MLAir
v2.4
Contents:
Install MLAir
Getting started with MLAir
Default Workflow
Custom Model
Data Handler
Customised Run Module and Workflow
Defaults
Changelog
API Reference
MLAir
Docs
»
Index
Index
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__author__ (in module mlair)
(in module mlair.configuration.defaults)
(in module mlair.data_handler)
(in module mlair.data_handler.abstract_data_handler)
(in module mlair.data_handler.data_handler_mixed_sampling)
(in module mlair.data_handler.data_handler_neighbors)
(in module mlair.data_handler.data_handler_single_station)
(in module mlair.data_handler.data_handler_with_filter)
(in module mlair.data_handler.default_data_handler)
(in module mlair.data_handler.input_bootstraps)
(in module mlair.data_handler.iterator)
(in module mlair.helpers.data_sources)
(in module mlair.helpers.data_sources.data_loader)
(in module mlair.helpers.data_sources.era5)
(in module mlair.helpers.data_sources.ifs)
(in module mlair.helpers.data_sources.join)
(in module mlair.helpers.data_sources.toar_data)
(in module mlair.helpers.data_sources.toar_data_v2)
(in module mlair.helpers.geofunctions)
(in module mlair.helpers.helpers)
(in module mlair.helpers.statistics)
(in module mlair.model_modules.advanced_paddings)
(in module mlair.model_modules.convolutional_networks)
(in module mlair.model_modules.flatten)
(in module mlair.model_modules.fully_connected_networks)
(in module mlair.model_modules.inception_model)
(in module mlair.model_modules.keras_extensions)
(in module mlair.model_modules.linear_model)
(in module mlair.model_modules.model_class)
(in module mlair.model_modules.probability_models)
(in module mlair.model_modules.recurrent_networks)
(in module mlair.model_modules.residual_networks)
(in module mlair.model_modules.u_networks)
(in module mlair.plotting.abstract_plot_class)
(in module mlair.plotting.data_insight_plotting)
(in module mlair.plotting.postprocessing_plotting)
(in module mlair.plotting.training_monitoring)
(in module mlair.reference_models.abstract_reference_model)
(in module mlair.reference_models.reference_model_cams)
(in module mlair.reference_models.reference_model_intellio3_v1)
(in module mlair.run_modules.experiment_setup)
(in module mlair.run_modules.model_setup)
(in module mlair.run_modules.partition_check)
(in module mlair.run_modules.post_processing)
(in module mlair.run_modules.pre_processing)
(in module mlair.run_modules.run_environment)
(in module mlair.run_modules.training)
(in module mlair.run_script)
(in module mlair.workflows.abstract_workflow)
(in module mlair.workflows.custom_workflows)
(in module mlair.workflows.default_workflow)
__call__() (mlair.helpers.time_tracking.TimeTrackingWrapper method)
(mlair.helpers.TimeTrackingWrapper method)
(mlair.model_modules.advanced_paddings.Padding2D method)
__compare_keras_optimizers() (mlair.AbstractModelClass static method)
(mlair.model_modules.abstract_model_class.AbstractModelClass static method)
(mlair.model_modules.AbstractModelClass static method)
__data_generation() (mlair.data_handler.iterator.KerasIterator method)
(mlair.data_handler.KerasIterator method)
__date__ (in module mlair.configuration.defaults)
(in module mlair.data_handler)
(in module mlair.data_handler.abstract_data_handler)
(in module mlair.data_handler.data_handler_mixed_sampling)
(in module mlair.data_handler.data_handler_neighbors)
(in module mlair.data_handler.data_handler_single_station)
(in module mlair.data_handler.data_handler_with_filter)
(in module mlair.data_handler.default_data_handler)
(in module mlair.data_handler.input_bootstraps)
(in module mlair.data_handler.iterator)
(in module mlair.helpers.data_sources)
(in module mlair.helpers.data_sources.data_loader)
(in module mlair.helpers.data_sources.era5)
(in module mlair.helpers.data_sources.ifs)
(in module mlair.helpers.data_sources.join)
(in module mlair.helpers.data_sources.toar_data)
(in module mlair.helpers.data_sources.toar_data_v2)
(in module mlair.helpers.geofunctions)
(in module mlair.helpers.helpers)
(in module mlair.helpers.statistics)
(in module mlair.model_modules.advanced_paddings)
(in module mlair.model_modules.convolutional_networks)
(in module mlair.model_modules.flatten)
(in module mlair.model_modules.fully_connected_networks)
(in module mlair.model_modules.inception_model)
(in module mlair.model_modules.keras_extensions)
(in module mlair.model_modules.linear_model)
(in module mlair.model_modules.model_class)
(in module mlair.model_modules.probability_models)
(in module mlair.model_modules.recurrent_networks)
(in module mlair.model_modules.residual_networks)
(in module mlair.model_modules.u_networks)
(in module mlair.plotting.abstract_plot_class)
(in module mlair.plotting.data_insight_plotting)
(in module mlair.plotting.postprocessing_plotting)
(in module mlair.plotting.training_monitoring)
(in module mlair.reference_models.abstract_reference_model)
(in module mlair.reference_models.reference_model_cams)
(in module mlair.reference_models.reference_model_intellio3_v1)
(in module mlair.run_modules.experiment_setup)
(in module mlair.run_modules.model_setup)
(in module mlair.run_modules.partition_check)
(in module mlair.run_modules.post_processing)
(in module mlair.run_modules.pre_processing)
(in module mlair.run_modules.run_environment)
(in module mlair.run_modules.training)
(in module mlair.run_script)
(in module mlair.workflows.abstract_workflow)
(in module mlair.workflows.custom_workflows)
(in module mlair.workflows.default_workflow)
__del__() (mlair.plotting.abstract_plot_class.AbstractPlotClass method)
(mlair.run_modules.run_environment.RunEnvironment method)
(mlair.run_modules.RunEnvironment method)
(mlair.RunEnvironment method)
__email__ (in module mlair)
__enter__() (mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
(mlair.run_modules.run_environment.RunEnvironment method)
(mlair.run_modules.RunEnvironment method)
(mlair.RunEnvironment method)
__eq__() (mlair.helpers.PyTestRegex method)
(mlair.helpers.testing.PyTestRegex method)
__exit__() (mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
(mlair.run_modules.run_environment.RunEnvironment method)
(mlair.run_modules.RunEnvironment method)
(mlair.RunEnvironment method)
__extract_from_tuple() (mlair.AbstractModelClass static method)
(mlair.model_modules.abstract_model_class.AbstractModelClass static method)
(mlair.model_modules.AbstractModelClass static method)
__find_file_pattern() (mlair.run_modules.run_environment.RunEnvironment method)
(mlair.run_modules.RunEnvironment method)
(mlair.RunEnvironment method)
__get__() (mlair.helpers.time_tracking.TimeTrackingWrapper method)
(mlair.helpers.TimeTrackingWrapper method)
__getattr__() (mlair.AbstractModelClass method)
(mlair.model_modules.abstract_model_class.AbstractModelClass method)
(mlair.model_modules.AbstractModelClass method)
__getitem__() (mlair.data_handler.DataCollection method)
(mlair.data_handler.iterator.DataCollection method)
(mlair.data_handler.iterator.KerasIterator method)
(mlair.data_handler.KerasIterator method)
__iter__() (mlair.data_handler.Bootstraps method)
(mlair.data_handler.DataCollection method)
(mlair.data_handler.input_bootstraps.Bootstraps method)
(mlair.data_handler.iterator.DataCollection method)
__len__() (mlair.data_handler.abstract_data_handler.AbstractDataHandler method)
(mlair.data_handler.AbstractDataHandler method)
(mlair.data_handler.Bootstraps method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.DataCollection method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
(mlair.data_handler.input_bootstraps.Bootstraps method)
(mlair.data_handler.iterator.DataCollection method)
(mlair.data_handler.iterator.KerasIterator method)
(mlair.data_handler.KerasIterator method)
__move_log_file() (mlair.run_modules.run_environment.RunEnvironment method)
(mlair.run_modules.RunEnvironment method)
(mlair.RunEnvironment method)
__next__() (mlair.data_handler.input_bootstraps.BootstrapIterator method)
(mlair.data_handler.input_bootstraps.BootstrapIteratorBranch method)
(mlair.data_handler.input_bootstraps.BootstrapIteratorSingleInput method)
(mlair.data_handler.input_bootstraps.BootstrapIteratorVariable method)
(mlair.data_handler.iterator.StandardIterator method)
__plot_tracking() (mlair.run_modules.run_environment.RunEnvironment method)
(mlair.run_modules.RunEnvironment method)
(mlair.RunEnvironment method)
__repr__() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
(mlair.helpers.PyTestRegex method)
(mlair.helpers.testing.PyTestRegex method)
(mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
(mlair.model_modules.advanced_paddings.InputSpec method)
(mlair.plotting.tracker_plot.TrackObject method)
__save_tracking() (mlair.run_modules.run_environment.RunEnvironment method)
(mlair.run_modules.RunEnvironment method)
(mlair.RunEnvironment method)
__str__() (mlair.data_handler.data_handler_neighbors.DummyDataHandler method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
__version__ (in module mlair)
__version_info__ (in module mlair)
_activation (mlair.model_modules.branched_input_networks.BranchedInputFCN attribute)
(mlair.model_modules.convolutional_networks.CNN attribute)
(mlair.model_modules.convolutional_networks.CNNfromConfig attribute)
(mlair.model_modules.fully_connected_networks.FCN attribute)
(mlair.model_modules.recurrent_networks.RNN attribute)
_add_annotation_line() (mlair.plotting.data_insight_plotting.PlotPeriodogram static method)
_add_get_object() (mlair.plotting.tracker_plot.TrackChain method)
_add_precursor() (mlair.plotting.tracker_plot.TrackChain method)
_add_set_object() (mlair.plotting.tracker_plot.TrackChain method)
_add_time_delta() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation static method)
_add_timedelta() (mlair.data_handler.default_data_handler.DefaultDataHandler static method)
(mlair.data_handler.DefaultDataHandler static method)
_add_track_object() (mlair.plotting.tracker_plot.TrackChain static method)
_adjust_extent() (mlair.plotting.data_insight_plotting.PlotStationMap method)
(mlair.plotting.postprocessing_plotting.PlotErrorsOnMap static method)
_adjust_marker() (mlair.plotting.data_insight_plotting.PlotStationMap static method)
_all_values_are_equal() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore static method)
_apply_root() (mlair.plotting.postprocessing_plotting.PlotSampleUncertaintyFromBootstrap method)
_aspect_cbar() (mlair.plotting.postprocessing_plotting.PlotTimeEvolutionMetric static method)
_calculate_filter_coefficients() (mlair.helpers.filter.ClimateFIRFilter static method)
(mlair.helpers.filter.FIRFilter static method)
_calculate_hist() (mlair.plotting.data_insight_plotting.PlotDataHistogram method)
_calculate_limits() (mlair.plotting.postprocessing_plotting.PlotErrorsOnMap static method)
_callbacks() (mlair.model_modules.keras_extensions.CallbackHandler property)
_check_and_get_padding() (mlair.model_modules.advanced_paddings.Padding2D method)
_check_sampling() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation method)
_check_sel_opts() (mlair.helpers.filter.ClimateFIRFilter method)
_check_target_var() (mlair.ExperimentSetup method)
(mlair.run_modules.experiment_setup.ExperimentSetup method)
(mlair.run_modules.ExperimentSetup method)
_clean_name() (mlair.ModelSetup static method)
(mlair.run_modules.model_setup.ModelSetup static method)
(mlair.run_modules.ModelSetup static method)
_clean_up_axes() (mlair.plotting.postprocessing_plotting.PlotTimeSeries static method)
_cleanup() (mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
_cleanup_path() (mlair.data_handler.iterator.KerasIterator static method)
(mlair.data_handler.KerasIterator static method)
_climatological_skill_score() (mlair.helpers.statistics.SkillScores method)
_combine_forecasts() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
(mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_compare_variables_and_statistics() (mlair.ExperimentSetup method)
(mlair.run_modules.experiment_setup.ExperimentSetup method)
(mlair.run_modules.ExperimentSetup method)
_compute_hourly_mean_per_month() (mlair.helpers.filter.ClimateFIRFilter static method)
_concatenate() (mlair.data_handler.iterator.KerasIterator static method)
(mlair.data_handler.KerasIterator static method)
(mlair.model_modules.linear_model.OrdinaryLeastSquaredModel method)
_concatenate_multi() (mlair.data_handler.iterator.KerasIterator static method)
(mlair.data_handler.KerasIterator static method)
_correct_meta() (in module mlair.helpers.data_sources.join)
_correct_persi_name() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles static method)
_create_collection() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter method)
(mlair.data_handler.data_handler_neighbors.DataHandlerNeighbors method)
