Index

A

AB_cls() (asterism.core.machine_learning.models.classification.Classifier class method) AbsGaussLaplaceFilter (class in asterism.core.image_processing.filters) add() (MorphometricFeaturesArray method) add_analysis_process() (AnalysisPipeline method) add_analysis_task() (AnalysisProcess method) add_column() (TableBase method) add_contour_points() (BaseCluster method) (SourceCluster2Dim method) add_feature() (FeaturesSetBase method) add_mex_group() (ParametersList method) add_out_file() (OutFilesCollection method) add_par() (AnalysisTask method) (MexParametersGroup method) (ParametersList method) add_product() (AnalysisProductsCollection method) add_to_cluster_as_core() (DBSCANBinned method) Affine (class in asterism.core.coordinates.geometry_transformation) affine_transformation() (in module asterism.core.geometry.transformations_2d) allowed_representation_types (GeomRepresentation attribute) allowed_units (Quantity attribute) analysis_plot() (in module asterism.plotting.plot_tools) AnalysisPipeline (class in asterism.pipeline_manager.analysis_pipeline) AnalysisProcess (class in asterism.pipeline_manager.analysis_processes) AnalysisProduct (class in asterism.pipeline_manager.analysis_products) AnalysisProductCatalog (class in asterism.pipeline_manager.analysis_products) AnalysisProductFigure (class in asterism.pipeline_manager.analysis_products) AnalysisProductFitsImage (class in asterism.pipeline_manager.analysis_products) AnalysisProductGeneric (class in asterism.pipeline_manager.analysis_products) AnalysisProductRecArray (class in asterism.pipeline_manager.analysis_products) AnalysisProductRegionCatalog (class in asterism.pipeline_manager.analysis_products) AnalysisProductsCollection (class in asterism.pipeline_manager.analysis_products) AnalysisTask (class in asterism.pipeline_manager.analysis_tasks) Angle (class in asterism.core.observables.quantity) append_row() (AnalysisProductRecArray method) apply() (Affine method) (ImageFeature method) (ImageFilter method) (ImageTransform method) (Map method) (Rotation method) (TranslationCartesian method) array (Image attribute) assign_orphane_clusters() (in module asterism.analysis_tasks.source_detection.deblending.deblending) assign_out_files_values() (AnalysisPipeline method) asterism.analysis_pipelines.morphometric_features_extraction (module) asterism.analysis_pipelines.source_detection (module) asterism.analysis_processes.morphometric_feature_extraction (module) asterism.analysis_processes.morphometric_features_input_products (module) asterism.analysis_processes.source_detection (module) asterism.analysis_tasks.image_processing.image_processing (module) asterism.analysis_tasks.morphometry_features.extract_attr_polar_distr_features (module) asterism.analysis_tasks.morphometry_features.extract_attractors (module) asterism.analysis_tasks.morphometry_features.extract_galaxy_profile_fit_features (module) asterism.analysis_tasks.morphometry_features.extract_geometrical_features (module) asterism.analysis_tasks.morphometry_features.extract_Hu_moments_features (module) asterism.analysis_tasks.morphometry_features.extract_morphology_features (module) asterism.analysis_tasks.morphometry_features.gabor (module) asterism.analysis_tasks.morphometry_features.map_cluster_to_circle (module) asterism.analysis_tasks.morphometry_features.resize_cluster (module) asterism.analysis_tasks.morphometry_features.unsharp_cluster (module)

