src

• api package
  • Subpackages
    • api.catacloud package
      • Submodules
      • api.catacloud.caclmodel_ops module
      • api.catacloud.caclop module
      • api.catacloud.caclpcloud_ops module
      • api.catacloud.caclpipeline_ops module
      • api.catacloud.caclsession module
      • Module contents
  • Submodules
  • api.api_exception module
    • APIException
      • APIException.__init__()
  • Module contents
• clustering package
  • Subpackages
    • clustering.postproc package
      • Submodules
      • clustering.postproc.cluster_enveloper module
      • clustering.postproc.cluster_marker module
      • clustering.postproc.cluster_selector module
      • clustering.postproc.clustering_post_processor module
      • Module contents
  • Submodules
  • clustering.bivariate_critical_clusterer module
    • BivariateCriticalClusterer
      • BivariateCriticalClusterer.extract_clustering_args()
      • BivariateCriticalClusterer.__init__()
      • BivariateCriticalClusterer.fit()
      • BivariateCriticalClusterer.cluster()
      • BivariateCriticalClusterer.extract_variables()
      • BivariateCriticalClusterer.find_criticals()
      • BivariateCriticalClusterer.compute_critical_clusters()
      • BivariateCriticalClusterer.add_critical_labels_to_point_cloud()
      • BivariateCriticalClusterer.convert_cluster_labels_type()
      • BivariateCriticalClusterer.compute_nearest_neighbor_method()
      • BivariateCriticalClusterer.compute_recursive_region_growing()
      • BivariateCriticalClusterer.compute_region_growing_first_stage()
      • BivariateCriticalClusterer.apply_first_stage_correction()
      • BivariateCriticalClusterer.compute_region_growing_second_stage()
  • clustering.clusterer module
    • ClusteringException
      • ClusteringException.__init__()
    • Clusterer
      • Clusterer.extract_clustering_args()
      • Clusterer.__init__()
      • Clusterer.fit()
      • Clusterer.cluster()
      • Clusterer.post_process()
      • Clusterer.fit_cluster_and_post_process()
      • Clusterer.add_cluster_labels_to_point_cloud()
  • clustering.dbscan_clusterer module
    • DBScanClusterer
      • DBScanClusterer.extract_clustering_args()
      • DBScanClusterer.__init__()
      • DBScanClusterer.fit()
      • DBScanClusterer.cluster()
      • DBScanClusterer.do_dbscan()
  • clustering.fps_decorated_clusterer module
    • FPSDecoratedClusterer
      • FPSDecoratedClusterer.extract_clustering_args()
      • FPSDecoratedClusterer.__init__()
      • FPSDecoratedClusterer.transform_pcloud()
      • FPSDecoratedClusterer.propagate()
  • clustering.min_dist_decorated_clusterer module
    • MinDistDecoratedClusterer
      • MinDistDecoratedClusterer.extract_clustering_args()
      • MinDistDecoratedClusterer.__init__()
      • MinDistDecoratedClusterer.transform_pcloud()
      • MinDistDecoratedClusterer.propagate()
  • clustering.sampling_decorated_clusterer module
    • SamplingDecoratedClusterer
      • SamplingDecoratedClusterer.extract_clustering_args()
      • SamplingDecoratedClusterer.__init__()
      • SamplingDecoratedClusterer.fit()
      • SamplingDecoratedClusterer.cluster()
      • SamplingDecoratedClusterer.post_process()
      • SamplingDecoratedClusterer.fit_cluster_and_post_process()
      • SamplingDecoratedClusterer.propagate()
  • Module contents
• eval package
  • Subpackages
    • eval.deeplearn package
      • Submodules
      • eval.deeplearn.dl_model_evaluation module
      • eval.deeplearn.dl_model_evaluator module
      • Module contents
  • Submodules
  • eval.advanced_classification_evaluation module
    • AdvancedClassificationEvaluation
      • AdvancedClassificationEvaluation.__init__()
      • AdvancedClassificationEvaluation.report()
      • AdvancedClassificationEvaluation.can_report()
      • AdvancedClassificationEvaluation.plot()
      • AdvancedClassificationEvaluation.can_plot()
  • eval.advanced_classification_evaluator module
    • AdvancedClassificationEvaluator
      • AdvancedClassificationEvaluator.extract_eval_args()
      • AdvancedClassificationEvaluator.__init__()
      • AdvancedClassificationEvaluator.eval()
      • AdvancedClassificationEvaluator.__call__()
      • AdvancedClassificationEvaluator.apply_filter()
      • AdvancedClassificationEvaluator.apply_condition()
      • AdvancedClassificationEvaluator.get_fnames_from_filters()
      • AdvancedClassificationEvaluator.eval_args_from_state()
  • eval.classification_evaluation module
    • ClassificationEvaluation
      • ClassificationEvaluation.__init__()
      • ClassificationEvaluation.report()
      • ClassificationEvaluation.can_report()
      • ClassificationEvaluation.plot()
      • ClassificationEvaluation.can_plot()
  • eval.classification_evaluator module
    • ClassificationEvaluator
      • ClassificationEvaluator.extract_eval_args()
      • ClassificationEvaluator.__init__()
      • ClassificationEvaluator.eval()
      • ClassificationEvaluator.__call__()
      • ClassificationEvaluator.metrics_from_names()
      • ClassificationEvaluator.class_metrics_from_names()
      • ClassificationEvaluator.get_indices_from_names()
      • ClassificationEvaluator.find_ignore_mask()
      • ClassificationEvaluator.remove_indices()
  • eval.classification_uncertainty_evaluation module
    • ClassificationUncertaintyEvaluation
      • ClassificationUncertaintyEvaluation.__init__()
      • ClassificationUncertaintyEvaluation.report()
      • ClassificationUncertaintyEvaluation.can_report()
      • ClassificationUncertaintyEvaluation.plot()
      • ClassificationUncertaintyEvaluation.can_plot()
  • eval.classification_uncertainty_evaluator module
    • ClassificationUncertaintyEvaluator
      • ClassificationUncertaintyEvaluator.extract_eval_args()
      • ClassificationUncertaintyEvaluator.__init__()
      • ClassificationUncertaintyEvaluator.eval()
      • ClassificationUncertaintyEvaluator.__call__()
      • ClassificationUncertaintyEvaluator.compute_pwise_entropy()
      • ClassificationUncertaintyEvaluator.compute_weighted_entropy()
      • ClassificationUncertaintyEvaluator.compute_cluster_wise_entropy()
      • ClassificationUncertaintyEvaluator.compute_class_ambiguity()
      • ClassificationUncertaintyEvaluator.eval_args_from_state()
  • eval.evaluation module
    • EvaluationException
      • EvaluationException.__init__()
    • Evaluation
      • Evaluation.__init__()
      • Evaluation.report()
      • Evaluation.can_report()
      • Evaluation.plot()
      • Evaluation.can_plot()
  • eval.evaluator module
    • EvaluatorException
      • EvaluatorException.__init__()
    • Evaluator
      • Evaluator.__init__()
      • Evaluator.eval()
      • Evaluator.__call__()
  • eval.kfold_evaluation module
    • KFoldEvaluation
      • KFoldEvaluation.__init__()
      • KFoldEvaluation.report()
      • KFoldEvaluation.can_report()
      • KFoldEvaluation.plot()
      • KFoldEvaluation.can_plot()
  • eval.kfold_evaluator module
    • KFoldEvaluator
      • KFoldEvaluator.__init__()
      • KFoldEvaluator.eval()
  • eval.rand_forest_evaluation module
    • RandForestEvaluation