(mlair.data_handler.DataHandlerNeighbors method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
_create_competitor_forecast() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
(mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_create_empty_prediction_arrays() (mlair.PostProcessing static method)
(mlair.run_modules.post_processing.PostProcessing static method)
(mlair.run_modules.PostProcessing static method)
_create_full_filter_result_array() (mlair.helpers.filter.ClimateFIRFilter static method)
(mlair.helpers.filter.FIRFilter static method)
_create_lazy_data() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilterSingleStation method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation method)
_create_network_name_opts() (in module mlair.helpers.data_sources.join)
_create_nn_forecast() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_create_observation() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_create_ols_forecast() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_create_parameter_name_opts() (in module mlair.helpers.data_sources.join)
_create_pdf_pages() (mlair.plotting.postprocessing_plotting.PlotTimeSeries static method)
_create_persistence_forecast() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_create_plot_data() (mlair.plotting.postprocessing_plotting.PlotTimeSeries static method)
_create_pseudo_order() (mlair.plotting.postprocessing_plotting.PlotCompetitiveSkillScore method)
_create_quantile_panel() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
_create_seasonal_cycle_of_single_hour_mean() (mlair.helpers.filter.ClimateFIRFilter static method)
_create_subplots() (mlair.plotting.postprocessing_plotting.PlotTimeSeries method)
_create_time_range_extend() (mlair.helpers.filter.ClimateFIRFilter static method)
_create_tmp_dimension() (mlair.helpers.filter.ClimateFIRFilter static method)
_create_track_chain() (mlair.plotting.tracker_plot.TrackChain method)
_draw_background() (mlair.plotting.data_insight_plotting.PlotStationMap method)
(mlair.plotting.postprocessing_plotting.PlotErrorsOnMap static method)
_dropout (mlair.model_modules.branched_input_networks.BranchedInputFCN attribute)
(mlair.model_modules.convolutional_networks.CNN attribute)
(mlair.model_modules.fully_connected_networks.FCN attribute)
(mlair.model_modules.recurrent_networks.RNN attribute)
_duration() (mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
_emulate_meta_data() (in module mlair.helpers.data_sources.era5)
(in module mlair.helpers.data_sources.ifs)
_end() (mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
_extract_coords() (mlair.plotting.postprocessing_plotting.PlotErrorsOnMap static method)
_extract_layer_conf() (mlair.model_modules.convolutional_networks.CNNfromConfig method)
(mlair.model_modules.residual_networks.ResNet method)
(mlair.model_modules.u_networks.UNet method)
_extract_lazy() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilterSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilterSingleStation method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation method)
_filter_columns() (mlair.plotting.training_monitoring.PlotModelHistory method)
_filter_comparisons() (mlair.plotting.postprocessing_plotting.PlotCompetitiveSkillScore method)
_find_nan_edge() (mlair.plotting.postprocessing_plotting.PlotTimeEvolutionMetric static method)
_force_dask_computation() (mlair.data_handler.default_data_handler.DefaultDataHandler static method)
(mlair.data_handler.DefaultDataHandler static method)
_format_figure() (mlair.plotting.data_insight_plotting.PlotPeriodogram method)
_get_act_name() (mlair.model_modules.inception_model.InceptionModelBase static method)
_get_batch() (in module mlair.data_handler.iterator)
_get_bins_from_rage_of_data() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
_get_callbacks() (mlair.model_modules.keras_extensions.CallbackHandler method)
_get_collection_and_opts() (mlair.plotting.data_insight_plotting.PlotStationMap static method)
_get_colorpalette() (mlair.plotting.postprocessing_plotting.PlotErrorsOnMap static method)
_get_external_data() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_get_first_and_last_indexelement_from_xarray() (mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram static method)
_get_frequency() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_get_fs() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilterSingleStation static method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation static method)
_get_hash() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
_get_inputs_targets() (mlair.plotting.data_insight_plotting.PlotDataHistogram static method)
_get_internal_data() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_get_kzf_cutoff_period() (mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation static method)
_get_layer_name() (mlair.model_modules.branched_input_networks.BranchedInputCNN static method)
(mlair.model_modules.convolutional_networks.CNNfromConfig static method)
_get_model_name() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_get_model_rank() (mlair.data_handler.iterator.KerasIterator method)
(mlair.data_handler.KerasIterator method)
_get_number_of_mini_batches() (in module mlair.data_handler.iterator)
_get_number_tag() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore static method)
_get_opts() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles static method)
_get_plot_metric() (mlair.plotting.training_monitoring.PlotModelHistory method)
_get_sampling() (mlair.plotting.abstract_plot_class.AbstractPlotClass static method)
(mlair.plotting.postprocessing_plotting.PlotTimeSeries static method)
_get_time_range() (mlair.plotting.postprocessing_plotting.PlotTimeSeries static method)
_get_unique_values_from_column_of_df() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore static method)
_get_window_lead_time() (mlair.plotting.postprocessing_plotting.PlotMonthlySummary method)
(mlair.plotting.postprocessing_plotting.PlotTimeSeries method)
_get_year_interval() (mlair.helpers.filter.ClimateFIRFilter static method)
_handle_upsampling() (mlair.plotting.data_insight_plotting.PlotDataHistogram static method)
_has_filter_dimension() (mlair.plotting.data_insight_plotting.PlotPeriodogram static method)
_hash (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation attribute)
_hash_list() (mlair.data_handler.abstract_data_handler.AbstractDataHandler method)
(mlair.data_handler.AbstractDataHandler method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
_initializer (mlair.model_modules.branched_input_networks.BranchedInputFCN attribute)
(mlair.model_modules.convolutional_networks.CNN attribute)
(mlair.model_modules.convolutional_networks.CNNfromConfig attribute)
(mlair.model_modules.fully_connected_networks.FCN attribute)
(mlair.model_modules.recurrent_networks.RNN attribute)
_label_add() (mlair.plotting.postprocessing_plotting.PlotClimatologicalSkillScore method)
(mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
_labels() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles static method)
_lim() (mlair.plotting.postprocessing_plotting.PlotClimatologicalSkillScore method)
(mlair.plotting.postprocessing_plotting.PlotCompetitiveSkillScore static method)
_load() (mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
_load_apriori() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
_load_data() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
(mlair.plotting.postprocessing_plotting.PlotTimeSeries method)
_load_model() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
_load_transformation() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
_lower_list() (in module mlair.helpers.data_sources.join)
_make_full_time_index() (mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram static method)
_next_order() (mlair.helpers.filter.ClimateFIRFilter static method)
_optimizer (mlair.model_modules.branched_input_networks.BranchedInputFCN attribute)
(mlair.model_modules.convolutional_networks.CNN attribute)
(mlair.model_modules.convolutional_networks.CNNfromConfig attribute)
(mlair.model_modules.fully_connected_networks.FCN attribute)
(mlair.model_modules.recurrent_networks.RNN attribute)
_period_to_freq() (mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation static method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation static method)
_permute_data() (in module mlair.data_handler.iterator)
_plot() (mlair.plotting.abstract_plot_class.AbstractPlotClass method)
(mlair.plotting.data_insight_plotting.PlotAvailability method)
(mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram method)
(mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
(mlair.plotting.data_insight_plotting.PlotDataHistogram method)
(mlair.plotting.data_insight_plotting.PlotDataMonthlyDistribution method)
(mlair.plotting.data_insight_plotting.PlotFirFilter method)
(mlair.plotting.data_insight_plotting.PlotPeriodogram method)
(mlair.plotting.data_insight_plotting.PlotStationMap method)
(mlair.plotting.postprocessing_plotting.PlotClimatologicalSkillScore method)
(mlair.plotting.postprocessing_plotting.PlotCompetitiveSkillScore method)
(mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
(mlair.plotting.postprocessing_plotting.PlotErrorsOnMap method)
(mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
(mlair.plotting.postprocessing_plotting.PlotMonthlySummary method)
(mlair.plotting.postprocessing_plotting.PlotSampleUncertaintyFromBootstrap method)
(mlair.plotting.postprocessing_plotting.PlotSeasonalMSEStack method)
(mlair.plotting.postprocessing_plotting.PlotSeparationOfScales method)
(mlair.plotting.postprocessing_plotting.PlotTimeEvolutionMetric method)
(mlair.plotting.postprocessing_plotting.PlotTimeSeries method)
(mlair.plotting.tracker_plot.TrackPlot method)
(mlair.plotting.training_monitoring.PlotModelHistory method)
(mlair.plotting.training_monitoring.PlotModelLearningRate method)
_plot_ahead() (mlair.plotting.postprocessing_plotting.PlotTimeSeries method)
_plot_all() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
_plot_all_variables() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
_plot_apriori() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
_plot_base() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
_plot_clim_filter() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
_plot_combined() (mlair.plotting.data_insight_plotting.PlotDataHistogram method)
_plot_data() (mlair.plotting.data_insight_plotting.PlotFirFilter method)
_plot_difference() (mlair.plotting.data_insight_plotting.PlotPeriodogram method)
_plot_hist() (mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram method)
_plot_hist_cum() (mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram method)
_plot_ideal_filter() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
_plot_individual() (mlair.plotting.postprocessing_plotting.PlotErrorsOnMap method)
_plot_kde() (mlair.plotting.postprocessing_plotting.PlotSampleUncertaintyFromBootstrap method)
_plot_obs() (mlair.plotting.postprocessing_plotting.PlotTimeSeries method)
_plot_original_data() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
_plot_seasons() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
_plot_selected_variables() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
_plot_series() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
(mlair.plotting.data_insight_plotting.PlotFirFilter method)
_plot_stations() (mlair.plotting.data_insight_plotting.PlotStationMap method)
_plot_summary_line() (mlair.plotting.postprocessing_plotting.PlotTimeEvolutionMetric method)
_plot_t0() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
(mlair.plotting.data_insight_plotting.PlotFirFilter method)
_plot_total() (mlair.plotting.data_insight_plotting.PlotPeriodogram method)
_plot_valid_area() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
_plot_vertical() (mlair.plotting.postprocessing_plotting.PlotCompetitiveSkillScore method)
_pooling (mlair.model_modules.convolutional_networks.CNN attribute)
_position (mlair.data_handler.input_bootstraps.BootstrapIterator attribute)
(mlair.data_handler.input_bootstraps.BootstrapIteratorSingleInput attribute)
(mlair.data_handler.iterator.StandardIterator attribute)
_prepare_batches() (mlair.data_handler.iterator.KerasIterator method)
(mlair.data_handler.KerasIterator method)
_prepare_data() (mlair.plotting.data_insight_plotting.PlotAvailability method)
(mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram method)
(mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
(mlair.plotting.data_insight_plotting.PlotDataMonthlyDistribution method)
(mlair.plotting.data_insight_plotting.PlotFirFilter method)
(mlair.plotting.postprocessing_plotting.PlotClimatologicalSkillScore method)