asterism.analysis_tasks.source_detection.background_estimation.background_estimation (module) asterism.analysis_tasks.source_detection.deblending.deblending (module) asterism.analysis_tasks.source_detection.deblending.denclue_deblending (module) asterism.analysis_tasks.source_detection.deblending.denclue_watershed_deblending (module) asterism.analysis_tasks.source_detection.deblending.glw_deblending (module) asterism.analysis_tasks.source_detection.image_segmentation.catalog (module) asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation (module) asterism.analysis_tasks.source_detection.tools.detection_tools (module) asterism.core.clustering.cluster (module) asterism.core.clustering.cluster_tools (module) asterism.core.clustering.connectivity_based.connected_components (module) asterism.core.clustering.density_based.dbscan (module) asterism.core.clustering.density_based.dbscan_binned (module) asterism.core.clustering.density_based.dbscan_unbinned (module) asterism.core.clustering.density_based.denclue (module) asterism.core.clustering.density_based.denclue_tools (module) asterism.core.clustering.source_cluster (module) asterism.core.coordinates.geometry_representation (module) asterism.core.coordinates.geometry_transformation (module) asterism.core.geometry.distance (module) asterism.core.geometry.transformations_2d (module) asterism.core.image_manager.image (module) asterism.core.image_manager.utils (module) asterism.core.image_processing.features (module) asterism.core.image_processing.filters (module) asterism.core.image_processing.geometry_transformation (module) asterism.core.image_processing.utils (module) asterism.core.machine_learning.data_sets.data_table (module) asterism.core.machine_learning.data_sets.features (module) asterism.core.machine_learning.data_sets.sampling (module) asterism.core.machine_learning.data_sets.tools (module) asterism.core.machine_learning.data_sets.visualization (module) asterism.core.machine_learning.models.classification (module) asterism.core.machine_learning.models.visualization (module) asterism.core.machine_learning.old.classification (module) asterism.core.machine_learning.old.model_evaluation.learning_curves (module) asterism.core.machine_learning.old.regression (module) asterism.core.morphometry.features (module) asterism.core.morphometry.galaxy_profile_fit (module) asterism.core.morphometry.non_parametric.attractors_polar_distr (module) asterism.core.morphometry.non_parametric.gabor_features (module) asterism.core.morphometry.non_parametric.geometry_features (module) asterism.core.morphometry.non_parametric.Hu_moments (module) asterism.core.morphometry.non_parametric.morphology (module) asterism.core.observables.quantity (module) asterism.core.photometry.aperture (module) asterism.core.photometry.surface_brightness_profile (module) asterism.core.stats.histogram.hisogram_1d (module) asterism.core.stats.histogram.radial_distributions (module) asterism.core.stats.utils.array_stats (module) asterism.core.tables.events_table (module) asterism.core.tools.tools (module) asterism.pipeline_manager.analysis_parameters (module) asterism.pipeline_manager.analysis_pipeline (module) asterism.pipeline_manager.analysis_processes (module) asterism.pipeline_manager.analysis_products (module) asterism.pipeline_manager.analysis_tasks (module) asterism.pipeline_manager.processing_tools (module) asterism.plotting.plot_tools (module) attractors_seg_map() (in module asterism.analysis_tasks.morphometry_features.extract_attractors) average_cv_stats() (in module asterism.core.machine_learning.old.classification)

B

b_sersic() (in module asterism.core.morphometry.galaxy_profile_fit) BaseCluster (class in asterism.core.clustering.cluster) BaseDBSCAN (class in asterism.core.clustering.density_based.dbscan) BlobDetectionGaussLaplace (class in asterism.core.image_processing.features) build() (DataSet method) build_cluster() (DBSCANBinned method) (DBSCANUnbinned method) (DENCLUE method) build_cluster_list() (ConnectedComponents method)

build_detection_input_prod_list() (in module asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation) build_from_cartesian_position_array() (asterism.core.clustering.source_cluster.SourceCluster2Dim class method) build_from_evt_talbe() (asterism.core.clustering.source_cluster.SourceCluster2Dim class method) build_masked_array() (Image method) build_names_list() (in module asterism.core.machine_learning.data_sets.tools) build_new_from_ids() (EventTable method) build_out_files() (AnalysisPipeline method) build_source_cluster() (in module asterism.analysis_tasks.source_detection.deblending.deblending) build_source_clusters() (in module asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation)

C

cartesian (SourceCluster2Dim attribute) cartesian_to_polar_2d() (in module asterism.core.geometry.transformations_2d) center (RotateImage attribute) (Rotation attribute) center_x (RotateImage attribute) (Rotation attribute) center_y (RotateImage attribute) (Rotation attribute) check_all_processes_exit_status() (AnalysisPipeline method) check_choice_name() (in module asterism.core.tools.tools) check_core_is_already_cluster() (DBSCANUnbinned method) check_is_in_cluster() (BaseCluster method) (SourceCluster2Dim method) (in module asterism.core.clustering.cluster_tools) check_is_list() (DataSet method) check_is_within_r_from_center() (in module asterism.core.clustering.cluster_tools) (SourceCluster2Dim method)

check_type() (ParametersList method) class_mapping() (DataSet method) Classifier (class in asterism.core.machine_learning.models.classification) clean_features_bad_value() (FeaturesSetBase method) clean_features_nan_inf() (FeaturesSetBase method) cluster_border() (in module asterism.core.clustering.cluster_tools) CONNECTED_cluster (class in asterism.core.clustering.connectivity_based.connected_components) connected_components_segmentation() (in module asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation) ConnectedComponents (class in asterism.core.clustering.connectivity_based.connected_components) contour_scatter_plot() (in module asterism.core.machine_learning.data_sets.visualization) (in module asterism.core.machine_learning.old.classification) conv_str() (in module asterism.pipeline_manager.processing_tools) convolved_map() (in module asterism.core.clustering.density_based.denclue_tools) coords (BaseCluster attribute) (Representation2D attribute) cv_predictions_errors() (DataSet method)

