模块 tsfresh.feature_extraction.feature_calculators 中) from_columns() (在模块 tsfresh.feature_extraction.settings 中) FullTimingTask (类在 tsfresh.scripts.measure_execution_time 中)

G

get_config_from_string() (在模块 tsfresh.utilities.string_manipulation 中) get_feature_type() (在模块 tsfresh.feature_selection.relevance 中)

get_ids() (在模块 tsfresh.utilities.dataframe_functions 中) get_n_jobs() (在模块 tsfresh.utilities.profiling 中) get_range_values_per_column() (在模块 tsfresh.utilities.dataframe_functions 中)

H

has_duplicate() (在模块 tsfresh.feature_extraction.feature_calculators 中)

has_duplicate_max() (在模块 tsfresh.feature_extraction.feature_calculators 中) has_duplicate_min() (在模块 tsfresh.feature_extraction.feature_calculators 中)

I

impute() (在模块 tsfresh.utilities.dataframe_functions 中) impute_dataframe_range() (在模块 tsfresh.utilities.dataframe_functions 中) impute_dataframe_zero() (在模块 tsfresh.utilities.dataframe_functions 中) include_function() (在模块 tsfresh.feature_extraction.settings 中)

index_mass_quantile() (在模块 tsfresh.feature_extraction.feature_calculators 中) IndexBasedFCParameters (类在 tsfresh.feature_extraction.settings 中) infer_ml_task() (在模块 tsfresh.feature_selection.relevance 中) initialize_warnings_in_workers() (在模块 tsfresh.utilities.distribution 中) IterableDistributorBaseClass (类在 tsfresh.utilities.distribution 中)

K

kurtosis() (在模块 tsfresh.feature_extraction.feature_calculators 中)

L

large_standard_deviation() (在模块 tsfresh.feature_extraction.feature_calculators 中) last_location_of_maximum() (在模块 tsfresh.feature_extraction.feature_calculators 中) last_location_of_minimum() (在模块 tsfresh.feature_extraction.feature_calculators 中) lempel_ziv_complexity() (在模块 tsfresh.feature_extraction.feature_calculators 中) length() (在模块 tsfresh.feature_extraction.feature_calculators 中) linear_trend() (在模块 tsfresh.feature_extraction.feature_calculators 中) linear_trend_timewise() (在模块 tsfresh.feature_extraction.feature_calculators 中)

load_driftbif() (在模块 tsfresh.examples.driftbif_simulation 中) load_har_classes() (在模块 tsfresh.examples.har_dataset 中) load_har_dataset() (在模块 tsfresh.examples.har_dataset 中) load_robot_execution_failures() (在模块 tsfresh.examples.robot_execution_failures 中) LocalDaskDistributor (类在 tsfresh.utilities.distribution 中) longest_strike_above_mean() (在模块 tsfresh.feature_extraction.feature_calculators 中) longest_strike_below_mean() (在模块 tsfresh.feature_extraction.feature_calculators 中) LongTsFrameAdapter (类在 tsfresh.feature_extraction.data 中)

M

main() (在模块 tsfresh.scripts.run_tsfresh 中) make_forecasting_frame() (在模块 tsfresh.utilities.dataframe_functions 中) map_reduce() (tsfresh.utilities.distribution.ApplyDistributor 方法) (tsfresh.utilities.distribution.DistributorBaseClass 方法) (tsfresh.utilities.distribution.IterableDistributorBaseClass 方法) MapDistributor (类在 tsfresh.utilities.distribution 中) matrix_profile() (在模块 tsfresh.feature_extraction.feature_calculators 中) max_langevin_fixed_point() (在模块 tsfresh.feature_extraction.feature_calculators 中) maximum() (在模块 tsfresh.feature_extraction.feature_calculators 中) mean() (在模块 tsfresh.feature_extraction.feature_calculators 中) mean_abs_change() (在模块 tsfresh.feature_extraction.feature_calculators 中) mean_change() (在模块 tsfresh.feature_extraction.feature_calculators 中) mean_n_absolute_max() (在模块 tsfresh.feature_extraction.feature_calculators 中) mean_second_derivative_central() (在模块 tsfresh.feature_extraction.feature_calculators 中) measure_temporal_complexity() (在模块 tsfresh.scripts.test_timing 中) median() (在模块 tsfresh.feature_extraction.feature_calculators 中) MinimalFCParameters (类在 tsfresh.feature_extraction.settings 中) minimum() (在模块 tsfresh.feature_extraction.feature_calculators 中) 模块 tsfresh tsfresh.convenience tsfresh.convenience.bindings tsfresh.convenience.relevant_extraction tsfresh.defaults tsfresh.examples tsfresh.examples.driftbif_simulation tsfresh.examples.har_dataset tsfresh.examples.robot_execution_failures tsfresh.feature_extraction tsfresh.feature_extraction.data tsfresh.feature_extraction.extraction tsfresh.feature_extraction.feature_calculators tsfresh.feature_extraction.settings tsfresh.feature_selection tsfresh.feature_selection.relevance tsfresh.feature_selection.selection tsfresh.feature_selection.significance_tests tsfresh.scripts tsfresh.scripts.measure_execution_time tsfresh.scripts.run_tsfresh tsfresh.scripts.test_timing tsfresh.transformers tsfresh.transformers.feature_augmenter tsfresh.transformers.feature_selector tsfresh.transformers.per_column_imputer tsfresh.transformers.relevant_feature_augmenter tsfresh.utilities tsfresh.utilities.dataframe_functions tsfresh.utilities.distribution tsfresh.utilities.profiling tsfresh.utilities.string_manipulation