(mlair.plotting.postprocessing_plotting.PlotCompetitiveSkillScore method)
(mlair.plotting.postprocessing_plotting.PlotErrorsOnMap static method)
(mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
(mlair.plotting.postprocessing_plotting.PlotMonthlySummary method)
(mlair.plotting.postprocessing_plotting.PlotSeasonalMSEStack method)
(mlair.plotting.postprocessing_plotting.PlotTimeEvolutionMetric method)
_prepare_data_from_uncertainty() (mlair.plotting.postprocessing_plotting.PlotSeasonalMSEStack method)
_prepare_filter_cutoff_period() (mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation static method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation static method)
_prepare_filter_order() (mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation static method)
_prepare_pgram() (mlair.plotting.data_insight_plotting.PlotPeriodogram method)
_prepare_pgram_parallel_gen() (mlair.plotting.data_insight_plotting.PlotPeriodogram method)
_prepare_pgram_parallel_var() (mlair.plotting.data_insight_plotting.PlotPeriodogram method)
_prepare_plots() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
_recursive_decent() (mlair.plotting.tracker_plot.TrackChain method)
_reduce_dims() (mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram method)
_regularizer (mlair.model_modules.branched_input_networks.BranchedInputFCN attribute)
(mlair.model_modules.convolutional_networks.CNN attribute)
(mlair.model_modules.convolutional_networks.CNNfromConfig attribute)
(mlair.model_modules.fully_connected_networks.FCN attribute)
(mlair.model_modules.recurrent_networks.RNN attribute)
_rename_era5_variables() (in module mlair.helpers.data_sources.era5)
_rename_ifs_variables() (in module mlair.helpers.data_sources.ifs)
_reorder() (mlair.helpers.statistics.SkillScores static method)
_requirements (mlair.AbstractModelClass attribute)
(mlair.data_handler.abstract_data_handler.AbstractDataHandler attribute)
(mlair.data_handler.AbstractDataHandler attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSampling attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilter attribute)
(mlair.data_handler.default_data_handler.DefaultDataHandler attribute)
(mlair.data_handler.DefaultDataHandler attribute)
(mlair.model_modules.abstract_model_class.AbstractModelClass attribute)
(mlair.model_modules.AbstractModelClass attribute)
(mlair.model_modules.branched_input_networks.BranchedInputFCN attribute)
(mlair.model_modules.convolutional_networks.CNN attribute)
(mlair.model_modules.convolutional_networks.CNNfromConfig attribute)
(mlair.model_modules.fully_connected_networks.FCN attribute)
(mlair.model_modules.fully_connected_networks.FCN_64_32_16 attribute)
(mlair.model_modules.recurrent_networks.RNN attribute)
_reset_data() (mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
_reshape() (mlair.data_handler.input_bootstraps.BootstrapIterator method)
_return_vars_without_number_tag() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
_rnn (mlair.model_modules.recurrent_networks.RNN attribute)
_run() (mlair.ModelSetup method)
(mlair.PostProcessing method)
(mlair.PreProcessing method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
(mlair.run_modules.partition_check.PartitionCheck method)
(mlair.run_modules.PartitionCheck method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
(mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
_save() (mlair.plotting.abstract_plot_class.AbstractPlotClass method)
_save_page() (mlair.plotting.postprocessing_plotting.PlotTimeSeries static method)
_save_to_pandas() (in module mlair.helpers.data_sources.join)
_save_to_pickle() (in module mlair.data_handler.iterator)
_segment_data() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
_select_data() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore static method)
_select_distinct_data_origin() (in module mlair.helpers.data_sources.join)
_select_distinct_network() (in module mlair.helpers.data_sources.join)
_select_distinct_series() (in module mlair.helpers.data_sources.join)
_set_activation() (mlair.model_modules.branched_input_networks.BranchedInputFCN method)
(mlair.model_modules.convolutional_networks.CNN method)
(mlair.model_modules.fully_connected_networks.FCN method)
(mlair.model_modules.recurrent_networks.RNN method)
_set_bar_label() (mlair.plotting.postprocessing_plotting.PlotSeasonalMSEStack static method)
_set_bootstrap_method() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore static method)
_set_bootstrap_type() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore static method)
_set_bounds() (mlair.plotting.postprocessing_plotting.PlotErrorsOnMap static method)
_set_callbacks() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
_set_dims_from_datahandler() (mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram method)
_set_dropout() (mlair.model_modules.branched_input_networks.BranchedInputFCN method)
(mlair.model_modules.convolutional_networks.CNN method)
(mlair.model_modules.fully_connected_networks.FCN method)
(mlair.model_modules.recurrent_networks.RNN method)
_set_file_name() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation static method)
_set_gen() (mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
_set_layer_freq() (mlair.model_modules.convolutional_networks.CNN method)
_set_mapping() (mlair.data_handler.DataCollection method)
(mlair.data_handler.iterator.DataCollection method)
_set_meta_file_name() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation static method)
_set_model_path() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
_set_num_of_training_samples() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
_set_optimizer() (mlair.model_modules.branched_input_networks.BranchedInputFCN method)
(mlair.model_modules.convolutional_networks.CNN method)
(mlair.model_modules.convolutional_networks.CNNfromConfig method)
(mlair.model_modules.fully_connected_networks.FCN method)
(mlair.model_modules.recurrent_networks.RNN method)
_set_param() (mlair.ExperimentSetup method)
(mlair.run_modules.experiment_setup.ExperimentSetup method)
(mlair.run_modules.ExperimentSetup method)
_set_pooling() (mlair.model_modules.convolutional_networks.CNN method)
_set_regularizer() (mlair.model_modules.branched_input_networks.BranchedInputFCN method)
(mlair.model_modules.convolutional_networks.CNN method)
(mlair.model_modules.convolutional_networks.CNNfromConfig method)
(mlair.model_modules.fully_connected_networks.FCN method)
(mlair.model_modules.recurrent_networks.RNN method)
_set_shapes() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
_set_ticks() (mlair.plotting.postprocessing_plotting.PlotTimeEvolutionMetric static method)
_set_title() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
_set_x_y_from_generator() (mlair.model_modules.linear_model.OrdinaryLeastSquaredModel method)
_set_xlim() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
_set_ylim_by_valid_range() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter static method)
_setup() (mlair.workflows.custom_workflows.HyperSearchWorkflow method)
(mlair.workflows.default_workflow.DefaultWorkflow method)
(mlair.workflows.default_workflow.DefaultWorkflowHPC method)
(mlair.workflows.DefaultWorkflow method)
(mlair.workflows.DefaultWorkflowHPC method)
_shift_data() (mlair.helpers.filter.ClimateFIRFilter method)
_skip_args (mlair.data_handler.abstract_data_handler.AbstractDataHandler attribute)
(mlair.data_handler.AbstractDataHandler attribute)
(mlair.data_handler.default_data_handler.DefaultDataHandler attribute)
(mlair.data_handler.DefaultDataHandler attribute)
_slice() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation static method)
_slice_prep() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
_spell_out_chemical_concentrations() (mlair.plotting.data_insight_plotting.PlotDataMonthlyDistribution static method)
(mlair.plotting.postprocessing_plotting.PlotMonthlySummary static method)
_split_chem_and_meteo_variables() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter class method)
_start() (mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
_store() (mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
_store_apriori() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
_store_attributes (mlair.data_handler.abstract_data_handler.AbstractDataHandler attribute)
(mlair.data_handler.AbstractDataHandler attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation attribute)
(mlair.data_handler.default_data_handler.DefaultDataHandler attribute)
(mlair.data_handler.DefaultDataHandler attribute)
_store_plot_data() (mlair.plotting.data_insight_plotting.PlotClimateFirFilter method)
(mlair.plotting.data_insight_plotting.PlotFirFilter method)
_store_start_script() (mlair.ExperimentSetup static method)
(mlair.run_modules.experiment_setup.ExperimentSetup static method)
(mlair.run_modules.ExperimentSetup static method)
_store_transformation() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
_stride_through_scopes() (mlair.helpers.datastore.DataStoreByScope method)
(mlair.helpers.datastore.DataStoreByVariable method)
_summarise_data() (mlair.plotting.data_insight_plotting.PlotAvailability method)
_to_numpy() (mlair.data_handler.default_data_handler.DefaultDataHandler static method)
(mlair.data_handler.DefaultDataHandler static method)
(mlair.data_handler.input_bootstraps.BootstrapIterator method)
_train_ols_model_from_generator() (mlair.model_modules.linear_model.OrdinaryLeastSquaredModel method)
_trim_data_to_minimum_length() (mlair.helpers.filter.ClimateFIRFilter static method)
_update_callback() (mlair.model_modules.keras_extensions.CallbackHandler method)
_update_control() (mlair.plotting.tracker_plot.TrackChain static method)
_update_model_name() (mlair.model_modules.branched_input_networks.BranchedInputFCN method)
(mlair.model_modules.branched_input_networks.BranchedInputRNN method)
(mlair.model_modules.fully_connected_networks.FCN method)
(mlair.model_modules.fully_connected_networks.FCN_64_32_16 method)
(mlair.model_modules.recurrent_networks.RNN method)
_update_rc_params() (mlair.plotting.abstract_plot_class.AbstractPlotClass method)
_variables_exist_in_df() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
_ZeroPadding (class in mlair.model_modules.advanced_paddings)
A
a (in module mlair.data_handler.data_handler_neighbors)
AbstractDataHandler (class in mlair.data_handler)
(class in mlair.data_handler.abstract_data_handler)
AbstractDataStore (class in mlair.helpers.datastore)
AbstractModelClass (class in mlair)
(class in mlair.model_modules)
(class in mlair.model_modules.abstract_model_class)
AbstractPlotClass (class in mlair.plotting.abstract_plot_class)
AbstractReferenceB2share (class in mlair.reference_models.abstract_reference_model)
AbstractReferenceModel (class in mlair.reference_models.abstract_reference_model)
act() (mlair.model_modules.inception_model.InceptionModelBase method)
add() (mlair.data_handler.DataCollection method)
(mlair.data_handler.iterator.DataCollection method)
(mlair.workflows.abstract_workflow.Workflow method)
(mlair.workflows.Workflow method)
add_affix() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles static method)
add_callback() (mlair.model_modules.keras_extensions.CallbackHandler method)
add_precursor() (mlair.plotting.tracker_plot.TrackObject method)
add_stages() (mlair.plotting.tracker_plot.TrackPlot method)
add_successor() (mlair.plotting.tracker_plot.TrackObject method)
add_variable_names() (mlair.plotting.tracker_plot.TrackPlot method)
add_weight_args_preprocessing() (in module mlair.keras_legacy.interfaces)
aggregate_transformation() (mlair.data_handler.default_data_handler.DefaultDataHandler class method)
(mlair.data_handler.DefaultDataHandler class method)
allowed_paddings (mlair.model_modules.advanced_paddings.Padding2D attribute)
allowed_plot_types() (mlair.plotting.data_insight_plotting.PlotAvailabilityHistogram property)
animals (in module mlair.configuration.snapshot_names)
apply() (mlair.data_handler.input_bootstraps.MeanBootstraps method)
(mlair.data_handler.input_bootstraps.ShuffleBootstraps static method)
apply_bootstrap_method() (mlair.data_handler.input_bootstraps.BootstrapIterator method)
apply_filter() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation method)
apply_inverse_transformation() (in module mlair.helpers.statistics)
apply_transformation() (mlair.data_handler.abstract_data_handler.AbstractDataHandler method)
(mlair.data_handler.AbstractDataHandler method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
approximate_kl() (mlair.model_modules.probability_models.MyCNNProb static method)
apriori_data() (mlair.helpers.filter.ClimateFIRFilter property)
B