D

data (TableBase attribute) DataSet (class in asterism.core.machine_learning.old.classification) DatasetClassification (class in asterism.core.machine_learning.data_sets.data_table) DatasetRegression (class in asterism.core.machine_learning.data_sets.data_table) dbscan_binned_segmentation() (in module asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation) DBSCAN_cluster (class in asterism.core.clustering.density_based.dbscan) dbscan_unbinned_segmentation() (in module asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation) DBSCANBinned (class in asterism.core.clustering.density_based.dbscan_binned) DBSCANUnbinned (class in asterism.core.clustering.density_based.dbscan_unbinned) deblend_parent() (in module asterism.analysis_tasks.source_detection.deblending.deblending) DeblendedProducts (class in asterism.analysis_tasks.source_detection.deblending.deblending) decision_tree_pre_filter() (DataSet method) deg (Angle attribute) DENCLUE (class in asterism.core.clustering.density_based.denclue) DENCLUE_cluster (class in asterism.core.clustering.density_based.denclue) denclue_plot() (in module asterism.analysis_tasks.source_detection.deblending.denclue_deblending) DetectionInputProducts (class in asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation) dim_reduction() (Classifier method) dist_eval() (DBSCANBinned method) (DBSCANUnbinned method) (Representation2D method) (in module asterism.core.geometry.distance) Distance (class in asterism.core.observables.quantity) div_image() (in module asterism.pipeline_manager.processing_tools) do_cluster_denclue_watershed_segmentation() (in module asterism.analysis_tasks.source_detection.deblending.denclue_watershed_deblending) do_cluster_glw_segmentation() (in module asterism.analysis_tasks.source_detection.deblending.glw_deblending) do_confusion_matrix() (in module asterism.core.machine_learning.old.classification) do_cross_fold_validation() (DataSet method) (in module asterism.core.machine_learning.old.classification) do_cv_confusion_matrix() (DataSet method) do_deblending_validation() (in module asterism.analysis_tasks.source_detection.deblending.deblending) do_denclue_deblending() (in module asterism.analysis_tasks.source_detection.deblending.denclue_deblending) do_denclue_of_cluster() (in module asterism.analysis_tasks.source_detection.deblending.denclue_deblending) do_denclue_watershed_deblending() (in module asterism.analysis_tasks.source_detection.deblending.denclue_watershed_deblending) do_detection_plot() (in module asterism.plotting.plot_tools) do_extract_attractors_radial_distr_features() (in module asterism.analysis_tasks.morphometry_features.extract_attr_polar_distr_features) do_extract_galaxy_profile_fit_features() (in module asterism.analysis_tasks.morphometry_features.extract_galaxy_profile_fit_features) do_extract_geometric_features() (in module asterism.analysis_tasks.morphometry_features.extract_geometrical_features) do_extract_Hu_moments_features() (in module asterism.analysis_tasks.morphometry_features.extract_Hu_moments_features) do_extract_morphology_features() (in module asterism.analysis_tasks.morphometry_features.extract_morphology_features) do_feat_std() (DataSet method) do_features_importance_trend() (DataSet method) do_find_denclue_attractors() (in module asterism.analysis_tasks.morphometry_features.extract_attractors) do_from_seg_map() (in module asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation) do_gabor_filter() (in module asterism.analysis_tasks.morphometry_features.gabor) do_guass_laplace_watershed_deblending() (in module asterism.analysis_tasks.source_detection.deblending.glw_deblending) do_image_processing() (in module asterism.analysis_tasks.image_processing.image_processing) do_image_segmentation() (in module asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation)