MultiprocessingDistributor (类在 tsfresh.utilities.distribution 中)

N

n_jobs (tsfresh.scripts.measure_execution_time.FullTimingTask 属性) (tsfresh.scripts.measure_execution_time.TimingTask 属性) num_ids (tsfresh.scripts.measure_execution_time.DataCreationTask 属性) (tsfresh.scripts.measure_execution_time.FullTimingTask 属性) (tsfresh.scripts.measure_execution_time.TimingTask 属性)

number_crossing_m() (在模块 tsfresh.feature_extraction.feature_calculators 中) number_cwt_peaks() (在模块 tsfresh.feature_extraction.feature_calculators 中) number_peaks() (在模块 tsfresh.feature_extraction.feature_calculators 中)

O

output() (tsfresh.scripts.measure_execution_time.CombinerTask 方法) (tsfresh.scripts.measure_execution_time.DataCreationTask 方法) (tsfresh.scripts.measure_execution_time.FullTimingTask 方法) (tsfresh.scripts.measure_execution_time.TimingTask 方法)

P

partial_autocorrelation() (在模块 tsfresh.feature_extraction.feature_calculators 中) partition() (tsfresh.utilities.distribution.IterableDistributorBaseClass 静态方法) PartitionedTsData (类在 tsfresh.feature_extraction.data 中) percentage_of_reoccurring_datapoints_to_all_datapoints() (在模块 tsfresh.feature_extraction.feature_calculators 中) percentage_of_reoccurring_values_to_all_values() (在模块 tsfresh.feature_extraction.feature_calculators 中)

PerColumnImputer (类在 tsfresh.transformers.per_column_imputer 中) permutation_entropy() (在模块 tsfresh.feature_extraction.feature_calculators 中) PickableSettings (类在 tsfresh.feature_extraction.settings 中) pivot() (tsfresh.feature_extraction.data.DaskTsAdapter 方法) (tsfresh.feature_extraction.data.PartitionedTsData 方法) plot_results() (在模块 tsfresh.scripts.test_timing 中)

Q

quantile() (在模块 tsfresh.feature_extraction.feature_calculators 中)

query_similarity_count() (在模块 tsfresh.feature_extraction.feature_calculators 中)

R

random_seed (tsfresh.scripts.measure_execution_time.DataCreationTask 属性) (tsfresh.scripts.measure_execution_time.FullTimingTask 属性) (tsfresh.scripts.measure_execution_time.TimingTask 属性) range_count() (在模块 tsfresh.feature_extraction.feature_calculators 中) ratio_beyond_r_sigma() (在模块 tsfresh.feature_extraction.feature_calculators 中) ratio_value_number_to_time_series_length() (在模块 tsfresh.feature_extraction.feature_calculators 中) RelevantFeatureAugmenter (类在 tsfresh.transformers.relevant_feature_augmenter 中) requires() (tsfresh.scripts.measure_execution_time.CombinerTask 方法) (tsfresh.scripts.measure_execution_time.FullTimingTask 方法) (tsfresh.scripts.measure_execution_time.TimingTask 方法)

restrict_input_to_index() (在模块 tsfresh.utilities.dataframe_functions 中) roll_time_series() (在模块 tsfresh.utilities.dataframe_functions 中) root_mean_square() (在模块 tsfresh.feature_extraction.feature_calculators 中) run() (tsfresh.scripts.measure_execution_time.CombinerTask 方法) (tsfresh.scripts.measure_execution_time.DataCreationTask 方法) (tsfresh.scripts.measure_execution_time.FullTimingTask 方法) (tsfresh.scripts.measure_execution_time.TimingTask 方法)