b2share_url() (mlair.reference_models.abstract_reference_model.AbstractReferenceB2share property)
bar_custom() (mlair.reference_models.abstract_reference_model.AbstractReferenceB2share method)
batch_normalisation() (mlair.model_modules.inception_model.InceptionModelBase method)
batchnorm_args_preprocessor() (in module mlair.keras_legacy.interfaces)
block_part_name() (mlair.model_modules.inception_model.InceptionModelBase method)
BootstrapIterator (class in mlair.data_handler.input_bootstraps)
BootstrapIteratorBranch (class in mlair.data_handler.input_bootstraps)
BootstrapIteratorSingleInput (class in mlair.data_handler.input_bootstraps)
BootstrapIteratorVariable (class in mlair.data_handler.input_bootstraps)
Bootstraps (class in mlair.data_handler)
(class in mlair.data_handler.input_bootstraps)
bootstraps() (mlair.data_handler.Bootstraps method)
(mlair.data_handler.input_bootstraps.Bootstraps method)
BranchedInputCNN (class in mlair.model_modules.branched_input_networks)
BranchedInputFCN (class in mlair.model_modules.branched_input_networks)
BranchedInputResNet (class in mlair.model_modules.branched_input_networks)
BranchedInputRNN (class in mlair.model_modules.branched_input_networks)
BranchedInputUNet (class in mlair.model_modules.branched_input_networks)
broadcast_custom_objects() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
build() (mlair.data_handler.abstract_data_handler.AbstractDataHandler class method)
(mlair.data_handler.AbstractDataHandler class method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter class method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter class method)
(mlair.data_handler.data_handler_neighbors.DataHandlerNeighbors class method)
(mlair.data_handler.DataHandlerNeighbors class method)
(mlair.data_handler.default_data_handler.DefaultDataHandler class method)
(mlair.data_handler.DefaultDataHandler class method)
build_model() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
build_update_transformation() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter class method)
C
calculate_average() (in module mlair.helpers.statistics)
calculate_average_errors() (mlair.PostProcessing static method)
(mlair.run_modules.post_processing.PostProcessing static method)
(mlair.run_modules.PostProcessing static method)
calculate_average_skill_scores() (mlair.PostProcessing static method)
(mlair.run_modules.post_processing.PostProcessing static method)
(mlair.run_modules.PostProcessing static method)
calculate_bias_free_data() (in module mlair.helpers.statistics)
calculate_bias_free_error_metrics() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
calculate_block_mse() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
calculate_error_metrics() (in module mlair.helpers.statistics)
(mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
calculate_feature_importance() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
calculate_feature_importance_skill_scores() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
calculate_test_score() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
call() (mlair.model_modules.advanced_paddings._ZeroPadding method)
(mlair.model_modules.advanced_paddings.ReflectionPadding2D method)
(mlair.model_modules.advanced_paddings.SymmetricPadding2D method)
(mlair.model_modules.probability_models.VarDense method)
call_transform() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation method)
CallbackHandler (class in mlair.model_modules.keras_extensions)
CAMSforecast (class in mlair.reference_models.reference_model_cams)
centre() (in module mlair.helpers.statistics)
centre_apply() (in module mlair.helpers.statistics)
centre_inverse() (in module mlair.helpers.statistics)
check_for_negative_concentrations() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
check_inverse_transform_params() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation static method)
check_nested_equality() (in module mlair.helpers)
(in module mlair.helpers.testing)
check_padding_format() (mlair.model_modules.advanced_paddings.PadUtils static method)
check_param() (mlair.model_modules.keras_extensions.LearningRateDecay static method)
check_path_and_create() (in module mlair.configuration)
(in module mlair.configuration.path_config)
check_station_meta() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation static method)
chem_indicator (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter attribute)
chem_vars (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
clbk_type (in module mlair.model_modules.keras_extensions)
clean_control() (mlair.plotting.tracker_plot.TrackChain static method)
clean_up() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
clear_data_store() (mlair.helpers.datastore.AbstractDataStore method)
clim_filter() (mlair.helpers.filter.ClimateFIRFilter method)
ClimateFIRFilter (class in mlair.helpers.filter)
climatological_skill_scores() (mlair.helpers.statistics.SkillScores method)
CNN (class in mlair.model_modules.convolutional_networks)
CNN_16_32_64 (class in mlair.model_modules.convolutional_networks)
CNNfromConfig (class in mlair.model_modules.convolutional_networks)
combine_meta_data() (in module mlair.helpers.data_sources.toar_data_v2)
combine_observation_and_apriori() (mlair.helpers.filter.ClimateFIRFilter method)
compile_model() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
compile_options() (mlair.AbstractModelClass property)
(mlair.model_modules.abstract_model_class.AbstractModelClass property)
(mlair.model_modules.AbstractModelClass property)
compute_output_shape() (mlair.model_modules.advanced_paddings._ZeroPadding method)
control_dict() (mlair.plotting.tracker_plot.TrackChain static method)
conv1d_args_preprocessor() (in module mlair.keras_legacy.interfaces)
conv2d_args_preprocessor() (in module mlair.keras_legacy.interfaces)
conv3d_args_preprocessor() (in module mlair.keras_legacy.interfaces)
conv_input_length() (in module mlair.keras_legacy.conv_utils)
conv_output_length() (in module mlair.keras_legacy.conv_utils)
conv_reparameterization_layer() (mlair.model_modules.probability_models.MyCNNProb method)
conv_settings_dict (in module mlair.model_modules.inception_model)
convert2xrda() (in module mlair.helpers.helpers)
convert_kernel() (in module mlair.keras_legacy.conv_utils)
convlstm2d_args_preprocessor() (in module mlair.keras_legacy.interfaces)
Convolution2DReparameterizationCustom (class in mlair.model_modules.probability_models)
copy_model() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
correct_data_format() (in module mlair.helpers.data_sources.join)
correct_overwrite_option() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter class method)
correct_stat_name() (in module mlair.helpers.data_sources.data_loader)
correct_timezone() (in module mlair.helpers.data_sources.toar_data_v2)
create_args_dict() (mlair.helpers.datastore.AbstractDataStore method)
create_collection() (mlair.data_handler.input_bootstraps.BootstrapIterator class method)
(mlair.data_handler.input_bootstraps.BootstrapIteratorBranch class method)
(mlair.data_handler.input_bootstraps.BootstrapIteratorSingleInput class method)
(mlair.data_handler.input_bootstraps.BootstrapIteratorVariable class method)
create_column_format_for_tex() (in module mlair.helpers.tables)
create_conv_tower() (mlair.model_modules.inception_model.InceptionModelBase method)
create_data_prep() (in module mlair.data_handler.data_handler_neighbors)
create_describe_df() (mlair.PreProcessing static method)
(mlair.run_modules.pre_processing.PreProcessing static method)
(mlair.run_modules.PreProcessing static method)
create_error_array() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
create_feature_importance_bootstrap_forecast() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
create_filter_index() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation method)
create_forecast_arrays() (mlair.PostProcessing static method)
(mlair.run_modules.post_processing.PostProcessing static method)
(mlair.run_modules.PostProcessing static method)
create_full_time_dim() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation static method)
(mlair.helpers.filter.ClimateFIRFilter static method)
(mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles static method)
(mlair.PostProcessing static method)
(mlair.run_modules.post_processing.PostProcessing static method)
(mlair.run_modules.PostProcessing static method)
create_fullindex() (mlair.PostProcessing static method)
(mlair.run_modules.post_processing.PostProcessing static method)
(mlair.run_modules.PostProcessing static method)
create_index_array() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation static method)
(mlair.helpers.filter.ClimateFIRFilter static method)
create_info_df() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
create_latex_report() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
create_model_checkpoint() (mlair.model_modules.keras_extensions.CallbackHandler method)
create_monitoring_plots() (mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
create_monthly_mean() (mlair.helpers.filter.ClimateFIRFilter method)
create_monthly_mean_from_daily_data() (mlair.helpers.statistics.SkillScores method)
create_monthly_unity_array() (mlair.helpers.filter.ClimateFIRFilter static method)
create_n_bootstrap_realizations() (in module mlair.helpers.statistics)
create_pool_tower() (mlair.model_modules.inception_model.InceptionModelBase method)
create_pseudo_timeseries() (mlair.helpers.filter.ClimateFIRFilter method)
create_seasonal_hourly_mean() (mlair.helpers.filter.ClimateFIRFilter method)
create_set_split() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
create_single_bootstrap_realization() (in module mlair.helpers.statistics)
create_snapshot() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
create_track_chain() (mlair.plotting.tracker_plot.TrackChain method)
create_track_chain_plot() (mlair.plotting.tracker_plot.TrackPlot method)
create_url() (in module mlair.helpers.data_sources.data_loader)
create_visualization() (mlair.helpers.filter.ClimateFIRFilter method)
(mlair.helpers.filter.FIRFilter method)
create_X() (mlair.data_handler.data_handler_neighbors.DummyDataHandler method)
create_Y() (mlair.data_handler.data_handler_neighbors.DummyDataHandler method)
custom_loss() (in module mlair.model_modules.loss)
custom_normal_prior() (mlair.model_modules.probability_models.MyCNNProb static method)
custom_objects() (mlair.AbstractModelClass property)
(mlair.model_modules.abstract_model_class.AbstractModelClass property)
(mlair.model_modules.AbstractModelClass property)
D
Data (in module mlair.helpers.statistics)
data_handler (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSampling attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilter attribute)
data_handler_climate_fir (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter attribute)
data_handler_fir (mlair.data_handler.data_handler_mixed_sampling.DataHandlerIFS attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter attribute)
data_handler_fir_pos (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter attribute)
data_handler_transformation (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSampling attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilter attribute)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilter attribute)
data_handler_unfiltered (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter attribute)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter attribute)
data_or_none (in module mlair.data_handler.data_handler_single_station)
data_store (mlair.run_modules.run_environment.RunEnvironment attribute)
(mlair.run_modules.RunEnvironment attribute)
(mlair.RunEnvironment attribute)
DataCollection (class in mlair.data_handler)
(class in mlair.data_handler.iterator)
DataHandlerClimateFirFilter (class in mlair.data_handler.data_handler_with_filter)
DataHandlerClimateFirFilterSingleStation (class in mlair.data_handler.data_handler_with_filter)
DataHandlerFilter (class in mlair.data_handler.data_handler_with_filter)
DataHandlerFilterSingleStation (class in mlair.data_handler.data_handler_with_filter)
DataHandlerFirFilter (class in mlair.data_handler.data_handler_with_filter)
DataHandlerFirFilterSingleStation (class in mlair.data_handler.data_handler_with_filter)
DataHandlerIFS (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerIFSSingleStation (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerMixedSampling (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerMixedSamplingSingleStation (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerMixedSamplingWithClimateAndFirFilter (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerMixedSamplingWithClimateFirFilter (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerMixedSamplingWithClimateFirFilterSingleStation (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerMixedSamplingWithFilterSingleStation (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerMixedSamplingWithFirFilter (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerMixedSamplingWithFirFilterSingleStation (class in mlair.data_handler.data_handler_mixed_sampling)