      • RandForestEvaluation.__init__()
      • RandForestEvaluation.report()
      • RandForestEvaluation.can_report()
      • RandForestEvaluation.plot()
      • RandForestEvaluation.can_plot()
  • eval.rand_forest_evaluator module
    • RandForestEvaluator
      • RandForestEvaluator.__init__()
      • RandForestEvaluator.eval()
  • eval.raster_grid_evaluation module
    • RasterGridEvaluation
      • RasterGridEvaluation.__init__()
      • RasterGridEvaluation.can_plot()
      • RasterGridEvaluation.plot()
  • eval.raster_grid_evaluator module
    • RasterGridEvaluator
      • RasterGridEvaluator.extract_eval_args()
      • RasterGridEvaluator.__init__()
      • RasterGridEvaluator.eval()
      • RasterGridEvaluator.__call__()
      • RasterGridEvaluator.digest_grids()
      • RasterGridEvaluator.digest_grid()
      • RasterGridEvaluator.digest_standard_grid()
      • RasterGridEvaluator.eval_args_from_state()
      • RasterGridEvaluator.reduce_mean()
      • RasterGridEvaluator.reduce_median()
      • RasterGridEvaluator.reduce_min()
      • RasterGridEvaluator.reduce_max()
      • RasterGridEvaluator.reduce_binary_mask()
      • RasterGridEvaluator.reduce_binary_mask_nofeats()
      • RasterGridEvaluator.reduce_recount()
      • RasterGridEvaluator.reduce_recount_nofeats()
      • RasterGridEvaluator.reduce_relative_recount()
      • RasterGridEvaluator.reduce_relative_recount_nofeats()
      • RasterGridEvaluator.precompute_max_neighbors()
      • RasterGridEvaluator.apply_global_filter()
      • RasterGridEvaluator.filter()
  • eval.regression_evaluation module
    • RegressionEvaluation
      • RegressionEvaluation.__init__()
      • RegressionEvaluation.report()
      • RegressionEvaluation.can_report()
      • RegressionEvaluation.plot()
      • RegressionEvaluation.can_plot()
  • eval.regression_evaluator module
    • RegressionEvaluator
      • RegressionEvaluator.extract_eval_args()
      • RegressionEvaluator.__init__()
      • RegressionEvaluator.eval()
      • RegressionEvaluator.__call__()
      • RegressionEvaluator.generate_metric_functions()
      • RegressionEvaluator.determine_error_measurements()
      • RegressionEvaluator.extract_quantities()
      • RegressionEvaluator.quantify_error()
      • RegressionEvaluator.compute_metrics()
      • RegressionEvaluator.compute_outer_correlations()
      • RegressionEvaluator.compute_qq_distribution()
      • RegressionEvaluator.me_fun()
      • RegressionEvaluator.mse_fun()
      • RegressionEvaluator.rmse_fun()
      • RegressionEvaluator.mae_fun()
      • RegressionEvaluator.maxe_fun()
      • RegressionEvaluator.maxse_fun()
      • RegressionEvaluator.rmaxse_fun()
      • RegressionEvaluator.maxae_fun()
      • RegressionEvaluator.mine_fun()
      • RegressionEvaluator.minse_fun()
      • RegressionEvaluator.rminse_fun()
      • RegressionEvaluator.minae_fun()
      • RegressionEvaluator.mee_fun()
      • RegressionEvaluator.mese_fun()
      • RegressionEvaluator.rmese_fun()
      • RegressionEvaluator.meae_fun()
      • RegressionEvaluator.deve_fun()
      • RegressionEvaluator.devse_fun()
      • RegressionEvaluator.rdevse_fun()
      • RegressionEvaluator.devae_fun()
      • RegressionEvaluator.rangee_fun()
      • RegressionEvaluator.rangese_fun()
      • RegressionEvaluator.rrangese_fun()
      • RegressionEvaluator.rangeae_fun()
      • RegressionEvaluator.q1e_fun()
      • RegressionEvaluator.q1se_fun()
      • RegressionEvaluator.rq1se_fun()
      • RegressionEvaluator.q1ae_fun()
      • RegressionEvaluator.q3e_fun()
      • RegressionEvaluator.q3se_fun()
      • RegressionEvaluator.rq3se_fun()
      • RegressionEvaluator.q3ae_fun()
      • RegressionEvaluator.ske_fun()
      • RegressionEvaluator.skse_fun()
      • RegressionEvaluator.skae_fun()
      • RegressionEvaluator.kue_fun()
      • RegressionEvaluator.kuse_fun()
      • RegressionEvaluator.kuae_fun()
      • RegressionEvaluator.pearson_fun()
      • RegressionEvaluator.spearman_fun()
      • RegressionEvaluator.filter_outliers()
      • RegressionEvaluator.stdev_outlier_filter()
      • RegressionEvaluator.iqr_outlier_filter()
      • RegressionEvaluator.topk_outlier_filter()
      • RegressionEvaluator.botk_outlier_filter()
      • RegressionEvaluator.extremek_outlier_filter()
      • RegressionEvaluator.topp_outlier_filter()
      • RegressionEvaluator.botp_outlier_filter()
      • RegressionEvaluator.extremep_outlier_filter()
      • RegressionEvaluator.eval_args_from_state()
      • RegressionEvaluator.has_report_paths()
      • RegressionEvaluator.has_plot_paths()
  • Module contents
• geometry package
  • Submodules
  • geometry.OrientedBoundingBox module
    • OrientedBoundingBox
      • OrientedBoundingBox.__init__()
      • OrientedBoundingBox.create_from_points()
      • OrientedBoundingBox.get_box_points()
      • OrientedBoundingBox.get_volume()
    • world_to_local_coordinates()
    • local_to_world_coordinates()
    • normalize_vector()
    • local_axes()
  • geometry.PCA module
    • compute_PCA()
  • Module contents
• inout package
  • Submodules
  • inout.classified_pcloud_writer module
    • ClassifiedPcloudWriter
      • ClassifiedPcloudWriter.__init__()
      • ClassifiedPcloudWriter.write()
  • inout.geotiff_io module
    • GeoTiffIO
      • GeoTiffIO.write()
      • GeoTiffIO.write_pcloud()
      • GeoTiffIO.write_pcloud_as_geotiff()
      • GeoTiffIO.write_grid_as_geotiff()
      • GeoTiffIO.build_fgrid_from_pcloud()
      • GeoTiffIO.validate_geotiff_spec()
      • GeoTiffIO.generate_raster()
  • inout.io_utils module
    • IOUtils
      • IOUtils.make_directory()
      • IOUtils.validate_path_to_file()
      • IOUtils.validate_path_to_directory()
      • IOUtils.validate_url_to_file()
      • IOUtils.is_url()
      • IOUtils.does_file_exist()
  • inout.json_io module
    • JsonIO
      • JsonIO.read()
  • inout.model_io module
    • ModelIO
      • ModelIO.read()
      • ModelIO.write()
  • inout.model_writer module
    • ModelWriter
      • ModelWriter.extract_writer_args()
      • ModelWriter.__init__()
      • ModelWriter.write()
  • inout.pipeline_io module
    • PipelineIO
      • PipelineIO.read_predictive_pipeline()
      • PipelineIO.write_predictive_pipeline()
  • inout.point_cloud_io module
    • PointCloudIO
      • PointCloudIO.read()
      • PointCloudIO.read_path()
      • PointCloudIO.read_url()
      • PointCloudIO.write()
  • inout.predictions_writer module
    • PredictionsWriter
      • PredictionsWriter.extract_writer_args()
      • PredictionsWriter.__init__()
      • PredictionsWriter.write()
  • inout.predictive_pipeline_writer module
    • PredictivePipelineWriter
      • PredictivePipelineWriter.extract_writer_args()
      • PredictivePipelineWriter.__init__()
      • PredictivePipelineWriter.write()
  • inout.writer module
    • WriterException
      • WriterException.__init__()
    • Writer
      • Writer.extract_writer_args()
      • Writer.__init__()
      • Writer.write()
      • Writer.prepare_path()
      • Writer.needs_prefix()
  • inout.writer_utils module
    • WriterUtils