do_learning_curve() (Classifier method) (in module asterism.core.machine_learning.old.model_evaluation.learning_curves) do_map_cluster_to_circle_func() (in module asterism.analysis_tasks.morphometry_features.map_cluster_to_circle) do_MC() (DataSet method) (in module asterism.core.machine_learning.old.classification) do_morphometric_feature_extraction_pipeline_func() (in module asterism.analysis_pipelines.morphometric_features_extraction) do_morphometric_features_extraction_process_func() (in module asterism.analysis_processes.morphometric_feature_extraction) do_morphometric_input_products_process_func() (in module asterism.analysis_processes.morphometric_features_input_products) do_pca() (DataSet method) do_plot() (in module asterism.core.machine_learning.old.classification) do_plot_feature_entropy() (in module asterism.core.machine_learning.old.classification) do_prediction() (in module asterism.core.machine_learning.old.classification) do_resize_cluster_func() (in module asterism.analysis_tasks.morphometry_features.resize_cluster) do_roc_test() (in module asterism.core.machine_learning.old.classification) do_set_deblending_method() (in module asterism.analysis_tasks.source_detection.deblending.deblending) do_source_catalog() (in module asterism.analysis_tasks.source_detection.image_segmentation.catalog) do_src_detection_pipeline_func() (in module asterism.analysis_pipelines.source_detection) do_src_detection_process_func() (in module asterism.analysis_processes.source_detection) do_unsharp_cluster_func() (in module asterism.analysis_tasks.morphometry_features.unsharp_cluster) do_validation_curve() (in module asterism.core.machine_learning.old.model_evaluation.learning_curves) DoDeblendingValidationTask (class in asterism.analysis_tasks.source_detection.deblending.deblending) DoDENCLUEAttractorsTask (class in asterism.analysis_tasks.morphometry_features.extract_attractors) DoDENCLUEDeblendingTask (class in asterism.analysis_tasks.source_detection.deblending.denclue_deblending) DoDenclueWatershedDeblendingTask (class in asterism.analysis_tasks.source_detection.deblending.denclue_watershed_deblending) DoExtractAttractorsRadialDistrFeatures (class in asterism.analysis_tasks.morphometry_features.extract_attr_polar_distr_features) DoExtractGalaxyProfileFitFeatures (class in asterism.analysis_tasks.morphometry_features.extract_galaxy_profile_fit_features) DoExtractGeometricFeatures (class in asterism.analysis_tasks.morphometry_features.extract_geometrical_features) DoExtractHuMomentsFeatures (class in asterism.analysis_tasks.morphometry_features.extract_Hu_moments_features) DoExtractMorphologyFeatures (class in asterism.analysis_tasks.morphometry_features.extract_morphology_features) DoGaborFilter (class in asterism.analysis_tasks.morphometry_features.gabor) DoGLWDeblendingTask (class in asterism.analysis_tasks.source_detection.deblending.glw_deblending) DoImageProcessing (class in asterism.analysis_tasks.image_processing.image_processing) DoImageSegmentationTask (class in asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation) DoIOConfTask (class in asterism.pipeline_manager.analysis_pipeline) DoMapClusterToCircle (class in asterism.analysis_tasks.morphometry_features.map_cluster_to_circle) DoMorphometricFeaturesExtraction (class in asterism.analysis_processes.morphometric_feature_extraction) DoMorphometricInputProducts (class in asterism.analysis_processes.morphometric_features_input_products) donwsample_cluster_target_attractors() (in module asterism.core.clustering.density_based.denclue_tools) DoPlotTask (class in asterism.pipeline_manager.analysis_processes) DoResizeCluster (class in asterism.analysis_tasks.morphometry_features.resize_cluster) DoSetBkgThreshTask (class in asterism.analysis_tasks.source_detection.background_estimation.background_estimation) DoSetDeblendingMethodTask (class in asterism.analysis_tasks.source_detection.deblending.deblending) DoSourceCatalogTask (class in asterism.analysis_tasks.source_detection.image_segmentation.catalog) DoSrcDetectionProcess (class in asterism.analysis_processes.source_detection) DoUnsharpCluster (class in asterism.analysis_tasks.morphometry_features.unsharp_cluster) dump_configuration_file() (AnalysisPipeline method) dump_to_conf_file() (AnalysisProcess method) (ParametersList method)

E

entroy_pre_filter() (DataSet method) equal_area_annuli() (in module asterism.core.stats.histogram.radial_distributions) eval() (Histogram method) (ImageBrigthnessRadialProfile method) eval_accuracy() (in module asterism.core.machine_learning.old.classification) eval_AR() (in module asterism.core.morphometry.non_parametric.geometry_features) eval_asymmetry() (in module asterism.core.morphometry.non_parametric.morphology) eval_attractors_distr_features() (in module asterism.core.morphometry.non_parametric.attractors_polar_distr) eval_best_K_features() (Classifier method) eval_clumpiness() (in module asterism.core.morphometry.non_parametric.morphology) eval_cluster_bary() (in module asterism.core.clustering.cluster_tools) eval_Concentration() (in module asterism.core.morphometry.non_parametric.morphology) eval_feature_entropy() (in module asterism.core.machine_learning.old.classification) eval_features_importance() (DataSet method) (in module asterism.core.machine_learning.old.classification)

eval_geometric_features() (in module asterism.core.morphometry.non_parametric.geometry_features) eval_Gini() (in module asterism.core.morphometry.non_parametric.morphology) eval_kernel_table() (in module asterism.core.clustering.density_based.denclue_tools) eval_log_Hu_moments() (in module asterism.core.morphometry.non_parametric.Hu_moments) eval_M20() (in module asterism.core.morphometry.non_parametric.morphology) eval_mad() (in module asterism.core.stats.utils.array_stats) eval_r_Petrosian() (in module asterism.core.morphometry.non_parametric.morphology) eval_score() (in module asterism.core.machine_learning.old.classification) eval_skew_minimization_stats() (in module asterism.core.stats.utils.array_stats) EventTable (class in asterism.core.tables.events_table) expand_list() (DBSCANUnbinned method) extend() (AnalysisProductsCollection method) extract_Hu_moments_img() (in module asterism.core.morphometry.non_parametric.Hu_moments)