S

sample_entropy() (在模块 tsfresh.feature_extraction.feature_calculators 中) sample_tau() (在模块 tsfresh.examples.driftbif_simulation 中) select_features() (在模块 tsfresh.feature_selection.selection 中) set_n_jobs() (在模块 tsfresh.utilities.profiling 中) set_property() (在模块 tsfresh.feature_extraction.feature_calculators 中) set_timeseries_container() (tsfresh.transformers.feature_augmenter.FeatureAugmenter 方法) (tsfresh.transformers.relevant_feature_augmenter.RelevantFeatureAugmenter 方法) simulate() (tsfresh.examples.driftbif_simulation.velocity 方法) simulate_with_length() (在模块 tsfresh.scripts.test_timing 中)

skewness() (在模块 tsfresh.feature_extraction.feature_calculators 中) spark_feature_extraction_on_chunk() (在模块 tsfresh.convenience.bindings 中) spkt_welch_density() (在模块 tsfresh.feature_extraction.feature_calculators 中) standard_deviation() (在模块 tsfresh.feature_extraction.feature_calculators 中) start_profiling() (在模块 tsfresh.utilities.profiling 中) sum_of_reoccurring_data_points() (在模块 tsfresh.feature_extraction.feature_calculators 中) sum_of_reoccurring_values() (在模块 tsfresh.feature_extraction.feature_calculators 中) sum_values() (在模块 tsfresh.feature_extraction.feature_calculators 中) symmetry_looking() (在模块 tsfresh.feature_extraction.feature_calculators 中)

T

target_binary_feature_binary_test() (在模块 tsfresh.feature_selection.significance_tests 中) target_binary_feature_real_test() (在模块 tsfresh.feature_selection.significance_tests 中) target_real_feature_binary_test() (在模块 tsfresh.feature_selection.significance_tests 中) target_real_feature_real_test() (在模块 tsfresh.feature_selection.significance_tests 中) time_reversal_asymmetry_statistic() (在模块 tsfresh.feature_extraction.feature_calculators 中) time_series_length (tsfresh.scripts.measure_execution_time.DataCreationTask 属性) (tsfresh.scripts.measure_execution_time.FullTimingTask 属性) (tsfresh.scripts.measure_execution_time.TimingTask 属性) TimeBasedFCParameters (类在 tsfresh.feature_extraction.settings 中) Timeseries (类在 tsfresh.feature_extraction.data 中) TimingTask (类在 tsfresh.scripts.measure_execution_time 中) to_tsdata() (在模块 tsfresh.feature_extraction.data 中) transform() (tsfresh.transformers.feature_augmenter.FeatureAugmenter 方法) (tsfresh.transformers.feature_selector.FeatureSelector 方法) (tsfresh.transformers.per_column_imputer.PerColumnImputer 方法) (tsfresh.transformers.relevant_feature_augmenter.RelevantFeatureAugmenter 方法) try_number (tsfresh.scripts.measure_execution_time.TimingTask 属性) TsData (类在 tsfresh.feature_extraction.data 中) TsDictAdapter (类在 tsfresh.feature_extraction.data 中) tsfresh 模块 tsfresh.convenience 模块 tsfresh.convenience.bindings 模块 tsfresh.convenience.relevant_extraction 模块 tsfresh.defaults 模块 tsfresh.examples 模块 tsfresh.examples.driftbif_simulation 模块 tsfresh.examples.har_dataset 模块 tsfresh.examples.robot_execution_failures 模块 tsfresh.feature_extraction 模块 tsfresh.feature_extraction.data 模块

tsfresh.feature_extraction.extraction 模块 tsfresh.feature_extraction.feature_calculators 模块 tsfresh.feature_extraction.settings 模块 tsfresh.feature_selection 模块 tsfresh.feature_selection.relevance 模块 tsfresh.feature_selection.selection 模块 tsfresh.feature_selection.significance_tests 模块 tsfresh.scripts 模块 tsfresh.scripts.measure_execution_time 模块 tsfresh.scripts.run_tsfresh 模块 tsfresh.scripts.test_timing 模块 tsfresh.transformers 模块 tsfresh.transformers.feature_augmenter 模块 tsfresh.transformers.feature_selector 模块 tsfresh.transformers.per_column_imputer 模块 tsfresh.transformers.relevant_feature_augmenter 模块 tsfresh.utilities 模块 tsfresh.utilities.dataframe_functions 模块 tsfresh.utilities.distribution 模块 tsfresh.utilities.profiling 模块 tsfresh.utilities.string_manipulation 模块

V

value_count() (在模块 tsfresh.feature_extraction.feature_calculators 中) variance() (在模块 tsfresh.feature_extraction.feature_calculators 中)

variance_larger_than_standard_deviation() (在模块 tsfresh.feature_extraction.feature_calculators 中) variation_coefficient() (在模块 tsfresh.feature_extraction.feature_calculators 中) velocity (类在 tsfresh.examples.driftbif_simulation 中)

W

WideTsFrameAdapter (类在 tsfresh.feature_extraction.data 中)