      • WriterUtils.extract_writer_class()
  • Module contents
• main package
  • Submodules
  • main.main module
    • main()
    • main_vl3d()
    • main_test()
  • main.main_args module
    • ArgsParser
      • ArgsParser.parse_main_type()
  • main.main_clustering module
    • MainClustering
      • MainClustering.main()
      • MainClustering.extract_input_path()
      • MainClustering.extract_output_path()
      • MainClustering.extract_clusterer_class()
  • main.main_config module
    • main_config_init()
    • main_config_subdict_init()
  • main.main_eval module
    • MainEval
      • MainEval.main()
      • MainEval.extract_eval_class()
  • main.main_logger module
    • main_logger_init()
  • main.main_memcheck module
  • main.main_mine module
    • MainMine
      • MainMine.main()
      • MainMine.extract_input_path()
      • MainMine.extract_output_path()
      • MainMine.extract_miner_class()
  • main.main_pipeline module
    • MainPipeline
      • MainPipeline.main()
      • MainPipeline.extract_pipeline_class()
  • main.main_predict module
    • MainPredict
      • MainPredict.main()
      • MainPredict.extract_input_path()
      • MainPredict.load_model()
      • MainPredict.export_predictions()
  • main.main_test module
    • MainTest
      • MainTest.main()
  • main.main_train module
    • MainTrain
      • MainTrain.main()
      • MainTrain.extract_input_path()
      • MainTrain.extract_output_path()
      • MainTrain.extract_model_class()
      • MainTrain.extract_pretrained_model()
  • main.vl3d_exception module
    • VL3DException
      • VL3DException.__init__()
  • Module contents
• mining package
  • Submodules
  • mining.decorated_miner module
    • DecoratedMiner
      • DecoratedMiner.extract_miner_args()
      • DecoratedMiner.__init__()
      • DecoratedMiner.get_decorated_fnames()
      • DecoratedMiner.get_decorated_frenames()
  • mining.fps_decorated_miner module
    • FPSDecoratedMiner
      • FPSDecoratedMiner.extract_miner_args()
      • FPSDecoratedMiner.__init__()
      • FPSDecoratedMiner.mine()
  • mining.geom_feats_miner module
    • GeomFeatsMiner
      • GeomFeatsMiner.extract_miner_args()
      • GeomFeatsMiner.__init__()
      • GeomFeatsMiner.mine()
  • mining.geom_feats_minerpp module
    • GeomFeatsMinerPP
      • GeomFeatsMinerPP.extract_miner_args()
      • GeomFeatsMinerPP.__init__()
      • GeomFeatsMinerPP.mine()
  • mining.height_feats_miner module
    • HeightFeatsMiner
      • HeightFeatsMiner.extract_miner_args()
      • HeightFeatsMiner.__init__()
      • HeightFeatsMiner.mine()
      • HeightFeatsMiner.compute_height_features()
      • HeightFeatsMiner.compute_height_features_on_support()
      • HeightFeatsMiner.compute_pwise_height_features()
      • HeightFeatsMiner.select_support_height_functions()
      • HeightFeatsMiner.select_height_functions()
  • mining.height_feats_minerpp module
    • HeightFeatsMinerPP
      • HeightFeatsMinerPP.extract_miner_args()
      • HeightFeatsMinerPP.__init__()
      • HeightFeatsMinerPP.compute_height_features()
  • mining.hsv_from_rgb_miner module
    • HSVFromRGBMiner
      • HSVFromRGBMiner.extract_miner_args()
      • HSVFromRGBMiner.__init__()
      • HSVFromRGBMiner.mine()
      • HSVFromRGBMiner.RGB_to_HSV()
  • mining.min_dist_decorated_miner module
    • MinDistDecoratedMiner
      • MinDistDecoratedMiner.extract_miner_args()
      • MinDistDecoratedMiner.__init__()
      • MinDistDecoratedMiner.mine()
  • mining.miner module
    • MinerException
      • MinerException.__init__()
    • Miner
      • Miner.__init__()
      • Miner.mine()
      • Miner.get_structure_space_matrix()
      • Miner.get_feature_type()
      • Miner.get_feature_space_matrix()
  • mining.recount_miner module
    • RecountMiner
      • RecountMiner.extract_miner_args()
      • RecountMiner.__init__()
      • RecountMiner.mine()
      • RecountMiner.get_recount_names_from_filter()
      • RecountMiner.fname_to_feature_index()
      • RecountMiner.compute_recount()
      • RecountMiner.compute_filter()
      • RecountMiner.recount_absolute_frequency()
      • RecountMiner.recount_relative_frequency()
      • RecountMiner.recount_surface_density()
      • RecountMiner.recount_volume_density()
      • RecountMiner.recount_vertical_segments()
      • RecountMiner.apply_conditions()
      • RecountMiner.apply_condition()
      • RecountMiner.get_decorated_fnames()
  • mining.recount_minerpp module
    • RecountMinerPP
      • RecountMinerPP.extract_miner_args()
      • RecountMinerPP.__init__()
      • RecountMinerPP.mine()
      • RecountMinerPP.extract_cpp_conditions()
      • RecountMinerPP.get_recount_names_from_filter()
  • mining.sampling_decorated_miner module
    • SamplingDecoratedMiner
      • SamplingDecoratedMiner.extract_miner_args()
      • SamplingDecoratedMiner.__init__()
  • mining.simple_smooth_decorated_miner module
    • SimpleSmoothDecoratedMiner
      • SimpleSmoothDecoratedMiner.extract_miner_args()
      • SimpleSmoothDecoratedMiner.__init__()
      • SimpleSmoothDecoratedMiner.mine()
  • mining.smooth_feats_miner module
    • SmoothFeatsMiner
      • SmoothFeatsMiner.extract_miner_args()
      • SmoothFeatsMiner.__init__()
      • SmoothFeatsMiner.mine()
      • SmoothFeatsMiner.compute_smooth_features()
      • SmoothFeatsMiner.mean_f()
      • SmoothFeatsMiner.weighted_mean_f()
      • SmoothFeatsMiner.gaussian_rbf()
      • SmoothFeatsMiner.knn_neighborhood_f()
      • SmoothFeatsMiner.sphere_neighborhood_f()
      • SmoothFeatsMiner.cylinder_neighborhood_f()
      • SmoothFeatsMiner.nan_policy_propagate_f()
      • SmoothFeatsMiner.nan_policy_replace_f()
      • SmoothFeatsMiner.prepare_mining()
      • SmoothFeatsMiner.prepare_chunks()
      • SmoothFeatsMiner.prepare_chunk()
      • SmoothFeatsMiner.prepare_subchunk()
      • SmoothFeatsMiner.prepare_mined_features_chunk()
  • mining.smooth_feats_minerpp module
    • SmoothFeatsMinerPP
      • SmoothFeatsMinerPP.extract_miner_args()
      • SmoothFeatsMinerPP.__init__()
      • SmoothFeatsMinerPP.mine()
  • mining.take_closest_miner module
    • TakeClosestMiner
      • TakeClosestMiner.extract_miner_args()
      • TakeClosestMiner.__init__()
      • TakeClosestMiner.mine()
  • Module contents
• model package
  • Subpackages
    • model.deeplearn package
      • Subpackages
      • Submodules
      • model.deeplearn.conv_autoenc_pwise_classif_model module
      • model.deeplearn.deep_learning_exception module
      • model.deeplearn.point_net_pwise_classif_model module
      • model.deeplearn.rbf_net_pwise_classif_model module
      • model.deeplearn.spconv3d_pwise_classif_model module
      • Module contents
    • model.tdcomp package
      • Submodules
      • model.tdcomp.classwise_sampler module
      • model.tdcomp.smote module
      • model.tdcomp.training_data_component module
      • Module contents
  • Submodules
  • model.classification_model module
    • ClassificationModel
      • ClassificationModel.extract_model_args()
      • ClassificationModel.__init__()
      • ClassificationModel.overwrite_pretrained_model()