DataHandlerNeighbors (class in mlair.data_handler)
(class in mlair.data_handler.data_handler_neighbors)
DataHandlerSingleStation (class in mlair.data_handler.data_handler_single_station)
DataStoreByScope (class in mlair.helpers.datastore)
DataStoreByVariable (class in mlair.helpers.datastore)
date (in module mlair.data_handler.data_handler_single_station)
deconv2d_args_preprocessor() (in module mlair.keras_legacy.interfaces)
deconv_length() (in module mlair.keras_legacy.conv_utils)
DEFAULT_BATCH_SIZE (in module mlair.configuration.defaults)
DEFAULT_COMPETITORS (in module mlair.configuration.defaults)
DEFAULT_CREATE_NEW_MODEL (in module mlair.configuration.defaults)
DEFAULT_CREATE_SNAPSHOT (in module mlair.configuration.defaults)
DEFAULT_DATA_ORIGIN (in module mlair.configuration.defaults)
DEFAULT_DIMENSIONS (in module mlair.configuration.defaults)
DEFAULT_DO_BIAS_FREE_EVALUATION (in module mlair.configuration.defaults)
DEFAULT_DO_UNCERTAINTY_ESTIMATE (in module mlair.configuration.defaults)
DEFAULT_EARLY_STOPPING_EPOCHS (in module mlair.configuration.defaults)
DEFAULT_END (in module mlair.configuration.defaults)
DEFAULT_EPOCHS (in module mlair.configuration.defaults)
DEFAULT_EVALUATE_FEATURE_IMPORTANCE (in module mlair.configuration.defaults)
DEFAULT_EXTEND_LENGTH_OPTS (mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation attribute)
DEFAULT_EXTREME_VALUES (in module mlair.configuration.defaults)
DEFAULT_EXTREMES_ON_RIGHT_TAIL_ONLY (in module mlair.configuration.defaults)
DEFAULT_FEATURE_IMPORTANCE_BOOTSTRAP_METHOD (in module mlair.configuration.defaults)
DEFAULT_FEATURE_IMPORTANCE_BOOTSTRAP_TYPE (in module mlair.configuration.defaults)
DEFAULT_FEATURE_IMPORTANCE_CREATE_NEW_BOOTSTRAPS (in module mlair.configuration.defaults)
DEFAULT_FEATURE_IMPORTANCE_N_BOOTS (in module mlair.configuration.defaults)
DEFAULT_FILTER_ADD_UNFILTERED (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter attribute)
DEFAULT_FILTER_DIM (mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation attribute)
DEFAULT_FRACTION_OF_TRAINING (in module mlair.configuration.defaults)
DEFAULT_HPC_HOST_LIST (in module mlair.configuration.defaults)
DEFAULT_HPC_LOGIN_LIST (in module mlair.configuration.defaults)
DEFAULT_INTERPOLATION_LIMIT (in module mlair.configuration.defaults)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_INTERPOLATION_METHOD (in module mlair.configuration.defaults)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_ITER_DIM (in module mlair.configuration.defaults)
(in module mlair.helpers.data_sources.data_loader)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
(mlair.data_handler.default_data_handler.DefaultDataHandler attribute)
(mlair.data_handler.DefaultDataHandler attribute)
DEFAULT_MAX_NUMBER_MULTIPROCESSING (in module mlair.configuration.defaults)
DEFAULT_OVERWRITE_LAZY_DATA (in module mlair.configuration.defaults)
DEFAULT_OVERWRITE_LOCAL_DATA (in module mlair.configuration.defaults)
DEFAULT_PERMUTE_DATA (in module mlair.configuration.defaults)
DEFAULT_PLOT_LIST (in module mlair.configuration.defaults)
DEFAULT_RESTORE_BEST_MODEL_WEIGHTS (in module mlair.configuration.defaults)
DEFAULT_SAMPLING (in module mlair.configuration.defaults)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_START (in module mlair.configuration.defaults)
DEFAULT_STATION_TYPE (in module mlair.configuration.defaults)
DEFAULT_STATIONS (in module mlair.configuration.defaults)
DEFAULT_TARGET_DIM (in module mlair.configuration.defaults)
(in module mlair.helpers.data_sources.data_loader)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_TARGET_VAR (in module mlair.configuration.defaults)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_TEST_END (in module mlair.configuration.defaults)
DEFAULT_TEST_MIN_LENGTH (in module mlair.configuration.defaults)
DEFAULT_TEST_START (in module mlair.configuration.defaults)
DEFAULT_TIME_DIM (in module mlair.configuration.defaults)
(in module mlair.helpers.data_sources.data_loader)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
(mlair.data_handler.default_data_handler.DefaultDataHandler attribute)
(mlair.data_handler.DefaultDataHandler attribute)
DEFAULT_TRAIN_END (in module mlair.configuration.defaults)
DEFAULT_TRAIN_MIN_LENGTH (in module mlair.configuration.defaults)
DEFAULT_TRAIN_MODEL (in module mlair.configuration.defaults)
DEFAULT_TRAIN_START (in module mlair.configuration.defaults)
DEFAULT_TRAIN_VAL_MIN_LENGTH (in module mlair.configuration.defaults)
DEFAULT_UNCERTAINTY_ESTIMATE_BLOCK_LENGTH (in module mlair.configuration.defaults)
DEFAULT_UNCERTAINTY_ESTIMATE_EVALUATE_COMPETITORS (in module mlair.configuration.defaults)
DEFAULT_UNCERTAINTY_ESTIMATE_N_BOOTS (in module mlair.configuration.defaults)
DEFAULT_USE_ALL_STATIONS_ON_ALL_DATA_SETS (in module mlair.configuration.defaults)
DEFAULT_USE_MULTIPROCESSING (in module mlair.configuration.defaults)
DEFAULT_USE_MULTIPROCESSING_ON_DEBUG (in module mlair.configuration.defaults)
DEFAULT_VAL_END (in module mlair.configuration.defaults)
DEFAULT_VAL_MIN_LENGTH (in module mlair.configuration.defaults)
DEFAULT_VAL_START (in module mlair.configuration.defaults)
DEFAULT_VAR_ALL_DICT (in module mlair.configuration.defaults)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_VARIABLES (in module mlair.configuration.defaults)
DEFAULT_WINDOW_DIM (in module mlair.configuration.defaults)
(in module mlair.helpers.data_sources.data_loader)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_WINDOW_HISTORY_END (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_WINDOW_HISTORY_OFFSET (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_WINDOW_HISTORY_SIZE (in module mlair.configuration.defaults)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_WINDOW_LEAD_TIME (in module mlair.configuration.defaults)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation attribute)
DEFAULT_WINDOW_TYPE (mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation attribute)
DefaultDataHandler (class in mlair.data_handler)
(class in mlair.data_handler.default_data_handler)
DefaultWorkflow (class in mlair.workflows)
(class in mlair.workflows.default_workflow)
DefaultWorkflowHPC (class in mlair.workflows)
(class in mlair.workflows.default_workflow)
deg2rad_all_points() (in module mlair.helpers.geofunctions)
del_by_exit (mlair.run_modules.run_environment.RunEnvironment attribute)
(mlair.run_modules.RunEnvironment attribute)
(mlair.RunEnvironment attribute)
DenseVariationalCustom (class in mlair.model_modules.probability_models)
dict_to_xarray() (in module mlair.helpers)
(in module mlair.helpers.helpers)
do_stuff() (mlair.run_modules.run_environment.RunEnvironment static method)
(mlair.run_modules.RunEnvironment static method)
(mlair.RunEnvironment static method)
download_data() (in module mlair.helpers.data_sources)
(in module mlair.helpers.data_sources.data_loader)
download_from_b2share() (mlair.reference_models.abstract_reference_model.AbstractReferenceB2share method)
download_join() (in module mlair.helpers.data_sources.join)
download_toar() (in module mlair.helpers.data_sources.toar_data)
(in module mlair.helpers.data_sources.toar_data_v2)
DummyDataHandler (class in mlair.data_handler.data_handler_neighbors)
duration() (mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
E
e_sat() (in module mlair.helpers.meteo)
embedding_kwargs_preprocessor() (in module mlair.keras_legacy.interfaces)
EmptyQueryResult
EmptyScope
EpoTimingCallback (class in mlair.model_modules.keras_extensions)
era5_settings() (in module mlair.configuration.era5_settings)
estimate_filter_width() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFirFilterSingleStation method)
estimate_sample_uncertainty() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
expand_dims_initial_time() (in module mlair.helpers.data_sources.ifs)
ExperimentSetup (class in mlair)
(class in mlair.run_modules)
(class in mlair.run_modules.experiment_setup)
extend_apriori() (mlair.helpers.filter.ClimateFIRFilter static method)
extract_timeseries_data() (in module mlair.helpers.data_sources.toar_data_v2)
extract_value() (in module mlair.helpers)
(in module mlair.helpers.helpers)
F
f_inspect_error() (in module mlair.run_modules.pre_processing)
f_proc() (in module mlair.data_handler.default_data_handler)
(in module mlair.data_handler.iterator)
(in module mlair.plotting.data_insight_plotting)
(in module mlair.run_modules.pre_processing)
f_proc_2() (in module mlair.plotting.data_insight_plotting)
f_proc_create_info_df() (in module mlair.run_modules.pre_processing)
f_proc_hist() (in module mlair.plotting.data_insight_plotting)
FCN (class in mlair.model_modules.fully_connected_networks)
FCN_64_32_16 (class in mlair.model_modules.fully_connected_networks)
file_list() (mlair.reference_models.reference_model_intellio3_v1.IntelliO3_ts_v1 method)
filter_coefficients() (mlair.helpers.filter.FIRFilter property)
filter_dict_by_value() (in module mlair.helpers)
(in module mlair.helpers.helpers)
filter_network() (in module mlair.helpers.data_sources.join)
filter_width_kzf() (in module mlair.helpers.filter)
filtered_data() (mlair.helpers.filter.FIRFilter property)
fir_filter() (in module mlair.helpers.filter)
(mlair.helpers.filter.FIRFilter method)
fir_filter_convolve() (in module mlair.helpers.filter)
FIRFilter (class in mlair.helpers.filter)
firwin_kzf() (in module mlair.helpers.filter)
flatten() (mlair.model_modules.linear_model.OrdinaryLeastSquaredModel static method)
flatten_tail() (in module mlair.model_modules.flatten)
float_round() (in module mlair.helpers)
(in module mlair.helpers.helpers)
formatter (in module mlair.run_modules.experiment_setup)
G
general_skill_score() (mlair.helpers.statistics.SkillScores method)
generate_legacy_interface() (in module mlair.keras_legacy.interfaces)
generate_legacy_method_interface (in module mlair.keras_legacy.interfaces)
generator_methods_args_preprocessor() (in module mlair.keras_legacy.interfaces)
get() (mlair.helpers.datastore.AbstractDataStore method)
(mlair.helpers.datastore.DataStoreByScope method)
(mlair.helpers.datastore.DataStoreByVariable method)
get_activation() (in module mlair.model_modules.flatten)
get_all_args() (in module mlair.helpers.testing)
get_all_dims() (mlair.plotting.tracker_plot.TrackChain static method)
get_all_scopes() (mlair.plotting.tracker_plot.TrackChain method)
get_asteriks_from_mann_whitney_u_result() (mlair.plotting.postprocessing_plotting.PlotSampleUncertaintyFromBootstrap property)
get_callback_by_name() (mlair.model_modules.keras_extensions.CallbackHandler method)
get_callbacks() (mlair.model_modules.keras_extensions.CallbackHandler method)
get_checkpoint() (mlair.model_modules.keras_extensions.CallbackHandler method)
get_config() (mlair.model_modules.advanced_paddings._ZeroPadding method)
(mlair.model_modules.probability_models.Convolution2DReparameterizationCustom method)
(mlair.model_modules.probability_models.DenseVariationalCustom method)
(mlair.model_modules.probability_models.VarDense method)
get_coordinates() (mlair.data_handler.abstract_data_handler.AbstractDataHandler method)
(mlair.data_handler.AbstractDataHandler method)
(mlair.data_handler.data_handler_neighbors.DataHandlerNeighbors method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.DataHandlerNeighbors method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
get_coords_from_index() (mlair.plotting.postprocessing_plotting.PlotErrorsOnMap static method)
get_count() (mlair.helpers.statistics.SkillScores method)
get_data() (in module mlair.helpers.data_sources.data_loader)
(mlair.data_handler.abstract_data_handler.AbstractDataHandler method)
(mlair.data_handler.AbstractDataHandler method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
get_data_with_query() (in module mlair.helpers.data_sources.data_loader)
get_dataset_colors() (mlair.plotting.abstract_plot_class.AbstractPlotClass static method)
get_default() (mlair.helpers.datastore.AbstractDataStore method)
get_defaults() (in module mlair.configuration.defaults)
get_distinct_branches_from_bootstrap_iter() (mlair.PostProcessing static method)
(mlair.run_modules.post_processing.PostProcessing static method)
(mlair.run_modules.PostProcessing static method)
get_error_metrics_long_name() (in module mlair.helpers.statistics)
get_error_metrics_units() (in module mlair.helpers.statistics)