F

feature_factory() (asterism.core.morphometry.features.MorphometricFeatures class method) features (FeaturesSetBase attribute) features_importance_trend() (in module asterism.core.machine_learning.old.classification) features_N_cols (FeaturesSetBase attribute) features_N_rows (FeaturesSetBase attribute) features_names (FeaturesSetBase attribute) features_original_entry_ID (FeaturesSetBase attribute) FeaturesSetBase (class in asterism.core.machine_learning.data_sets.features) fill() (MorphometricFeatures method) (OutFileCatalog method) (OutFileFigure method) (OutFileFitsImage method) (OutFileGeneric method) (OutFileRecArray method) (OutFileRegionCatalog method) fill_failed() (MorphometricFeatures method) fill_file() (OutFilesCollection method) fill_null() (MorphometricFeatures method) filter() (Image method) (SourceCluster2Dim method) filter_data() (TableBase method) filter_features_rows() (FeaturesSetBase method) filter_nan() (DataSet method) find_attractor_position() (in module asterism.core.clustering.density_based.denclue_tools) find_attractors() (in module asterism.core.clustering.density_based.denclue_tools) find_attractors_and_lm() (in module asterism.analysis_tasks.morphometry_features.extract_attractors) find_best_tree_num() (DataSet method) (in module asterism.core.machine_learning.old.classification) find_core_attractor_cluster() (in module asterism.analysis_tasks.morphometry_features.extract_attractors) find_core_local_maxima() (in module asterism.analysis_tasks.morphometry_features.extract_attractors) find_direct_children() (in module asterism.analysis_tasks.source_detection.deblending.deblending) find_low_flux_sub_image() (in module asterism.core.image_processing.utils)

find_most_corr_features() (DataSet method) fit_sersic() (in module asterism.core.morphometry.galaxy_profile_fit) fit_sersic_profile() (in module asterism.core.morphometry.galaxy_profile_fit) FlipImageX (class in asterism.core.image_processing.geometry_transformation) FlipImageY (class in asterism.core.image_processing.geometry_transformation) flux (SourceCluster2Dim attribute) foo() (in module asterism.pipeline_manager.analysis_pipeline) (in module asterism.pipeline_manager.analysis_processes) Formatter (class in asterism.plotting.plot_tools) frac_flux_in_bin() (in module asterism.core.stats.histogram.radial_distributions) from_array() (asterism.core.image_manager.image.Image class method) from_ascii_file() (asterism.core.machine_learning.data_sets.data_table.TableBase class method) from_file() (asterism.core.image_manager.image.Image class method) from_fits_file() (asterism.core.image_manager.image.Image class method) (asterism.core.machine_learning.data_sets.data_table.TableBase class method) from_image_array() (asterism.core.tables.events_table.EventTable class method) from_Image_class() (asterism.core.tables.events_table.EventTable class method) from_image_detection() (in module asterism.analysis_tasks.source_detection.image_segmentation.image_segmentation) func() (AbsGaussLaplaceFilter method) (BlobDetectionGaussLaplace method) (FlipImageX method) (FlipImageY method) (GaussGradientMagFilter method) (GaussLaplaceFilter method) (GaussianFilter method) (InvGaussLaplaceFilter method) (MapToCircle method) (MedianFilter method) (NonLocalMeansDenoising method) (PeakLocalMaxima method) (RescaleImage method) (RotateImage method) (UnsharpFilter method)

G

gauss_laplace_down_sampling() (in module asterism.analysis_tasks.source_detection.deblending.denclue_deblending) GaussGradientMagFilter (class in asterism.core.image_processing.filters) GaussianFilter (class in asterism.core.image_processing.filters) GaussLaplaceFilter (class in asterism.core.image_processing.filters) GB_cls() (asterism.core.machine_learning.models.classification.Classifier class method) geom_transformation() (Image method) (Representation2D method) GeomRepresentation (class in asterism.core.coordinates.geometry_representation) GeomTransform (class in asterism.core.coordinates.geometry_transformation) get_attractors_Hu_moments_morphometric_features() (in module asterism.core.morphometry.non_parametric.Hu_moments) get_attractors_r_distr_morphometric_features() (in module asterism.core.morphometry.non_parametric.attractors_polar_distr) get_attractors_theta_distr_morphometric_features() (in module asterism.core.morphometry.non_parametric.attractors_polar_distr) get_buffer_mask() (DBSCANUnbinned method) get_closest_cluster() (BaseCluster method) (SourceCluster2Dim method) (in module asterism.core.clustering.cluster_tools) get_cluster_closest_to_position() (in module asterism.core.clustering.cluster_tools) get_cluster_contour_Hu_moments_morphometric_features() (in module asterism.core.morphometry.non_parametric.Hu_moments) get_cluster_geometric_morphometric_features() (in module asterism.core.morphometry.non_parametric.geometry_features) get_cluster_Image() (in module asterism.core.clustering.cluster_tools) (SourceCluster2Dim method) get_cluster_image_array() (BaseCluster method) (SourceCluster2Dim method) (in module asterism.core.clustering.cluster_tools)