      • ClassificationModel.autoval()
      • ClassificationModel.on_training_finished()
      • ClassificationModel.autoval_metrics_from_names()
  • model.decorated_model module
    • DecoratedModel
      • DecoratedModel.extract_model_args()
      • DecoratedModel.__init__()
      • DecoratedModel.predict()
      • DecoratedModel.prepare_model()
      • DecoratedModel.overwrite_pretrained_model()
      • DecoratedModel.get_input_from_pcloud()
      • DecoratedModel.is_deep_learning_model()
      • DecoratedModel.training()
      • DecoratedModel.autoval()
      • DecoratedModel.train_base()
      • DecoratedModel.train_autoval()
      • DecoratedModel.train_stratified_kfold()
      • DecoratedModel.on_training_finished()
      • DecoratedModel.decorate_pcloud()
      • DecoratedModel.propagate()
      • DecoratedModel.get_fnames_recursively()
      • DecoratedModel.fnames
  • model.fps_decorated_model module
    • FPSDecoratedModel
      • FPSDecoratedModel.extract_model_args()
      • FPSDecoratedModel.__init__()
      • FPSDecoratedModel.train()
      • FPSDecoratedModel.decorate_pcloud()
      • FPSDecoratedModel.propagate()
  • model.mindist_decorated_model module
    • MinDistDecoratedModel
      • MinDistDecoratedModel.extract_model_args()
      • MinDistDecoratedModel.__init__()
      • MinDistDecoratedModel.train()
      • MinDistDecoratedModel.decorate_pcloud()
      • MinDistDecoratedModel.propagate()
  • model.model module
    • ModelException
      • ModelException.__init__()
    • Model
      • Model.extract_model_args()
      • Model.__init__()
      • Model.train()
      • Model.predict()
      • Model.prepare_model()
      • Model.overwrite_pretrained_model()
      • Model.get_input_from_pcloud()
      • Model.is_deep_learning_model()
      • Model.training()
      • Model.autoval()
      • Model.train_base()
      • Model.train_autoval()
      • Model.train_stratified_kfold()
      • Model.on_training_finished()
      • Model.optimize_data_types()
  • model.model_op module
    • ModelOpException
    • ModelOp
      • ModelOp.OP
      • ModelOp.__init__()
      • ModelOp.__call__()
      • ModelOp.update_model_paths()
      • ModelOp.update_dl_model_paths()
      • ModelOp.restore_model_paths()
      • ModelOp.restore_dl_model_paths()
      • ModelOp.path_needs_update()
      • ModelOp.merge_path()
  • model.random_forest_classification_model module
    • RandomForestClassificationModel
      • RandomForestClassificationModel.extract_model_args()
      • RandomForestClassificationModel.__init__()
      • RandomForestClassificationModel.prepare_model()
      • RandomForestClassificationModel.training()
      • RandomForestClassificationModel.on_training_finished()
  • Module contents
• pcloud package
  • Subpackages
    • pcloud.factory package
      • Submodules
      • pcloud.factory.point_cloud_arrays_factory module
      • pcloud.factory.point_cloud_factory module
      • pcloud.factory.point_cloud_file_factory module
      • Module contents
  • Submodules
  • pcloud.mem_to_file_proxy module
    • MemToFileProxy
      • MemToFileProxy.__init__()
      • MemToFileProxy.dump()
      • MemToFileProxy.load()
      • MemToFileProxy.release()
      • MemToFileProxy.is_dump_recommended()
      • MemToFileProxy.is_dumped()
  • pcloud.point_cloud module
    • PointCloudException
      • PointCloudException.__init__()
    • PointCloud
      • PointCloud.__init__()
      • PointCloud.get_num_points()
      • PointCloud.get_header()
      • PointCloud.get_coordinates_matrix()
      • PointCloud.get_features_matrix()
      • PointCloud.get_features_names()
      • PointCloud.has_given_features()
      • PointCloud.get_classes_vector()
      • PointCloud.has_classes()
      • PointCloud.get_predictions_vector()
      • PointCloud.has_predictions()
      • PointCloud.equals()
      • PointCloud.add_features()
      • PointCloud.set_feature()
      • PointCloud.remove_features()
      • PointCloud.preserve_mask()
      • PointCloud.remove_mask()
      • PointCloud.set_classes_vector()
      • PointCloud.clear_data()
      • PointCloud.set_coordinates()
      • PointCloud.update_scale()
      • PointCloud.set_scale()
      • PointCloud.proxy_dump()
      • PointCloud.proxy_load()
  • pcloud.point_cloud_factory_facade module
    • PointCloudFactoryFacade
      • PointCloudFactoryFacade.make_from_file()
      • PointCloudFactoryFacade.make_from_arrays()
      • PointCloudFactoryFacade.make_from_pcloud()
  • pcloud.point_cloud_filter module
    • PointCloudFilter
      • PointCloudFilter.__init__()
      • PointCloudFilter.filter()
      • PointCloudFilter.apply_relational()
  • Module contents
• pipeline package
  • Subpackages
    • pipeline.handle package
      • Submodules
      • pipeline.handle.pcloud_concat_handler module
      • pipeline.handle.pipeline_decoration_handler module
      • Module contents
    • pipeline.pps package
      • Submodules
      • pipeline.pps.pipeline_predictive_strategy module
      • pipeline.pps.pps_sequential module
      • Module contents
    • pipeline.state package
      • Submodules
      • pipeline.state.pipeline_state module
      • pipeline.state.simple_pipeline_state module
      • Module contents
  • Submodules
  • pipeline.pipeline module
    • PipelineException
      • PipelineException.__init__()
    • Pipeline
      • Pipeline.__init__()
      • Pipeline.run()
      • Pipeline.to_predictive_pipeline()
      • Pipeline.is_using_deep_learning()
      • Pipeline.write_deep_learning_model()
  • pipeline.pipeline_executor module
    • PipelineExecutorException
      • PipelineExecutorException.__init__()
    • PipelineExecutor
      • PipelineExecutor.__init__()
      • PipelineExecutor.__call__()
      • PipelineExecutor.load_input()
      • PipelineExecutor.pre_process()
      • PipelineExecutor.process()
      • PipelineExecutor.post_process()
  • pipeline.predictive_pipeline module
    • PredictivePipeline
      • PredictivePipeline.__init__()
      • PredictivePipeline.predict()
      • PredictivePipeline.get_first_model()
      • PredictivePipeline.is_using_deep_learning()
      • PredictivePipeline.write_deep_learning_model()
  • pipeline.sequential_pipeline module
    • SequentialPipeline
      • SequentialPipeline.__init__()
      • SequentialPipeline.run()
      • SequentialPipeline.run_for_in_pcloud()
      • SequentialPipeline.run_for_in_pcloud_concat()
      • SequentialPipeline.run_case()
      • SequentialPipeline.to_predictive_pipeline()
      • SequentialPipeline.is_using_deep_learning()
      • SequentialPipeline.write_deep_learning_model()
  • Module contents
• plot package
  • Submodules
  • plot.advanced_classification_plot module
    • AdvancedClassificationPlot
      • AdvancedClassificationPlot.__init__()
      • AdvancedClassificationPlot.plot()
      • AdvancedClassificationPlot.plot_global_metrics()
      • AdvancedClassificationPlot.plot_classwise_metrics()
      • AdvancedClassificationPlot.plot_confusion_matrices()
      • AdvancedClassificationPlot.plot_class_distribution()
      • AdvancedClassificationPlot.has_global_metrics()
