2018-11-07 17:31:46 +04:00
|
|
|
Search.setIndex({docnames:["index","modules","pyFTS","pyFTS.benchmarks","pyFTS.common","pyFTS.data","pyFTS.models","pyFTS.models.ensemble","pyFTS.models.incremental","pyFTS.models.multivariate","pyFTS.models.nonstationary","pyFTS.models.seasonal","pyFTS.partitioners","pyFTS.probabilistic","quickstart"],envversion:53,filenames:["index.rst","modules.rst","pyFTS.rst","pyFTS.benchmarks.rst","pyFTS.common.rst","pyFTS.data.rst","pyFTS.models.rst","pyFTS.models.ensemble.rst","pyFTS.models.incremental.rst","pyFTS.models.multivariate.rst","pyFTS.models.nonstationary.rst","pyFTS.models.seasonal.rst","pyFTS.partitioners.rst","pyFTS.probabilistic.rst","quickstart.rst"],objects:{"":{pyFTS:[2,0,0,"-"]},"pyFTS.benchmarks":{Measures:[3,0,0,"-"],ResidualAnalysis:[3,0,0,"-"],Util:[3,0,0,"-"],arima:[3,0,0,"-"],benchmarks:[3,0,0,"-"],knn:[3,0,0,"-"],naive:[3,0,0,"-"],quantreg:[3,0,0,"-"]},"pyFTS.benchmarks.Measures":{BoxLjungStatistic:[3,1,1,""],BoxPierceStatistic:[3,1,1,""],TheilsInequality:[3,1,1,""],UStatistic:[3,1,1,""],acf:[3,1,1,""],brier_score:[3,1,1,""],coverage:[3,1,1,""],crps:[3,1,1,""],get_distribution_statistics:[3,1,1,""],get_interval_statistics:[3,1,1,""],get_point_statistics:[3,1,1,""],heavyside:[3,1,1,""],heavyside_cdf:[3,1,1,""],mape:[3,1,1,""],mape_interval:[3,1,1,""],pinball:[3,1,1,""],pinball_mean:[3,1,1,""],pmf_to_cdf:[3,1,1,""],resolution:[3,1,1,""],rmse:[3,1,1,""],rmse_interval:[3,1,1,""],sharpness:[3,1,1,""],smape:[3,1,1,""],winkler_mean:[3,1,1,""],winkler_score:[3,1,1,""]},"pyFTS.benchmarks.ResidualAnalysis":{chi_squared:[3,1,1,""],compare_residuals:[3,1,1,""],plotResiduals:[3,1,1,""],plot_residuals:[3,1,1,""],residuals:[3,1,1,""],single_plot_residuals:[3,1,1,""]},"pyFTS.benchmarks.Util":{analytic_tabular_dataframe:[3,1,1,""],analytical_data_columns:[3,1,1,""],base_dataframe_columns:[3,1,1,""],cast_dataframe_to_synthetic:[3,1,1,""],cast_dataframe_to_synthetic_interval:[3,1,1,""],cast_dataframe_to_synthetic_point:[3,1,1,""],cast_dataframe_to_synthetic_probabilistic:[3,1,1,""],check_ignore_list:[3,1,1,""],check_replace_list:[3,1,1,""],create_benchmark_tables:[3,1,1,""],extract_measure:[3,1,1,""],find_best:[3,1,1,""],get_dataframe_from_bd:[3,1,1,""],insert_benchmark:[3,1,1,""],interval_dataframe_analytic_columns:[3,1,1,""],interval_dataframe_synthetic_columns:[3,1,1,""],open_benchmark_db:[3,1,1,""],plot_dataframe_interval:[3,1,1,""],plot_dataframe_interval_pinball:[3,1,1,""],plot_dataframe_point:[3,1,1,""],plot_dataframe_probabilistic:[3,1,1,""],point_dataframe_analytic_columns:[3,1,1,""],point_dataframe_synthetic_columns:[3,1,1,""],probabilistic_dataframe_analytic_columns:[3,1,1,""],probabilistic_dataframe_synthetic_columns:[3,1,1,""],process_common_data:[3,1,1,""],save_dataframe_interval:[3,1,1,""],save_dataframe_point:[3,1,1,""],save_dataframe_probabilistic:[3,1,1,""],scale:[3,1,1,""],scale_params:[3,1,1,""],stats:[3,1,1,""],tabular_dataframe_columns:[3,1,1,""],unified_scaled_interval:[3,1,1,""],unified_scaled_interval_pinball:[3,1,1,""],unified_scaled_point:[3,1,1,""],unified_scaled_probabilistic:[3,1,1,""]},"pyFTS.benchmarks.arima":{ARIMA:[3,2,1,""]},"pyFTS.benchmarks.arima.ARIMA":{ar:[3,3,1,""],forecast:[3,3,1,""],forecast_ahead_distribution:[3,3,1,""],forecast_ahead_interval:[3,3,1,""],forecast_distribution:[3,3,1,""],forecast_interval:[3,3,1,""],ma:[3,3,1,""],train:[3,3,1,""]},"pyFTS.benchmarks.benchmarks":{SelecaoSimples_MenorRMSE:[3,1,1,""],compareModelsPlot:[3,1,1,""],compareModelsTable:[3,1,1,""],get_benchmark_interval_methods:[3,1,1,""],get_benchmark_point_methods:[3,1,1,""],get_benchmark_probabilistic_methods:[3,1,1,""],get_interval_methods:[3,1,1,""],get_point_methods:[3,1,1,""],get_probabilistic_methods:[3,1,1,""],pftsExploreOrderAndPartitions:[3,1,1,""],plotCompared:[3,1,1,""],plot_compared_intervals_ahead:[3,1,1,""],plot_compared_series:[3,1,1,""],plot_density_rectange:[3,1,1,""],plot_distribution:[3,1,1,""],plot_interval:[3,1,1,""],plot_point:[3,1,1,""],plot_probability_distributions:[3,1,1,""],print_distribution_statistics:[3,1,1,""],print_interval_statistics:[3,1,1,""],print_point_statistics:[3,1,
|