get_cluster_image_Hu_moments_morphometric_features() (in module asterism.core.morphometry.non_parametric.Hu_moments) get_cluster_morphology_morphometric_features() (in module asterism.core.morphometry.non_parametric.morphology) get_clusters_within_centroid() (SourceCluster2Dim method) get_clusters_within_circle() (in module asterism.core.clustering.cluster_tools) get_cross_validation_score() (DataSet method) get_cv_feature() (DataSet method) get_feature() (DataSet method) get_feature_by_name() (FeaturesSetBase method) get_feature_cut() (DataSet method) get_gabor_morphometric_features() (in module asterism.core.morphometry.non_parametric.gabor_features) get_galaxy_profile_fit_morphometric_features() (in module asterism.core.morphometry.galaxy_profile_fit) get_local_data() (in module asterism.core.clustering.density_based.denclue_tools) get_lowest_flux_array_from_sub_stamp() (Image method) get_neigh() (DBSCANUnbinned method) get_neigh_and_set_point_type() (DBSCANBinned method) get_par() (MexParametersGroup method) (ParametersList method) get_par_value() (AnalysisTask method) (MexParametersGroup method) (ParametersList method) get_pixel_matching_gauss_laplace_lm() (in module asterism.analysis_tasks.source_detection.deblending.denclue_deblending) get_process() (AnalysisPipeline method) get_product_by_name() (AnalysisProductsCollection method) grid_search() (Classifier method) grow_core() (DBSCANUnbinned method)

H

Histogram (class in asterism.core.stats.histogram.hisogram_1d)

histogram() (in module asterism.core.stats.histogram.hisogram_1d) histogram_kde() (in module asterism.core.stats.histogram.hisogram_1d)

I

Image (class in asterism.core.image_manager.image) image_brigthness_radial_profile() (in module asterism.core.photometry.surface_brightness_profile) ImageBrigthnessRadialProfile (class in asterism.core.photometry.surface_brightness_profile) ImageFeature (class in asterism.core.image_processing.features)

ImageFilter (class in asterism.core.image_processing.filters) ImageTransform (class in asterism.core.image_processing.geometry_transformation) InvGaussLaplaceFilter (class in asterism.core.image_processing.filters) IOConfProcess (class in asterism.pipeline_manager.analysis_pipeline) iter_input() (in module asterism.core.tools.tools)

L

LDA_cls() (asterism.core.machine_learning.models.classification.Classifier class method) list_parameters() (AnalysisPipeline method) (AnalysisProcess method) (AnalysisTask method)

list_paremters() (ParametersList method) load_data() (in module asterism.core.machine_learning.old.classification)

M

main() (in module asterism.core.machine_learning.old.classification) make_denclue_attr_finder() (in module asterism.analysis_tasks.morphometry_features.extract_attractors) Map (class in asterism.core.image_processing.filters) MapToCircle (class in asterism.core.image_processing.geometry_transformation) mask_unchanged_attractors() (in module asterism.core.clustering.density_based.denclue_tools) MedianFilter (class in asterism.core.image_processing.filters) merge() (FeaturesSetBase method)

merge_with() (SourceCluster2Dim method) MexParametersGroup (class in asterism.pipeline_manager.analysis_parameters) minimize_skewness() (in module asterism.core.stats.utils.array_stats) mkdir() (in module asterism.pipeline_manager.processing_tools) MorphometricFeatureExtractionPipeline (class in asterism.analysis_pipelines.morphometric_features_extraction) MorphometricFeatures (class in asterism.core.morphometry.features) MorphometricFeaturesArray (class in asterism.core.morphometry.features) MorphometryInputData (class in asterism.analysis_processes.morphometric_features_input_products)

N

n_points (BaseCluster attribute) (SourceCluster2Dim attribute) name (GeomRepresentation attribute) (Quantity attribute)

Nevts (EventTable attribute) new_from_rows() (FeaturesSetBase method) new_from_table() (asterism.core.machine_learning.data_sets.features.FeaturesSetBase class method) NonLocalMeansDenoising (class in asterism.core.image_processing.filters)

O

observable (EventTable attribute) original_array (Image attribute) OutFile (class in asterism.pipeline_manager.analysis_products) OutFileCatalog (class in asterism.pipeline_manager.analysis_products) OutFileFigure (class in asterism.pipeline_manager.analysis_products)