      • AdvancedClassificationPlot.has_classwise_metrics()
      • AdvancedClassificationPlot.has_confusion_matrices()
      • AdvancedClassificationPlot.has_class_distribution()
  • plot.class_reduction_plot module
    • ClassReductionPlot
      • ClassReductionPlot.__init__()
      • ClassReductionPlot.plot()
      • ClassReductionPlot.plot_class_distribution()
  • plot.classification_plot module
    • ClassificationPlot
      • ClassificationPlot.__init__()
      • ClassificationPlot.plot()
      • ClassificationPlot.plot_confusion_matrix()
      • ClassificationPlot.plot_class_distribution()
      • ClassificationPlot.do_class_distributions_subplots()
      • ClassificationPlot.do_confusion_matrix_plot()
      • ClassificationPlot.has_confusion_matrix()
      • ClassificationPlot.has_class_distribution()
  • plot.classification_uncertainty_plot module
    • ClassificationUncertaintyPlot
      • ClassificationUncertaintyPlot.__init__()
      • ClassificationUncertaintyPlot.plot()
      • ClassificationUncertaintyPlot.plot_full_histogram()
      • ClassificationUncertaintyPlot.plot_hitfail_histogram()
      • ClassificationUncertaintyPlot.plot_classwise_violin()
  • plot.distance_reclassification_plot module
    • DistanceReclassificationPlot
      • DistanceReclassificationPlot.__init__()
      • DistanceReclassificationPlot.plot()
      • DistanceReclassificationPlot.plot_class_distribution()
  • plot.feature_processing_layer_plot module
    • FeatureProcessingLayerPlot
      • FeatureProcessingLayerPlot.__init__()
      • FeatureProcessingLayerPlot.plot()
  • plot.features_structuring_layer_plot module
    • FeaturesStructuringLayerPlot
      • FeaturesStructuringLayerPlot.__init__()
      • FeaturesStructuringLayerPlot.plot()
  • plot.kfold_plot module
    • KFoldPlot
      • KFoldPlot.__init__()
      • KFoldPlot.plot()
  • plot.kpconv_layer_plot module
    • KPConvLayerPlot
      • KPConvLayerPlot.__init__()
      • KPConvLayerPlot.plot()
      • KPConvLayerPlot.plot_kernel_structure()
      • KPConvLayerPlot.plot_kernel_weights()
      • KPConvLayerPlot.plot_kernel_weights_as_matrix()
      • KPConvLayerPlot.plot_kernel_weights_as_historgram()
  • plot.light_kpconv_layer_plot module
    • LightKPConvLayerPlot
      • LightKPConvLayerPlot.__init__()
      • LightKPConvLayerPlot.plot()
      • LightKPConvLayerPlot.plot_kernel_weights()
      • LightKPConvLayerPlot.plot_scale_factors()
  • plot.mpl_plot module
    • MplPlot
      • MplPlot.__init__()
      • MplPlot.save_show_and_clear()
  • plot.pca_variance_plot module
    • PCAVariancePlot
      • PCAVariancePlot.__init__()
      • PCAVariancePlot.plot()
  • plot.plot module
    • PlotException
      • PlotException.__init__()
    • Plot
      • Plot.__init__()
      • Plot.plot()
  • plot.plot_utils module
    • PlotUtils
      • PlotUtils.rows_and_cols_for_nplots()
  • plot.rand_forest_plot module
    • RandForestPlot
      • RandForestPlot.__init__()
      • RandForestPlot.plot()
      • RandForestPlot.plot_tree()
  • plot.raster_grid_plot module
    • RasterGridPlot
      • RasterGridPlot.__init__()
      • RasterGridPlot.plot()
  • plot.receptive_fields_distribution_plot module
    • ReceptiveFieldsDistributionPlot
      • ReceptiveFieldsDistributionPlot.__init__()
      • ReceptiveFieldsDistributionPlot.plot()
      • ReceptiveFieldsDistributionPlot.count()
      • ReceptiveFieldsDistributionPlot.plot_counts()
  • plot.regression_plot module
    • RegressionPlot
      • RegressionPlot.__init__()
      • RegressionPlot.plot()
      • RegressionPlot.plot_regressions()
      • RegressionPlot.plot_residuals()
      • RegressionPlot.plot_regressions_hist2d()
      • RegressionPlot.plot_residuals_hist2d()
      • RegressionPlot.plot_scatter()
      • RegressionPlot.plot_scatter_hist2d()
      • RegressionPlot.plot_QQ()
      • RegressionPlot.plot_summary()
      • RegressionPlot.plot_error_scatter()
      • RegressionPlot.plot_error_hist2d()
      • RegressionPlot.has_residual_info()
      • RegressionPlot.has_scatter_info()
      • RegressionPlot.has_QQ_info()
      • RegressionPlot.has_summary_info()
  • plot.training_history_plot module
    • TrainingHistoryPlot
      • TrainingHistoryPlot.__init__()
      • TrainingHistoryPlot.plot()
      • TrainingHistoryPlot.do_isolated_plot()
      • TrainingHistoryPlot.do_summary_plot()
      • TrainingHistoryPlot.format_plot()
      • TrainingHistoryPlot.filter_values()
  • Module contents
• report package
  • Submodules
  • report.advanced_classification_report module
    • AdvancedClassificationReport
      • AdvancedClassificationReport.CONFMAT_SEPARATOR
      • AdvancedClassificationReport.__init__()
      • AdvancedClassificationReport.to_global_eval_string()
      • AdvancedClassificationReport.to_class_eval_string()
      • AdvancedClassificationReport.to_confusion_matrices_string()
      • AdvancedClassificationReport.to_class_distribution_string()
      • AdvancedClassificationReport.to_file()
      • AdvancedClassificationReport.has_global_eval_info()
      • AdvancedClassificationReport.has_class_eval_info()
      • AdvancedClassificationReport.has_confusion_matrix()
      • AdvancedClassificationReport.has_class_distribution_info()
  • report.best_score_selection_report module
    • BestScoreSelectionReport
      • BestScoreSelectionReport.__init__()
  • report.class_reduction_report module
    • ClassReductionReport
      • ClassReductionReport.__init__()
      • ClassReductionReport.to_class_distribution()
  • report.classification_report module
    • ClassificationReport
      • ClassificationReport.__init__()
      • ClassificationReport.to_global_eval_string()
      • ClassificationReport.to_class_eval_string()
      • ClassificationReport.to_confusion_matrix_string()
      • ClassificationReport.to_class_distribution_string()
      • ClassificationReport.to_file()
      • ClassificationReport.has_global_eval_info()
      • ClassificationReport.has_class_eval_info()
      • ClassificationReport.has_confusion_matrix()
      • ClassificationReport.has_class_distribution_info()
  • report.classification_uncertainty_report module
    • ClassificationUncertaintyReport
      • ClassificationUncertaintyReport.__init__()
      • ClassificationUncertaintyReport.to_file()
  • report.classified_pcloud_report module
    • ClassifiedPcloudReport
      • ClassifiedPcloudReport.__init__()
      • ClassifiedPcloudReport.to_file()
  • report.deep_learning_model_summary_report module
    • DeepLearningModelSummaryReport
      • DeepLearningModelSummaryReport.__init__()
  • report.distance_reclassification_report module
    • DistanceReclassificationReport
      • DistanceReclassificationReport.__init__()
      • DistanceReclassificationReport.to_class_distribution()
  • report.feature_processing_layer_report module
    • FeatureProcessingLayerReport
      • FeatureProcessingLayerReport.__init__()
      • FeatureProcessingLayerReport.to_file()
  • report.features_structuring_layer_report module
    • FeaturesStructuringLayerReport
      • FeaturesStructuringLayerReport.__init__()