get_forecast_run_delta() (mlair.helpers.filter.ClimateFIRFilter static method)
get_host() (in module mlair.configuration)
(in module mlair.configuration.path_config)
get_model_name_combinations() (mlair.helpers.statistics.SkillScores method)
get_model_settings() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
get_observation() (mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
get_order() (in module mlair.helpers.helpers)
get_orig_prediction() (mlair.data_handler.Bootstraps method)
(mlair.data_handler.input_bootstraps.Bootstraps method)
(mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
get_padding_for_same() (mlair.model_modules.advanced_paddings.PadUtils static method)
get_settings() (mlair.AbstractModelClass method)
(mlair.model_modules.abstract_model_class.AbstractModelClass method)
(mlair.model_modules.AbstractModelClass method)
get_store_attributes() (mlair.data_handler.abstract_data_handler.AbstractDataHandler method)
(mlair.data_handler.AbstractDataHandler method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
get_transposed_history() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation method)
get_transposed_label() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
get_unique_scopes() (mlair.plotting.tracker_plot.TrackChain static method)
get_updates_arg_preprocessing() (in module mlair.keras_legacy.interfaces)
get_version() (in module mlair)
,
[1]
get_X() (mlair.data_handler.abstract_data_handler.AbstractDataHandler method)
(mlair.data_handler.AbstractDataHandler method)
(mlair.data_handler.data_handler_neighbors.DummyDataHandler method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
get_X_original() (mlair.data_handler.data_handler_with_filter.DataHandlerFilter method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
get_Y() (mlair.data_handler.abstract_data_handler.AbstractDataHandler method)
(mlair.data_handler.AbstractDataHandler method)
(mlair.data_handler.data_handler_neighbors.DummyDataHandler method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
get_Y_original() (mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
H
harmonise_X() (mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
haversine_dist() (in module mlair.helpers.geofunctions)
history_object (in module mlair.plotting.training_monitoring)
HistoryAdvanced (class in mlair.model_modules.keras_extensions)
HyperSearchWorkflow (class in mlair.workflows.custom_workflows)
I
ifs_settings() (in module mlair.configuration.ifs_settings)
inception_block() (mlair.model_modules.inception_model.InceptionModelBase method)
InceptionModelBase (class in mlair.model_modules.inception_model)
index_of_agreement() (in module mlair.helpers.statistics)
initial_apriori_data() (mlair.helpers.filter.ClimateFIRFilter property)
InputSpec (class in mlair.model_modules.advanced_paddings)
IntelliO3_ts_architecture (class in mlair.model_modules.model_class)
IntelliO3_ts_v1 (class in mlair.reference_models.reference_model_intellio3_v1)
interpolate() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
inverse_transform() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
io3 (in module mlair.reference_models.reference_model_intellio3_v1)
is_reference_available_locally() (mlair.reference_models.abstract_reference_model.AbstractReferenceModel static method)
is_xarray() (in module mlair.helpers.helpers)
J
join_settings() (in module mlair.configuration.join_settings)
K
KerasIterator (class in mlair.data_handler)
(class in mlair.data_handler.iterator)
kernel_1 (in module mlair.model_modules.advanced_paddings)
keys() (mlair.data_handler.DataCollection method)
(mlair.data_handler.iterator.DataCollection method)
KolmogorovZurbenkoBaseClass (class in mlair.helpers.filter)
KolmogorovZurbenkoFilterMovingWindow (class in mlair.helpers.filter)
kz_filter() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
(mlair.helpers.filter.KolmogorovZurbenkoFilterMovingWindow method)
kz_filter_new() (mlair.helpers.filter.KolmogorovZurbenkoFilterMovingWindow method)
L
l_p_loss() (in module mlair.model_modules.loss)
laplace_prior() (mlair.model_modules.probability_models.MyCNNProb static method)
LearningRateDecay (class in mlair.model_modules.keras_extensions)
legacy_add_weight_support (in module mlair.keras_legacy.interfaces)
legacy_batchnorm_support (in module mlair.keras_legacy.interfaces)
legacy_conv1d_support (in module mlair.keras_legacy.interfaces)
legacy_conv2d_support (in module mlair.keras_legacy.interfaces)
legacy_conv3d_support (in module mlair.keras_legacy.interfaces)
legacy_convlstm2d_support (in module mlair.keras_legacy.interfaces)
legacy_cropping2d_support (in module mlair.keras_legacy.interfaces)
legacy_cropping3d_support (in module mlair.keras_legacy.interfaces)
legacy_deconv2d_support (in module mlair.keras_legacy.interfaces)
legacy_dense_support (in module mlair.keras_legacy.interfaces)
legacy_dropout_support (in module mlair.keras_legacy.interfaces)
legacy_embedding_support (in module mlair.keras_legacy.interfaces)
legacy_gaussiandropout_support (in module mlair.keras_legacy.interfaces)
legacy_gaussiannoise_support (in module mlair.keras_legacy.interfaces)
legacy_generator_methods_support (in module mlair.keras_legacy.interfaces)
legacy_get_updates_support (in module mlair.keras_legacy.interfaces)
legacy_global_pooling_support (in module mlair.keras_legacy.interfaces)
legacy_input_support (in module mlair.keras_legacy.interfaces)
legacy_lambda_support (in module mlair.keras_legacy.interfaces)
legacy_model_constructor_support (in module mlair.keras_legacy.interfaces)
legacy_pooling1d_support (in module mlair.keras_legacy.interfaces)
legacy_pooling2d_support (in module mlair.keras_legacy.interfaces)
legacy_pooling3d_support (in module mlair.keras_legacy.interfaces)
legacy_prelu_support (in module mlair.keras_legacy.interfaces)
legacy_recurrent_support (in module mlair.keras_legacy.interfaces)
legacy_separable_conv2d_support (in module mlair.keras_legacy.interfaces)
legacy_spatialdropout1d_support (in module mlair.keras_legacy.interfaces)
legacy_spatialdropoutNd_support (in module mlair.keras_legacy.interfaces)
legacy_upsampling1d_support (in module mlair.keras_legacy.interfaces)
legacy_upsampling2d_support (in module mlair.keras_legacy.interfaces)
legacy_upsampling3d_support (in module mlair.keras_legacy.interfaces)
legacy_zeropadding2d_support (in module mlair.keras_legacy.interfaces)
legacy_zeropadding3d_support (in module mlair.keras_legacy.interfaces)
line() (mlair.plotting.tracker_plot.TrackPlot method)
list_all_names() (mlair.helpers.datastore.AbstractDataStore method)
(mlair.helpers.datastore.DataStoreByScope method)
(mlair.helpers.datastore.DataStoreByVariable method)
list_all_scopes() (mlair.helpers.datastore.AbstractDataStore method)
(mlair.helpers.datastore.DataStoreByScope method)
(mlair.helpers.datastore.DataStoreByVariable method)
list_locally_available_references() (mlair.reference_models.reference_model_cams.CAMSforecast static method)
load_and_interpolate() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerIFSSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
load_callbacks() (mlair.model_modules.keras_extensions.CallbackHandler method)
load_competitors() (mlair.plotting.postprocessing_plotting.PlotConditionalQuantiles method)
(mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
load_data() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
load_era5() (in module mlair.helpers.data_sources.era5)
load_ifs() (in module mlair.helpers.data_sources.ifs)
load_lazy() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
load_model() (mlair.AbstractModelClass method)
(mlair.model_modules.abstract_model_class.AbstractModelClass method)
(mlair.model_modules.AbstractModelClass method)
(mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
load_series_information() (in module mlair.helpers.data_sources.join)
load_snapshot() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
load_station_information() (in module mlair.helpers.data_sources.toar_data_v2)
load_timeseries_data() (in module mlair.helpers.data_sources.toar_data_v2)
load_timeseries_information() (in module mlair.helpers.data_sources.toar_data_v2)
load_variables_information() (in module mlair.helpers.data_sources.toar_data_v2)
log() (in module mlair.helpers.statistics)
log_apply() (in module mlair.helpers.statistics)
log_inverse() (in module mlair.helpers.statistics)
Logger (class in mlair.helpers)
(class in mlair.helpers.logger)
logger (mlair.run_modules.run_environment.RunEnvironment attribute)
(mlair.run_modules.RunEnvironment attribute)
(mlair.RunEnvironment attribute)
logger_console() (mlair.helpers.Logger method)
(mlair.helpers.logger.Logger method)
loss_fn() (mlair.model_modules.probability_models.MyCNNProb static method)
lr_object (in module mlair.plotting.training_monitoring)
M
make_history_window() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerClimateFirFilterSingleStation method)
make_input_target() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerIFSSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingSingleStation method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation method)
make_keras_pickable() (in module mlair.helpers)
(in module mlair.helpers.helpers)
make_labels() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
make_observation() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
make_predict_function() (mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
make_prediction() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
make_reference_available_locally() (mlair.reference_models.abstract_reference_model.AbstractReferenceB2share method)
(mlair.reference_models.abstract_reference_model.AbstractReferenceModel method)
(mlair.reference_models.reference_model_cams.CAMSforecast method)
(mlair.reference_models.reference_model_intellio3_v1.IntelliO3_ts_v1 method)
make_samples() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
mann_whitney_u_test() (in module mlair.helpers.statistics)
MAX_NUMBER_MULTIPROCESSING (mlair.data_handler.default_data_handler.DefaultDataHandler attribute)
(mlair.data_handler.DefaultDataHandler attribute)
mean_absolute_error() (in module mlair.helpers.statistics)
mean_error() (in module mlair.helpers.statistics)
mean_squared_error() (in module mlair.helpers.statistics)
MeanBootstraps (class in mlair.data_handler.input_bootstraps)
merge_data() (in module mlair.helpers.data_sources.toar_data_v2)
merge_toar_join() (in module mlair.helpers.data_sources.toar_data)
meteo_indicator (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter attribute)
min_max() (in module mlair.helpers.statistics)
min_max_apply() (in module mlair.helpers.statistics)
min_max_inverse() (in module mlair.helpers.statistics)
mlair
module
,
[1]
mlair.configuration
module
mlair.configuration.defaults
module
mlair.configuration.era5_settings
module
mlair.configuration.ifs_settings
module
mlair.configuration.join_settings
module
mlair.configuration.path_config
module
mlair.configuration.snapshot_names
module
mlair.configuration.toar_data_v2_settings
module
mlair.data_handler
module
mlair.data_handler.abstract_data_handler
module
mlair.data_handler.data_handler_mixed_sampling
module
mlair.data_handler.data_handler_neighbors
module
mlair.data_handler.data_handler_single_station
module
mlair.data_handler.data_handler_with_filter
module
mlair.data_handler.default_data_handler
module
mlair.data_handler.input_bootstraps
module
mlair.data_handler.iterator
module
mlair.helpers
module
mlair.helpers.data_sources
module
mlair.helpers.data_sources.data_loader
module
mlair.helpers.data_sources.era5
module
mlair.helpers.data_sources.ifs
module
mlair.helpers.data_sources.join
module
mlair.helpers.data_sources.toar_data
module
mlair.helpers.data_sources.toar_data_v2
module
mlair.helpers.datastore
module
mlair.helpers.filter
module
mlair.helpers.geofunctions
module
mlair.helpers.helpers
module
mlair.helpers.logger
module
mlair.helpers.meteo
module
mlair.helpers.statistics
module
mlair.helpers.tables
module
mlair.helpers.testing
module
mlair.helpers.time_tracking
module
mlair.keras_legacy
module
mlair.keras_legacy.conv_utils
module
mlair.keras_legacy.interfaces
module
mlair.model_modules
module
mlair.model_modules.abstract_model_class
module
mlair.model_modules.advanced_paddings
module
mlair.model_modules.branched_input_networks
module
mlair.model_modules.convolutional_networks
module
mlair.model_modules.flatten
module
mlair.model_modules.fully_connected_networks
module
mlair.model_modules.inception_model
module
mlair.model_modules.keras_extensions
module
mlair.model_modules.linear_model
module
mlair.model_modules.loss
module
mlair.model_modules.model_class
module
mlair.model_modules.probability_models
module
mlair.model_modules.recurrent_networks