OutFileFitsImage (class in asterism.pipeline_manager.analysis_products) OutFileGeneric (class in asterism.pipeline_manager.analysis_products) OutFileRecArray (class in asterism.pipeline_manager.analysis_products) OutFileRegionCatalog (class in asterism.pipeline_manager.analysis_products) OutFilesCollection (class in asterism.pipeline_manager.analysis_products)

P

Parameter (class in asterism.pipeline_manager.analysis_parameters) ParametersList (class in asterism.pipeline_manager.analysis_parameters) parse_process_section() (in module asterism.pipeline_manager.processing_tools) PeakLocalMaxima (class in asterism.core.image_processing.features) Pixel (class in asterism.core.observables.quantity) plot() (Histogram method) (ImageBrigthnessRadialProfile method) plot_attr() (in module asterism.analysis_tasks.morphometry_features.extract_attractors) plot_confusion_matrix() (in module asterism.core.machine_learning.models.visualization) plot_contour() (in module asterism.plotting.plot_tools) plot_contour_scatter_plot() (DataSet method) (FeaturesSetBase method) plot_cv_feature_histogram() (DataSet method) plot_feature_correlation_matrix() (DataSet method) (in module asterism.core.machine_learning.old.classification) plot_feature_entropy() (DataSet method) plot_feature_histogram() (DataSet method) (FeaturesSetBase method) (in module asterism.core.machine_learning.data_sets.visualization) (in module asterism.core.machine_learning.old.classification)

plot_features_imp() (in module asterism.core.machine_learning.models.visualization) plot_fetures_importance() (in module asterism.core.machine_learning.old.classification) plot_final_clusters() (in module asterism.analysis_tasks.source_detection.deblending.denclue_deblending) plot_fit() (in module asterism.core.morphometry.galaxy_profile_fit) plot_learning_curve() (in module asterism.core.machine_learning.models.visualization) (in module asterism.core.machine_learning.old.model_evaluation.learning_curves) plot_validation_curve() (in module asterism.core.machine_learning.old.model_evaluation.learning_curves) polar (SourceCluster2Dim attribute) polar_to_cartesian_2d() (in module asterism.core.geometry.transformations_2d) position (EventTable attribute) PostionMatrix (class in asterism.core.clustering.cluster) predict_test_set() (DataSet method) print_cv_predictions() (DataSet method) pts_weight (SourceCluster2Dim attribute)

Q

Quantity (class in asterism.core.observables.quantity)

R

r (Representation2D attribute) rad (Angle attribute) radial_histogram() (in module asterism.core.stats.histogram.radial_distributions) radial_histogram_kde() (in module asterism.core.stats.histogram.radial_distributions) radial_local_maxima() (in module asterism.analysis_tasks.morphometry_features.extract_attractors) radial_polar_local_maxima() (in module asterism.core.stats.histogram.radial_distributions) radial_profile() (in module asterism.core.stats.histogram.radial_distributions) radial_profile_image() (in module asterism.core.stats.histogram.radial_distributions) read_config_file() (in module asterism.pipeline_manager.processing_tools) rec_feat_rem() (Classifier method) rec_feat_rem_cv() (Classifier method) recursive_features_elimination() (DataSet method) (in module asterism.core.machine_learning.old.classification) remove_correlated_features() (DataSet method) (in module asterism.core.machine_learning.old.classification) remove_feature() (FeaturesSetBase method) remove_field_name() (in module asterism.core.machine_learning.old.classification) remove_most_corr_features() (in module asterism.core.machine_learning.old.classification) Representation2D (class in asterism.core.coordinates.geometry_representation)

representation_type (GeomRepresentation attribute) RescaleImage (class in asterism.core.image_processing.geometry_transformation) RFC_cls() (asterism.core.machine_learning.models.classification.Classifier class method) ring_detection_plot() (in module asterism.plotting.plot_tools) rotate() (in module asterism.core.geometry.transformations_2d) RotateImage (class in asterism.core.image_processing.geometry_transformation) Rotation (class in asterism.core.coordinates.geometry_transformation) rotation_center (Image attribute) (Representation2D attribute) run() (AnalysisPipeline method) (AnalysisProcess method) (AnalysisTask method) (ConnectedComponents method) (DBSCANBinned method) (DBSCANUnbinned method) (DENCLUE method) (DoIOConfTask method) (DoPlotTask method) (in module asterism.core.machine_learning.old.classification) run_plotting() (AnalysisProcess method)