      • FeaturesStructuringLayerReport.to_file()
  • report.hyper_search_report module
    • HyperSearchReport
      • HyperSearchReport.__init__()
  • report.kfold_report module
    • KFoldReport
      • KFoldReport.__init__()
  • report.kpconv_layer_report module
    • KPConvLayerReport
      • KPConvLayerReport.__init__()
      • KPConvLayerReport.to_file()
  • report.light_kpconv_layer_report module
    • LightKPConvLayerReport
      • LightKPConvLayerReport.__init__()
      • LightKPConvLayerReport.to_file()
  • report.meta_report module
    • MetaReport
      • MetaReport.__init__()
      • MetaReport.to_file()
  • report.minmax_normalization_report module
    • MinmaxNormalizationReport
      • MinmaxNormalizationReport.__init__()
  • report.pca_projection_report module
    • PCAProjectionReport
      • PCAProjectionReport.__init__()
  • report.pwise_activations_report module
    • PwiseActivationsReport
      • PwiseActivationsReport.__init__()
      • PwiseActivationsReport.to_file()
  • report.rand_forest_report module
    • RandForestReport
      • RandForestReport.__init__()
  • report.receptive_field_oversampling_report module
    • ReceptiveFieldOversamplingReport
      • ReceptiveFieldOversamplingReport.__init__()
      • ReceptiveFieldOversamplingReport.to_file()
  • report.receptive_fields_distribution_report module
    • ReceptiveFieldsDistributionReport
      • ReceptiveFieldsDistributionReport.__init__()
      • ReceptiveFieldsDistributionReport.count()
  • report.receptive_fields_report module
    • ReceptiveFieldsReport
      • ReceptiveFieldsReport.__init__()
      • ReceptiveFieldsReport.to_file()
  • report.regression_report module
    • RegressionReport
      • RegressionReport.__init__()
      • RegressionReport.to_regression_eval_string()
      • RegressionReport.to_outer_correlation_string()
      • RegressionReport.to_QQ_distribution_string()
      • RegressionReport.to_file()
      • RegressionReport.has_regression_eval_info()
      • RegressionReport.has_outer_correlation_info()
      • RegressionReport.has_QQ_distribution_info()
  • report.report module
    • ReportException
      • ReportException.__init__()
    • Report
      • Report.__init__()
      • Report.to_string()
      • Report.to_file()
  • report.standardization_report module
    • StandardizationReport
      • StandardizationReport.__init__()
  • report.training_history_report module
    • TrainingHistoryReport
      • TrainingHistoryReport.__init__()
  • report.variance_selection_report module
    • VarianceSelectionReport
      • VarianceSelectionReport.__init__()
  • Module contents
• tests package
  • Submodules
  • tests.contextual_point_layer_test module
    • ContextualPointLayerTest
      • ContextualPointLayerTest.__init__()
      • ContextualPointLayerTest.run()
      • ContextualPointLayerTest.validate()
  • tests.dl_offline_sequencer_test module
    • DLOfflineSequencerTest
      • DLOfflineSequencerTest.MockArchitecture
      • DLOfflineSequencerTest.__init__()
      • DLOfflineSequencerTest.run()
      • DLOfflineSequencerTest.run_test_case1()
      • DLOfflineSequencerTest.run_test_case2()
      • DLOfflineSequencerTest.run_test_case3()
      • DLOfflineSequencerTest.run_test_case4()
      • DLOfflineSequencerTest.run_test_case5()
      • DLOfflineSequencerTest.run_test_case6()
      • DLOfflineSequencerTest.run_test_case7()
      • DLOfflineSequencerTest.run_test_case8()
      • DLOfflineSequencerTest.run_test_case9()
      • DLOfflineSequencerTest.run_test_case10()
      • DLOfflineSequencerTest.binarize_labels()
      • DLOfflineSequencerTest.validate()
      • DLOfflineSequencerTest.validate_many_point_clouds()
      • DLOfflineSequencerTest.validate_outputs()
  • tests.dl_sparse_shadow_sequencer_test module
    • DLSparseShadowSequencerTest
      • DLSparseShadowSequencerTest.__init__()
      • DLSparseShadowSequencerTest.run()
  • tests.downsampling_spconv3d_layer_test module
    • DownsamplingSpConv3DLayerTest
      • DownsamplingSpConv3DLayerTest.__init__()
      • DownsamplingSpConv3DLayerTest.run()
  • tests.features_downsampling_layer_test module
    • FeaturesDownsamplingLayerTest
      • FeaturesDownsamplingLayerTest.__init__()
      • FeaturesDownsamplingLayerTest.run()
      • FeaturesDownsamplingLayerTest.validate_mean_downsampling()
      • FeaturesDownsamplingLayerTest.validate_max_downsampling()
      • FeaturesDownsamplingLayerTest.validate_gaussian_downsampling()
      • FeaturesDownsamplingLayerTest.validate_exponential_downsampling()
      • FeaturesDownsamplingLayerTest.validate_nearest_downsampling()
  • tests.features_structuring_layer_test module
    • FeaturesStructuringLayerTest
      • FeaturesStructuringLayerTest.__init__()
      • FeaturesStructuringLayerTest.run()
      • FeaturesStructuringLayerTest.compute_expected_output()
      • FeaturesStructuringLayerTest.tf_compute_output()
      • FeaturesStructuringLayerTest.validate_output()
  • tests.features_upsampling_layer_test module
    • FeaturesUpsamplingLayerTest
      • FeaturesUpsamplingLayerTest.__init__()
      • FeaturesUpsamplingLayerTest.run()
      • FeaturesUpsamplingLayerTest.validate_mean_upsampling()
      • FeaturesUpsamplingLayerTest.validate_max_upsampling()
      • FeaturesUpsamplingLayerTest.validate_gaussian_upsampling()
      • FeaturesUpsamplingLayerTest.validate_exponential_upsampling()
      • FeaturesUpsamplingLayerTest.validate_nearest_upsampling()
  • tests.fps_decorator_test module
    • FPSDecoratorTest
      • FPSDecoratorTest.__init__()
      • FPSDecoratorTest.run()
      • FPSDecoratorTest.validate_transformer()
  • tests.fps_pre_processing_test module
    • FPSPreProcessingTest
      • FPSPreProcessingTest.__init__()
      • FPSPreProcessingTest.run()
      • FPSPreProcessingTest.testFPSPreProc()
  • tests.freeze_training_test module
    • FreezeTrainingTest
      • FreezeTrainingTest.__init__()
      • FreezeTrainingTest.run()
      • FreezeTrainingTest.check_test_case1()
      • FreezeTrainingTest.check_test_case2()
      • FreezeTrainingTest.check_test_case3()
      • FreezeTrainingTest.check_test_case4()
      • FreezeTrainingTest.check_test_case5()
      • FreezeTrainingTest.check_test_case6()
      • FreezeTrainingTest.check_test_case7()
      • FreezeTrainingTest.build_mock_model_handler()
      • FreezeTrainingTest.validate()
      • FreezeTrainingTest.validate_random()
  • tests.geometric_affine_layer_test module
    • GeometricAffineLayerTest
      • GeometricAffineLayerTest.__init__()
      • GeometricAffineLayerTest.run()
      • GeometricAffineLayerTest.validate()
  • tests.grouped_point_transformer_layer_test module
    • GroupedPointTransformerLayerTest
      • GroupedPointTransformerLayerTest.__init__()
      • GroupedPointTransformerLayerTest.run()
      • GroupedPointTransformerLayerTest.validate()
  • tests.grouping_point_net_layer_test module
    • GroupingPointNetLayerTest
      • GroupingPointNetLayerTest.__init__()
      • GroupingPointNetLayerTest.run()
      • GroupingPointNetLayerTest.validate_no_activation()