module
mlair.model_modules.residual_networks
module
mlair.model_modules.u_networks
module
mlair.plotting
module
mlair.plotting.abstract_plot_class
module
mlair.plotting.data_insight_plotting
module
mlair.plotting.postprocessing_plotting
module
mlair.plotting.tracker_plot
module
mlair.plotting.training_monitoring
module
mlair.reference_models
module
mlair.reference_models.abstract_reference_model
module
mlair.reference_models.reference_model_cams
module
mlair.reference_models.reference_model_intellio3_v1
module
mlair.run_modules
module
mlair.run_modules.experiment_setup
module
mlair.run_modules.model_setup
module
mlair.run_modules.partition_check
module
mlair.run_modules.post_processing
module
mlair.run_modules.pre_processing
module
mlair.run_modules.run_environment
module
mlair.run_modules.training
module
mlair.run_script
module
mlair.workflows
module
mlair.workflows.abstract_workflow
module
mlair.workflows.custom_workflows
module
mlair.workflows.default_workflow
module
model (mlair.model_modules.keras_extensions.EpoTimingCallback attribute)
model() (mlair.AbstractModelClass property)
(mlair.model_modules.abstract_model_class.AbstractModelClass property)
(mlair.model_modules.AbstractModelClass property)
ModelCheckpointAdvanced (class in mlair.model_modules.keras_extensions)
models_default (mlair.helpers.statistics.SkillScores attribute)
ModelSetup (class in mlair)
(class in mlair.run_modules)
(class in mlair.run_modules.model_setup)
modified_normalized_mean_bias() (in module mlair.helpers.statistics)
module
mlair
,
[1]
mlair.configuration
mlair.configuration.defaults
mlair.configuration.era5_settings
mlair.configuration.ifs_settings
mlair.configuration.join_settings
mlair.configuration.path_config
mlair.configuration.snapshot_names
mlair.configuration.toar_data_v2_settings
mlair.data_handler
mlair.data_handler.abstract_data_handler
mlair.data_handler.data_handler_mixed_sampling
mlair.data_handler.data_handler_neighbors
mlair.data_handler.data_handler_single_station
mlair.data_handler.data_handler_with_filter
mlair.data_handler.default_data_handler
mlair.data_handler.input_bootstraps
mlair.data_handler.iterator
mlair.helpers
mlair.helpers.data_sources
mlair.helpers.data_sources.data_loader
mlair.helpers.data_sources.era5
mlair.helpers.data_sources.ifs
mlair.helpers.data_sources.join
mlair.helpers.data_sources.toar_data
mlair.helpers.data_sources.toar_data_v2
mlair.helpers.datastore
mlair.helpers.filter
mlair.helpers.geofunctions
mlair.helpers.helpers
mlair.helpers.logger
mlair.helpers.meteo
mlair.helpers.statistics
mlair.helpers.tables
mlair.helpers.testing
mlair.helpers.time_tracking
mlair.keras_legacy
mlair.keras_legacy.conv_utils
mlair.keras_legacy.interfaces
mlair.model_modules
mlair.model_modules.abstract_model_class
mlair.model_modules.advanced_paddings
mlair.model_modules.branched_input_networks
mlair.model_modules.convolutional_networks
mlair.model_modules.flatten
mlair.model_modules.fully_connected_networks
mlair.model_modules.inception_model
mlair.model_modules.keras_extensions
mlair.model_modules.linear_model
mlair.model_modules.loss
mlair.model_modules.model_class
mlair.model_modules.probability_models
mlair.model_modules.recurrent_networks
mlair.model_modules.residual_networks
mlair.model_modules.u_networks
mlair.plotting
mlair.plotting.abstract_plot_class
mlair.plotting.data_insight_plotting
mlair.plotting.postprocessing_plotting
mlair.plotting.tracker_plot
mlair.plotting.training_monitoring
mlair.reference_models
mlair.reference_models.abstract_reference_model
mlair.reference_models.reference_model_cams
mlair.reference_models.reference_model_intellio3_v1
mlair.run_modules
mlair.run_modules.experiment_setup
mlair.run_modules.model_setup
mlair.run_modules.partition_check
mlair.run_modules.post_processing
mlair.run_modules.pre_processing
mlair.run_modules.run_environment
mlair.run_modules.training
mlair.run_script
mlair.workflows
mlair.workflows.abstract_workflow
mlair.workflows.custom_workflows
mlair.workflows.default_workflow
multiply_extremes() (mlair.data_handler.default_data_handler.DefaultDataHandler method)
(mlair.data_handler.DefaultDataHandler method)
MyBranchedModel (class in mlair.model_modules.model_class)
MyCNNProb (class in mlair.model_modules.probability_models)
mylayer (in module mlair.model_modules.probability_models)
MyLittleModelHourly (class in mlair.model_modules.model_class)
MyTowerModel (class in mlair.model_modules.model_class)
MyUnetProb (class in mlair.model_modules.probability_models)
N
name() (mlair.data_handler.DataCollection property)
(mlair.data_handler.iterator.DataCollection property)
NameNotFoundInDataStore
NameNotFoundInScope
nll() (in module mlair.model_modules.probability_models)
normalize_data_format() (in module mlair.model_modules.advanced_paddings)
normalize_padding() (in module mlair.keras_legacy.conv_utils)
normalize_tuple() (in module mlair.keras_legacy.conv_utils)
num_or_list (in module mlair.data_handler.data_handler_neighbors)
(in module mlair.data_handler.data_handler_single_station)
(in module mlair.data_handler.default_data_handler)
number (in module mlair.data_handler.data_handler_neighbors)
(in module mlair.data_handler.data_handler_single_station)
(in module mlair.data_handler.default_data_handler)
O
omega_null() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
omega_null_kzf() (in module mlair.helpers.filter)
on_epoch_begin() (mlair.model_modules.keras_extensions.EpoTimingCallback method)
(mlair.model_modules.keras_extensions.LearningRateDecay method)
on_epoch_end() (mlair.data_handler.iterator.KerasIterator method)
(mlair.data_handler.KerasIterator method)
(mlair.model_modules.keras_extensions.EpoTimingCallback method)
(mlair.model_modules.keras_extensions.ModelCheckpointAdvanced method)
on_train_begin() (mlair.model_modules.keras_extensions.HistoryAdvanced method)
(mlair.model_modules.keras_extensions.LearningRateDecay method)
ordinary_least_squared_model() (mlair.model_modules.linear_model.OrdinaryLeastSquaredModel static method)
OrdinaryLeastSquaredModel (class in mlair.model_modules.linear_model)
own_args() (mlair.AbstractModelClass class method)
(mlair.data_handler.abstract_data_handler.AbstractDataHandler class method)
(mlair.data_handler.AbstractDataHandler class method)
(mlair.model_modules.abstract_model_class.AbstractModelClass class method)
(mlair.model_modules.AbstractModelClass class method)
P
Padding2D (class in mlair.model_modules.advanced_paddings)
padding_type (mlair.model_modules.advanced_paddings.Padding2D attribute)
PadUtils (class in mlair.model_modules.advanced_paddings)
params (mlair.model_modules.keras_extensions.EpoTimingCallback attribute)
PartitionCheck (class in mlair.run_modules)
(class in mlair.run_modules.partition_check)
period_null() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
period_null_days() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
plot() (mlair.plotting.postprocessing_plotting.PlotErrorsOnMap method)
(mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
plot_model() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
plot_track_chain() (mlair.plotting.tracker_plot.TrackPlot method)
plot_transfer_function() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
PlotAvailability (class in mlair.plotting.data_insight_plotting)
PlotAvailabilityHistogram (class in mlair.plotting.data_insight_plotting)
PlotClimateFirFilter (class in mlair.plotting.data_insight_plotting)
PlotClimatologicalSkillScore (class in mlair.plotting.postprocessing_plotting)
PlotCompetitiveSkillScore (class in mlair.plotting.postprocessing_plotting)
PlotConditionalQuantiles (class in mlair.plotting.postprocessing_plotting)
PlotDataHistogram (class in mlair.plotting.data_insight_plotting)
PlotDataMonthlyDistribution (class in mlair.plotting.data_insight_plotting)
PlotErrorsOnMap (class in mlair.plotting.postprocessing_plotting)
PlotFeatureImportanceSkillScore (class in mlair.plotting.postprocessing_plotting)
PlotFirFilter (class in mlair.plotting.data_insight_plotting)
PlotModelHistory (class in mlair.plotting.training_monitoring)
PlotModelLearningRate (class in mlair.plotting.training_monitoring)
PlotMonthlySummary (class in mlair.plotting.postprocessing_plotting)
PlotPeriodogram (class in mlair.plotting.data_insight_plotting)
PlotSampleUncertaintyFromBootstrap (class in mlair.plotting.postprocessing_plotting)
PlotSeasonalMSEStack (class in mlair.plotting.postprocessing_plotting)
PlotSeparationOfScales (class in mlair.plotting.postprocessing_plotting)
PlotStationMap (class in mlair.plotting.data_insight_plotting)
PlotTimeEvolutionMetric (class in mlair.plotting.postprocessing_plotting)
PlotTimeSeries (class in mlair.plotting.postprocessing_plotting)
posterior() (in module mlair.model_modules.probability_models)
(mlair.model_modules.probability_models.MyUnetProb static method)
PostProcessing (class in mlair)
(class in mlair.run_modules)
(class in mlair.run_modules.post_processing)
predict() (mlair.model_modules.linear_model.OrdinaryLeastSquaredModel method)
prepare_build() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter class method)
prepare_competitors() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
prepare_data() (mlair.plotting.postprocessing_plotting.PlotSampleUncertaintyFromBootstrap method)
prepare_host() (in module mlair.configuration)
(in module mlair.configuration.path_config)
prepare_meta() (in module mlair.helpers.data_sources.toar_data_v2)
preprocess_era5_single_file() (in module mlair.helpers.data_sources.era5)
preprocess_ifs_single_file() (in module mlair.helpers.data_sources.ifs)
PreProcessing (class in mlair)
(class in mlair.run_modules)
(class in mlair.run_modules.pre_processing)
prior() (in module mlair.model_modules.probability_models)
(mlair.model_modules.probability_models.MyUnetProb static method)
prior_trainable() (in module mlair.model_modules.probability_models)
ProbTestModel (class in mlair.model_modules.probability_models)
ProbTestModel2 (class in mlair.model_modules.probability_models)
ProbTestModel3 (class in mlair.model_modules.probability_models)
ProbTestModel4 (class in mlair.model_modules.probability_models)
ProbTestModelMixture (class in mlair.model_modules.probability_models)
PyTestAllEqual() (in module mlair.helpers)
(in module mlair.helpers.testing)
PyTestRegex (class in mlair.helpers)
(class in mlair.helpers.testing)
R
raise_duplicate_arg_error() (in module mlair.keras_legacy.interfaces)
raise_error_if_vars_do_not_exist() (mlair.plotting.postprocessing_plotting.PlotFeatureImportanceSkillScore method)
read_and_drop() (mlair.reference_models.reference_model_intellio3_v1.IntelliO3_ts_v1 method)
rect() (mlair.plotting.tracker_plot.TrackPlot method)
recurrent_args_preprocessor() (in module mlair.keras_legacy.interfaces)
ReflectionPadding2D (class in mlair.model_modules.advanced_paddings)
relative_humidity_from_dewpoint() (in module mlair.helpers.meteo)
relative_round() (in module mlair.helpers.helpers)
remove_items() (in module mlair.helpers)
(in module mlair.helpers.helpers)
remove_nan() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
rename_boot_var_with_branch() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
rename_model_indicator() (mlair.plotting.postprocessing_plotting.PlotSampleUncertaintyFromBootstrap method)
repeat_data() (mlair.PostProcessing static method)
(mlair.run_modules.post_processing.PostProcessing static method)
(mlair.run_modules.PostProcessing static method)
report_error_metrics() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
report_feature_importance_results() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
report_model() (mlair.ModelSetup method)
(mlair.run_modules.model_setup.ModelSetup method)
(mlair.run_modules.ModelSetup method)
report_pre_processing() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
report_sample_uncertainty() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
report_training() (mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
represent_p_values_as_asteriks() (in module mlair.helpers.statistics)
requirements() (mlair.AbstractModelClass class method)
(mlair.data_handler.abstract_data_handler.AbstractDataHandler class method)
(mlair.data_handler.AbstractDataHandler class method)
(mlair.model_modules.abstract_model_class.AbstractModelClass class method)
(mlair.model_modules.AbstractModelClass class method)
reshape_xarray_to_numpy() (mlair.model_modules.linear_model.OrdinaryLeastSquaredModel static method)
residual_block() (mlair.model_modules.residual_networks.ResNet static method)
ResNet (class in mlair.model_modules.residual_networks)
retries_session() (in module mlair.helpers.data_sources.data_loader)
RNN (class in mlair.model_modules.recurrent_networks)