S

sampling_split() (in module asterism.core.machine_learning.data_sets.sampling) save_plot_func() (OutFileFigure method) scan() (DBSCANUnbinned method) select_columns_by_ID() (FeaturesSetBase method) select_features_ids() (DataSet method) sersic_err_func() (in module asterism.core.morphometry.galaxy_profile_fit) sersic_func() (in module asterism.core.morphometry.galaxy_profile_fit) set_classifier() (DataSet method) set_cluster_bary() (BaseCluster method) (SourceCluster2Dim method) set_cluster_peak() (SourceCluster2Dim method) set_data() (TableBase method) set_file_name() (OutFile method) (OutFileFigure method) set_images_list() (AnalysisPipeline method) set_infiles_list() (AnalysisPipeline method) set_io_conf() (AnalysisPipeline method) set_kernel_R_max() (in module asterism.core.clustering.density_based.denclue_tools) set_kernel_table() (DENCLUE method) set_par() (AnalysisProcess method) (AnalysisTask method) (MexParametersGroup method) (ParametersList method) set_pars_from_conf_file() (AnalysisPipeline method) set_pars_from_parser() (AnalysisPipeline method) (AnalysisProcess method) (AnalysisTask method) (ParametersList method) set_plotting() (AnalysisPipeline method) (AnalysisProcess method)

set_point_type() (DBSCANUnbinned method) set_R_max() (DENCLUE method) set_thresh() (in module asterism.analysis_tasks.source_detection.background_estimation.background_estimation) shape (GeomRepresentation attribute) (Image attribute) (Quantity attribute) show() (Image method) show_features() (DataSet method) show_image() (in module asterism.plotting.plot_tools) show_single_feature() (in module asterism.core.machine_learning.old.classification) shuffle_set() (DataSet method) sigma_clipping() (in module asterism.core.stats.utils.array_stats) skip_classes() (DataSet method) skip_features() (DataSet method) skip_images_id() (DataSet method) sort_columns() (FeaturesSetBase method) SourceCluster2Dim (class in asterism.core.clustering.source_cluster) SourceCluster_factory() (CONNECTED_cluster method) (DBSCAN_cluster method) (DENCLUE_cluster method) split_test_set() (DataSet method) split_train_test() (FeaturesSetBase method) SrcDetectionPipeline (class in asterism.analysis_pipelines.source_detection) start_message() (AnalysisProcess method) (AnalysisTask method) start_new_cluster() (DBSCANBinned method) std_features() (Classifier method) stop_message() (AnalysisProcess method) (AnalysisTask method) SVC_linear_cls() (asterism.core.machine_learning.models.classification.Classifier class method) SVC_rbf_cls() (asterism.core.machine_learning.models.classification.Classifier class method)

T

TableBase (class in asterism.core.machine_learning.data_sets.data_table) target (FeaturesSetBase attribute) target_array (FeaturesSetBase attribute) test() (in module asterism.analysis_processes.morphometric_features_input_products) (in module asterism.core.image_manager.image) (in module asterism.core.image_processing.filters) (in module asterism.core.image_processing.geometry_transformation) test_plot() (in module asterism.analysis_tasks.source_detection.background_estimation.background_estimation) (in module asterism.analysis_tasks.source_detection.deblending.deblending) (in module asterism.analysis_tasks.source_detection.deblending.denclue_watershed_deblending) (in module asterism.analysis_tasks.source_detection.deblending.glw_deblending)

theta (Representation2D attribute) theta_histogram() (in module asterism.core.stats.histogram.radial_distributions) theta_histogram_kde() (in module asterism.core.stats.histogram.radial_distributions) theta_units (Representation2D attribute) to_cartesian() (Representation2D method) to_deg (Angle attribute) to_polar() (Representation2D method) to_rad (Angle attribute) TranslationCartesian (class in asterism.core.coordinates.geometry_transformation)

U

units (Quantity attribute) UnsharpFilter (class in asterism.core.image_processing.filters)

use_features() (DataSet method) use_field_name() (in module asterism.core.machine_learning.old.classification)

V

valid_flatten (Image attribute) validate_children_clusters() (in module asterism.analysis_tasks.source_detection.deblending.deblending)

validation_results (class in asterism.core.machine_learning.old.classification) values (Quantity attribute) view() (Quantity method)

W

weight_array (FeaturesSetBase attribute) write_html_page() (in module asterism.pipeline_manager.processing_tools) write_images_page() (in module asterism.pipeline_manager.processing_tools) write_job_exit_file() (AnalysisPipeline method) write_out_products() (AnalysisPipeline method) write_table() (in module asterism.core.machine_learning.data_sets.features) (in module asterism.core.machine_learning.old.classification) write_to_file() (OutFile method) (OutFileCatalog method) (OutFileFigure method) (OutFileFitsImage method) (OutFileGeneric method) (OutFileRecArray method) (OutFileRegionCatalog method)

write_to_script_exit_file() (AnalysisPipeline method) write_weka_file() (DataSet method) (in module asterism.core.machine_learning.data_sets.features) (in module asterism.core.machine_learning.old.classification)

X

x (Representation2D attribute)

Y

y (Representation2D attribute)