  • tests.hierarchical_receptive_field_test module
    • HierarchicalReceptiveFieldTest
      • HierarchicalReceptiveFieldTest.__init__()
      • HierarchicalReceptiveFieldTest.run()
  • tests.hourglass_layer_test module
    • HourglassLayerTest
      • HourglassLayerTest.__init__()
      • HourglassLayerTest.run()
      • HourglassLayerTest.validate_hourglass()
  • tests.hsv_from_rgb_test module
    • HSVFromRGBTest
      • HSVFromRGBTest.__init__()
      • HSVFromRGBTest.run()
  • tests.interdimensional_point_transformer_layer_test module
    • InterdimensionalPointTransformerLayerTest
      • InterdimensionalPointTransformerLayerTest.__init__()
      • InterdimensionalPointTransformerLayerTest.run()
      • InterdimensionalPointTransformerLayerTest.validate()
  • tests.keras_test module
    • KerasTest
      • KerasTest.__init__()
      • KerasTest.run()
  • tests.kpconv_layer_test module
    • KPConvLayerTest
      • KPConvLayerTest.__init__()
      • KPConvLayerTest.run()
      • KPConvLayerTest.validate_no_activation()
  • tests.kpconvx_layer_test module
    • KPConvXLayerTest
      • KPConvXLayerTest.__init__()
      • KPConvXLayerTest.run()
      • KPConvXLayerTest.validate()
  • tests.las_inout_test module
    • LASInoutTest
      • LASInoutTest.__init__()
      • LASInoutTest.run()
  • tests.light_kpconv_layer_test module
    • LightKPConvLayerTest
      • LightKPConvLayerTest.__init__()
      • LightKPConvLayerTest.run()
      • LightKPConvLayerTest.validate_no_activation()
  • tests.min_dist_decimator_test module
    • MinDistDecimatorTest
      • MinDistDecimatorTest.__init__()
      • MinDistDecimatorTest.run()
      • MinDistDecimatorTest.validate_decimator()
  • tests.model_serialization_test module
    • ModelSerializationTest
      • ModelSerializationTest.__init__()
      • ModelSerializationTest.run()
      • ModelSerializationTest.test_random_forest_classifier()
      • ModelSerializationTest.test_point_net_pwise_classifier()
      • ModelSerializationTest.test_rbf_net_pwise_classifier()
      • ModelSerializationTest.test_point_netpp_pwise_classifier()
      • ModelSerializationTest.test_kpconv_pwise_classifier()
      • ModelSerializationTest.test_light_kpconv_pwise_classifier()
      • ModelSerializationTest.test_sflnet_pwise_classifier()
      • ModelSerializationTest.test_pttransf_pwise_classifier()
      • ModelSerializationTest.test_gpttransf_pwise_classifier()
      • ModelSerializationTest.test_spconv_pwise_classifier()
      • ModelSerializationTest.validate_deserialized_model()
      • ModelSerializationTest.model_weights_validation()
      • ModelSerializationTest.model_output_validation()
  • tests.point_mlp_layer_test module
    • PointMLPLayerTest
      • PointMLPLayerTest.__init__()
      • PointMLPLayerTest.run()
      • PointMLPLayerTest.validate()
  • tests.point_transformer_layer_test module
    • PointTransformerLayerTest
      • PointTransformerLayerTest.__init__()
      • PointTransformerLayerTest.run()
      • PointTransformerLayerTest.validate()
  • tests.prediction_reducer_test module
    • PredictionReducerTest
      • PredictionReducerTest.__init__()
      • PredictionReducerTest.run()
      • PredictionReducerTest.check_pr()
  • tests.ragged_losses_test module
    • RaggedLossesTest
      • RaggedLossesTest.__init__()
      • RaggedLossesTest.run()
      • RaggedLossesTest.test_classification_losses()
      • RaggedLossesTest.test_ragged_classification_losses()
  • tests.rbf_feat_extract_layer_test module
    • RBFFeatExtractLayerTest
      • RBFFeatExtractLayerTest.__init__()
      • RBFFeatExtractLayerTest.run()
      • RBFFeatExtractLayerTest.compute_expected_output()
      • RBFFeatExtractLayerTest.validate_output()
  • tests.rbf_feat_processing_layer_test module
    • RBFFeatProcessingLayerTest
      • RBFFeatProcessingLayerTest.__init__()
      • RBFFeatProcessingLayerTest.run()
      • RBFFeatProcessingLayerTest.compute_expected_output()
      • RBFFeatProcessingLayerTest.validate_output()
  • tests.receptive_field_test module
    • ReceptiveFieldTest
      • ReceptiveFieldTest.__init__()
      • ReceptiveFieldTest.run()
      • ReceptiveFieldTest.test_grid_receptive_fields()
      • ReceptiveFieldTest.test_fps_receptive_fields()
      • ReceptiveFieldTest.test_grid_receptive_field()
      • ReceptiveFieldTest.test_fps_receptive_field()
  • tests.shadow_activation_layer_test module
    • ShadowActivationLayerTest
      • ShadowActivationLayerTest.__init__()
      • ShadowActivationLayerTest.run()
  • tests.shadow_batch_normalization_layer_test module
    • ShadowBatchNormalizationLayerTest
      • ShadowBatchNormalizationLayerTest.__init__()
      • ShadowBatchNormalizationLayerTest.run()
  • tests.shadow_conv1d_layer_test module
    • ShadowConv1DLayerTest
      • ShadowConv1DLayerTest.__init__()
      • ShadowConv1DLayerTest.run()
      • ShadowConv1DLayerTest.validate()
  • tests.shadow_dense_layer_test module
    • ShadowDenseLayerTest
      • ShadowDenseLayerTest.__init__()
      • ShadowDenseLayerTest.run()
  • tests.simple_smoother_decorator_test module
    • SimpleSmootherDecoratorTest
      • SimpleSmootherDecoratorTest.__init__()
      • SimpleSmootherDecoratorTest.run()
  • tests.spconv3d_arch_test module
    • SpConv3DArchTest
      • SpConv3DArchTest.MAX_DEPTH
      • SpConv3DArchTest.__init__()
      • SpConv3DArchTest.run()
      • SpConv3DArchTest.synchronize_models()
      • SpConv3DArchTest.replica_test()
  • tests.spconv3d_decoding_layer_test module
    • SpConv3DDecodingLayerTest
      • SpConv3DDecodingLayerTest.__init__()
      • SpConv3DDecodingLayerTest.run()
      • SpConv3DDecodingLayerTest.compute_encoding()
      • SpConv3DDecodingLayerTest.compute_layer_by_layer_decoder()
      • SpConv3DDecodingLayerTest.compute_spconv3d_decoding_layer()
  • tests.spconv3d_encoding_layer_test module
    • SpConv3DEncodingLayerTest
      • SpConv3DEncodingLayerTest.__init__()
      • SpConv3DEncodingLayerTest.run()
      • SpConv3DEncodingLayerTest.compute_layer_by_layer_encoder()
      • SpConv3DEncodingLayerTest.compute_spconv3d_encoding_layer()
  • tests.strided_kpconv_layer_test module
    • StridedKPConvLayerTest
      • StridedKPConvLayerTest.__init__()
      • StridedKPConvLayerTest.run()
      • StridedKPConvLayerTest.validate_no_activation()
  • tests.strided_light_kpconv_layer_test module
    • StridedLightKPConvLayerTest
      • StridedLightKPConvLayerTest.__init__()
      • StridedLightKPConvLayerTest.run()
      • StridedLightKPConvLayerTest.validate_no_activation()
  • tests.submanifold_spconv3d_layer_test module
    • SubmanifoldSpConv3DLayerTest
      • SubmanifoldSpConv3DLayerTest.__init__()
      • SubmanifoldSpConv3DLayerTest.run()
  • tests.upsampling_spconv3d_layer_test module
    • UpsamplingSpConv3DLayerTest
      • UpsamplingSpConv3DLayerTest.__init__()
      • UpsamplingSpConv3DLayerTest.run()
  • tests.vl3d_test module
    • VL3DTestException
      • VL3DTestException.__init__()
    • VL3DTest
      • VL3DTest.__init__()
      • VL3DTest.run()
      • VL3DTest.start()
  • tests.vl3dpp_backend_test module