ROOT_PATH (in module mlair.configuration)
(in module mlair.configuration.path_config)
run() (in module mlair.run_script)
(mlair.helpers.filter.ClimateFIRFilter method)
(mlair.helpers.filter.FIRFilter method)
(mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
(mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
(mlair.workflows.abstract_workflow.Workflow method)
(mlair.workflows.Workflow method)
run_data_prep() (in module mlair.data_handler.data_handler_neighbors)
RunEnvironment (class in mlair)
(class in mlair.run_modules)
(class in mlair.run_modules.run_environment)
S
save_callbacks_as_json() (mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
save_model() (mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
save_to_md() (in module mlair.helpers.tables)
save_to_tex() (in module mlair.helpers.tables)
search_name() (mlair.helpers.datastore.AbstractDataStore method)
(mlair.helpers.datastore.DataStoreByScope method)
(mlair.helpers.datastore.DataStoreByVariable method)
search_scope() (mlair.helpers.datastore.AbstractDataStore method)
(mlair.helpers.datastore.DataStoreByScope method)
(mlair.helpers.datastore.DataStoreByVariable method)
select_from_dict() (in module mlair.helpers)
(in module mlair.helpers.helpers)
select_timeseries_by_order() (in module mlair.helpers.data_sources.toar_data_v2)
select_timeseries_by_origin() (in module mlair.helpers.data_sources.toar_data_v2)
separable_conv2d_args_preprocessor() (in module mlair.keras_legacy.interfaces)
set() (mlair.helpers.datastore.AbstractDataStore method)
(mlair.helpers.datastore.DataStoreByScope method)
(mlair.helpers.datastore.DataStoreByVariable method)
set_bootstrap_path() (in module mlair.configuration)
(in module mlair.configuration.path_config)
set_child() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
(mlair.helpers.filter.KolmogorovZurbenkoFilterMovingWindow method)
set_compile_options() (mlair.AbstractModelClass method)
(mlair.model_modules.abstract_model_class.AbstractModelClass method)
(mlair.model_modules.AbstractModelClass method)
(mlair.model_modules.branched_input_networks.BranchedInputFCN method)
(mlair.model_modules.branched_input_networks.BranchedInputRNN method)
(mlair.model_modules.convolutional_networks.CNN method)
(mlair.model_modules.convolutional_networks.CNNfromConfig method)
(mlair.model_modules.fully_connected_networks.FCN method)
(mlair.model_modules.fully_connected_networks.FCN_64_32_16 method)
(mlair.model_modules.model_class.IntelliO3_ts_architecture method)
(mlair.model_modules.model_class.MyBranchedModel method)
(mlair.model_modules.model_class.MyLittleModelHourly method)
(mlair.model_modules.model_class.MyTowerModel method)
(mlair.model_modules.probability_models.MyCNNProb method)
(mlair.model_modules.probability_models.MyUnetProb method)
(mlair.model_modules.probability_models.ProbTestModel method)
(mlair.model_modules.probability_models.ProbTestModel2 method)
(mlair.model_modules.probability_models.ProbTestModel3 method)
(mlair.model_modules.probability_models.ProbTestModel4 method)
(mlair.model_modules.probability_models.ProbTestModelMixture method)
(mlair.model_modules.recurrent_networks.RNN method)
set_custom_objects() (mlair.AbstractModelClass method)
(mlair.model_modules.abstract_model_class.AbstractModelClass method)
(mlair.model_modules.AbstractModelClass method)
set_data_handler_fir_pos() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerIFS class method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter class method)
set_experiment_name() (in module mlair.configuration)
(in module mlair.configuration.path_config)
set_experiment_path() (in module mlair.configuration)
(in module mlair.configuration.path_config)
set_from_dict() (mlair.helpers.datastore.AbstractDataStore method)
set_generators() (mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
set_inputs_and_targets() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingSingleStation method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
set_lims() (mlair.plotting.tracker_plot.TrackPlot method)
set_model() (mlair.AbstractModelClass method)
(mlair.model_modules.abstract_model_class.AbstractModelClass method)
(mlair.model_modules.AbstractModelClass method)
(mlair.model_modules.branched_input_networks.BranchedInputCNN method)
(mlair.model_modules.branched_input_networks.BranchedInputFCN method)
(mlair.model_modules.branched_input_networks.BranchedInputRNN method)
(mlair.model_modules.branched_input_networks.BranchedInputUNet method)
(mlair.model_modules.convolutional_networks.CNN method)
(mlair.model_modules.convolutional_networks.CNN_16_32_64 method)
(mlair.model_modules.convolutional_networks.CNNfromConfig method)
(mlair.model_modules.fully_connected_networks.FCN method)
(mlair.model_modules.model_class.IntelliO3_ts_architecture method)
(mlair.model_modules.model_class.MyBranchedModel method)
(mlair.model_modules.model_class.MyLittleModelHourly method)
(mlair.model_modules.model_class.MyTowerModel method)
(mlair.model_modules.probability_models.MyCNNProb method)
(mlair.model_modules.probability_models.MyUnetProb method)
(mlair.model_modules.probability_models.ProbTestModel method)
(mlair.model_modules.probability_models.ProbTestModel2 method)
(mlair.model_modules.probability_models.ProbTestModel3 method)
(mlair.model_modules.probability_models.ProbTestModel4 method)
(mlair.model_modules.probability_models.ProbTestModelMixture method)
(mlair.model_modules.recurrent_networks.RNN method)
(mlair.model_modules.u_networks.UNet method)
set_model_names() (mlair.helpers.statistics.SkillScores method)
set_significance_bars() (mlair.plotting.postprocessing_plotting.PlotSampleUncertaintyFromBootstrap method)
set_ypos_anchor() (mlair.plotting.tracker_plot.TrackPlot method)
setup_data_path() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingSingleStation method)
(mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
setup_logging_path() (mlair.helpers.Logger static method)
(mlair.helpers.logger.Logger static method)
setup_persistence() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
setup_samples() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
setup_transformation() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFilterSingleStation method)
shape() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation property)
shift() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
ShuffleBootstraps (class in mlair.data_handler.input_bootstraps)
skill_score_mu_case_1() (mlair.helpers.statistics.SkillScores method)
skill_score_mu_case_2() (mlair.helpers.statistics.SkillScores method)
skill_score_mu_case_3() (mlair.helpers.statistics.SkillScores method)
skill_score_mu_case_4() (mlair.helpers.statistics.SkillScores method)
skill_score_pre_calculations() (mlair.helpers.statistics.SkillScores method)
skill_scores() (mlair.helpers.statistics.SkillScores method)
SkillScores (class in mlair.helpers.statistics)
sort_ifs_files() (in module mlair.helpers.data_sources.ifs)
sort_like() (in module mlair.helpers)
(in module mlair.helpers.helpers)
spatial_2d_padding() (mlair.model_modules.advanced_paddings.PadUtils static method)
spectral_calc() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
split_network_and_origin() (in module mlair.helpers.data_sources.join)
split_set_indices() (mlair.PreProcessing static method)
(mlair.run_modules.pre_processing.PreProcessing static method)
(mlair.run_modules.PreProcessing static method)
split_train_val_test() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
squeeze_coords() (in module mlair.helpers.helpers)
standardise() (in module mlair.helpers.statistics)
standardise_apply() (in module mlair.helpers.statistics)
standardise_inverse() (in module mlair.helpers.statistics)
StandardIterator (class in mlair.data_handler.iterator)
step() (mlair.plotting.tracker_plot.TrackPlot method)
stop() (mlair.helpers.time_tracking.TimeTracking method)
(mlair.helpers.TimeTracking method)
store_attributes() (mlair.data_handler.abstract_data_handler.AbstractDataHandler class method)
(mlair.data_handler.AbstractDataHandler class method)
store_data_handler_attributes() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
store_errors() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
store_lazy() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
str2bool() (in module mlair.helpers.helpers)
str_or_list (in module mlair.data_handler.data_handler_single_station)
(in module mlair.data_handler.data_handler_with_filter)
str_or_none (in module mlair.helpers.data_sources.join)
(in module mlair.helpers.data_sources.toar_data_v2)
subtract() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass static method)
super_args() (mlair.AbstractModelClass class method)
(mlair.data_handler.abstract_data_handler.AbstractDataHandler class method)
(mlair.data_handler.AbstractDataHandler class method)
(mlair.model_modules.abstract_model_class.AbstractModelClass class method)
(mlair.model_modules.AbstractModelClass class method)
SymmetricPadding2D (class in mlair.model_modules.advanced_paddings)
T
tfb (in module mlair.model_modules.probability_models)
tfd (in module mlair.model_modules.probability_models)
tfpl (in module mlair.model_modules.probability_models)
TimeTracking (class in mlair.helpers)
(class in mlair.helpers.time_tracking)
TimeTrackingWrapper (class in mlair.helpers)
(class in mlair.helpers.time_tracking)
to_list() (in module mlair.helpers)
(in module mlair.helpers.helpers)
toar_data_v2_settings() (in module mlair.configuration.toar_data_v2_settings)
TrackChain (class in mlair.plotting.tracker_plot)
tracker (mlair.helpers.datastore.AbstractDataStore attribute)
tracker_list (mlair.run_modules.run_environment.RunEnvironment attribute)
(mlair.run_modules.RunEnvironment attribute)
(mlair.RunEnvironment attribute)
TrackObject (class in mlair.plotting.tracker_plot)
TrackPlot (class in mlair.plotting.tracker_plot)
train() (mlair.run_modules.Training method)
(mlair.run_modules.training.Training method)
(mlair.Training method)
train_ols_model() (mlair.PostProcessing method)
(mlair.run_modules.post_processing.PostProcessing method)
(mlair.run_modules.PostProcessing method)
Training (class in mlair)
(class in mlair.run_modules)
(class in mlair.run_modules.training)
transfer_function() (mlair.helpers.filter.KolmogorovZurbenkoBaseClass method)
transform() (mlair.data_handler.data_handler_single_station.DataHandlerSingleStation method)
(mlair.data_handler.data_handler_with_filter.DataHandlerFirFilterSingleStation method)
transformation() (mlair.data_handler.abstract_data_handler.AbstractDataHandler class method)
(mlair.data_handler.AbstractDataHandler class method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateAndFirFilter class method)
(mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithClimateFirFilter class method)
(mlair.data_handler.default_data_handler.DefaultDataHandler class method)
(mlair.data_handler.DefaultDataHandler class method)
(mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
transpose_shape() (in module mlair.model_modules.advanced_paddings)
tuple_of_2xr_int_float (in module mlair.helpers.geofunctions)
U
UNet (class in mlair.model_modules.u_networks)
unpack() (in module mlair.helpers.helpers)
untar_forecasts() (mlair.reference_models.reference_model_intellio3_v1.IntelliO3_ts_v1 method)
update_best() (mlair.model_modules.keras_extensions.ModelCheckpointAdvanced method)
update_callbacks() (mlair.model_modules.keras_extensions.ModelCheckpointAdvanced method)
update_checkpoint() (mlair.model_modules.keras_extensions.CallbackHandler method)
update_datastore() (mlair.run_modules.run_environment.RunEnvironment class method)
(mlair.run_modules.RunEnvironment class method)
(mlair.RunEnvironment class method)
update_kwargs() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingSingleStation static method)
update_start_end() (mlair.data_handler.data_handler_mixed_sampling.DataHandlerMixedSamplingWithFilterSingleStation method)
update_transformation_dict() (mlair.data_handler.default_data_handler.DefaultDataHandler class method)
(mlair.data_handler.DefaultDataHandler class method)
V
validate_station() (mlair.PreProcessing method)
(mlair.run_modules.pre_processing.PreProcessing method)
(mlair.run_modules.PreProcessing method)
var_all_dic (in module mlair.helpers.data_sources.join)
var_loss() (in module mlair.model_modules.loss)
VarDense (class in mlair.model_modules.probability_models)
W
Workflow (class in mlair.workflows)
(class in mlair.workflows.abstract_workflow)
X
x() (mlair.plotting.tracker_plot.TrackObject property)
xr_int_float (in module mlair.helpers.geofunctions)
Y
y() (mlair.plotting.tracker_plot.TrackObject property)
Z
zeropadding2d_args_preprocessor() (in module mlair.keras_legacy.interfaces)