    • VL3DPPBackendTest
      • VL3DPPBackendTest.__init__()
      • VL3DPPBackendTest.run()
  • tests.vl3dpp_binding_test module
    • VL3DPPBindingTest
      • VL3DPPBindingTest.__init__()
      • VL3DPPBindingTest.run()
  • tests.vl3dpp_dl_fps_pre_proc_test module
    • VL3DPPDLFPSPreProcTest
      • VL3DPPDLFPSPreProcTest.__init__()
      • VL3DPPDLFPSPreProcTest.run()
      • VL3DPPDLFPSPreProcTest.testDLPreProc()
  • tests.vl3dpp_dl_hierarchical_fps_pre_proc_test module
    • VL3DPPDLHierarchicalFPSPreProcTest
      • VL3DPPDLHierarchicalFPSPreProcTest.__init__()
      • VL3DPPDLHierarchicalFPSPreProcTest.run()
      • VL3DPPDLHierarchicalFPSPreProcTest.testDLPreProc()
  • tests.vl3dpp_dl_hierarchical_sg_post_proc_test module
    • VL3DPPDLHierarchicalSGPostProcTest
      • VL3DPPDLHierarchicalSGPostProcTest.__init__()
      • VL3DPPDLHierarchicalSGPostProcTest.run()
      • VL3DPPDLHierarchicalSGPostProcTest.z_from_y()
      • VL3DPPDLHierarchicalSGPostProcTest.testSparseDLPostProc()
  • tests.vl3dpp_dl_hierarchical_sg_pre_proc_test module
    • VL3DPPDLHierarchicalSGPreProcTest
      • VL3DPPDLHierarchicalSGPreProcTest.__init__()
      • VL3DPPDLHierarchicalSGPreProcTest.run()
      • VL3DPPDLHierarchicalSGPreProcTest.validateHSGPreProc()
  • tests.vl3dpp_dl_label_reduction_test module
    • VL3DPPDLLabelReductionTest
      • VL3DPPDLLabelReductionTest.__init__()
      • VL3DPPDLLabelReductionTest.run()
      • VL3DPPDLLabelReductionTest.testLabelReduction()
  • tests.vl3dpp_dl_post_proc_test module
    • VL3DPPDLPostProcTest
      • VL3DPPDLPostProcTest.__init__()
      • VL3DPPDLPostProcTest.run()
      • VL3DPPDLPostProcTest.testDLPostProc()
  • tests.vl3dpp_hierarchical_sparse_grid_test module
    • VL3DPPHierarchicalSparseGridTest
      • VL3DPPHierarchicalSparseGridTest.__init__()
      • VL3DPPHierarchicalSparseGridTest.run()
  • tests.vl3dpp_oversampler_test module
    • VL3DPPOversamplerTest
      • VL3DPPOversamplerTest.__init__()
      • VL3DPPOversamplerTest.run()
      • VL3DPPOversamplerTest.testOversample()
  • tests.vl3dpp_support_neighborhoods_test module
    • VL3DPPSupportNeighborhoodsTest
      • VL3DPPSupportNeighborhoodsTest.__init__()
      • VL3DPPSupportNeighborhoodsTest.run()
      • VL3DPPSupportNeighborhoodsTest.testSupport()
      • VL3DPPSupportNeighborhoodsTest.testSupportByDistr()
      • VL3DPPSupportNeighborhoodsTest.testSupportByFPS()
  • Module contents
• ui package
  • Subpackages
    • ui.catacloud package
      • Submodules
      • ui.catacloud.cacl_cmd_handler module
      • Module contents
  • Submodules
  • ui.ui_exception module
    • UIException
      • UIException.__init__()
  • Module contents
• utils package
  • Subpackages
    • utils.ctransf package
      • Submodules
      • utils.ctransf.class_reducer module
      • utils.ctransf.class_setter module
      • utils.ctransf.class_transformer module
      • utils.ctransf.distance_reclassifier module
      • Module contents
    • utils.ftransf package
      • Submodules
      • utils.ftransf.explicit_selector module
      • utils.ftransf.feature_transformer module
      • utils.ftransf.kbest_selector module
      • utils.ftransf.minmax_normalizer module
      • utils.ftransf.pca_transformer module
      • utils.ftransf.percentile_selector module
      • utils.ftransf.standardizer module
      • utils.ftransf.variance_selector module
      • Module contents
    • utils.imput package
      • Submodules
      • utils.imput.imputer module
      • utils.imput.removal_imputer module
      • utils.imput.univariate_imputer module
      • Module contents
    • utils.neighborhood package
      • Submodules
      • utils.neighborhood.support_neighborhoods module
      • utils.neighborhood.support_neighborhoodspp module
      • Module contents
    • utils.preds package
      • Submodules
      • utils.preds.argmax_pred_select_strategy module
      • utils.preds.entropic_pred_reduce_strategy module
      • utils.preds.max_pred_reduce_strategy module
      • utils.preds.mean_pred_reduce_strategy module
      • utils.preds.pred_reduce_strategy module
      • utils.preds.pred_select_strategy module
      • utils.preds.prediction_reducer module
      • utils.preds.prediction_reducer_factory module
      • utils.preds.sum_pred_reduce_strategy module
      • Module contents
    • utils.ptransf package
      • Submodules
      • utils.ptransf.data_augmentor module
      • utils.ptransf.fps_decorator_transformer module
      • utils.ptransf.min_dist_decimator_decorator module
      • utils.ptransf.point_cloud_sampler module
      • utils.ptransf.point_cloud_sampler_decorator module
      • utils.ptransf.point_transformer module
      • utils.ptransf.receptive_field module
      • utils.ptransf.receptive_field_fps module
      • utils.ptransf.receptive_field_fpspp module
      • utils.ptransf.receptive_field_gs module
      • utils.ptransf.receptive_field_hierarchical_fps module
      • utils.ptransf.receptive_field_hierarchical_fpspp module
      • utils.ptransf.receptive_field_hierarchical_sg module
      • utils.ptransf.sampling_decorator_utils module
      • utils.ptransf.simple_data_augmentor module
      • utils.ptransf.simple_smoother_decorator_transformer module
      • utils.ptransf.simple_structure_smootherpp module
      • Module contents
    • utils.raster package
      • Submodules
      • utils.raster.dem_generator module
      • utils.raster.grid_interpolator_2d module
      • Module contents
    • utils.tuning package
      • Submodules
      • utils.tuning.hyper_grid_search module
      • utils.tuning.hyper_random_search module
      • utils.tuning.hyper_tuner module
      • utils.tuning.tuner module
      • Module contents
  • Submodules
  • utils.ctransf_utils module
    • CtransfUtils
      • CtransfUtils.extract_ctransf_class()
  • utils.dict_utils module
    • DictUtils
      • DictUtils.delete_by_val()
      • DictUtils.add_defaults()
      • DictUtils.merge()
  • utils.dl_utils module
    • DLUtils
      • DLUtils.is_using_binary_crossentropy()
      • DLUtils.activation_layer_from_name()
  • utils.ftransf_utils module
    • FtransfUtils
      • FtransfUtils.extract_ftransf_class()
  • utils.imputer_utils module
    • ImputerUtils
      • ImputerUtils.extract_imputer_class()
  • utils.keras_utils module
    • KerasUtils
      • KerasUtils.merge_history()
      • KerasUtils.set_learning_rate()
      • KerasUtils.handle_h5_layer_rename()
  • utils.num_utils module
    • NumUtils
      • NumUtils.find_decimal_scale()
      • NumUtils.compute_decimal_scale()
  • utils.ptransf_utils module
    • PtransfUtils
      • PtransfUtils.extract_ptransf_class()
  • utils.str_utils module
    • StrUtils
      • StrUtils.to_numpy_expr()
  • utils.sys_utils module
    • SysUtils
      • SysUtils.get_sys_mem()
      • SysUtils.get_sys_threads()
      • SysUtils.validate_requested_threads()
  • utils.tuner_utils module
    • TunerUtils
      • TunerUtils.extract_tuner_class()
  • Module contents
• vl3dpp package
  • Submodules
  • vl3dpp.vl3dpp_loader module
    • vl3dpp_load()
  • Module contents