Python Module Index

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	a
	`api`
	`api.api_exception`
	`api.catacloud`
	`api.catacloud.caclmodel_ops`
	`api.catacloud.caclop`
	`api.catacloud.caclpcloud_ops`
	`api.catacloud.caclpipeline_ops`
	`api.catacloud.caclsession`

	c
	`clustering`
	`clustering.bivariate_critical_clusterer`
	`clustering.clusterer`
	`clustering.dbscan_clusterer`
	`clustering.fps_decorated_clusterer`
	`clustering.min_dist_decorated_clusterer`
	`clustering.postproc`
	`clustering.postproc.cluster_enveloper`
	`clustering.postproc.cluster_marker`
	`clustering.postproc.cluster_selector`
	`clustering.postproc.clustering_post_processor`
	`clustering.sampling_decorated_clusterer`

	e
	`eval`
	`eval.advanced_classification_evaluation`
	`eval.advanced_classification_evaluator`
	`eval.classification_evaluation`
	`eval.classification_evaluator`
	`eval.classification_uncertainty_evaluation`
	`eval.classification_uncertainty_evaluator`
	`eval.deeplearn`
	`eval.deeplearn.dl_model_evaluation`
	`eval.deeplearn.dl_model_evaluator`
	`eval.evaluation`
	`eval.evaluator`
	`eval.kfold_evaluation`
	`eval.kfold_evaluator`
	`eval.rand_forest_evaluation`
	`eval.rand_forest_evaluator`
	`eval.raster_grid_evaluation`
	`eval.raster_grid_evaluator`
	`eval.regression_evaluation`
	`eval.regression_evaluator`

	g
	`geometry`
	`geometry.OrientedBoundingBox`
	`geometry.PCA`

	i
	`inout`
	`inout.classified_pcloud_writer`
	`inout.geotiff_io`
	`inout.io_utils`
	`inout.json_io`
	`inout.model_io`
	`inout.model_writer`
	`inout.pipeline_io`
	`inout.point_cloud_io`
	`inout.predictions_writer`
	`inout.predictive_pipeline_writer`
	`inout.writer`
	`inout.writer_utils`

	m
	`main`
	`main.main`
	`main.main_args`
	`main.main_clustering`
	`main.main_config`
	`main.main_eval`
	`main.main_logger`
	`main.main_memcheck`
	`main.main_mine`
	`main.main_pipeline`
	`main.main_predict`
	`main.main_test`
	`main.main_train`
	`main.vl3d_exception`
	`mining`
	`mining.decorated_miner`
	`mining.fps_decorated_miner`
	`mining.geom_feats_miner`
	`mining.geom_feats_minerpp`
	`mining.height_feats_miner`
	`mining.height_feats_minerpp`
	`mining.hsv_from_rgb_miner`
	`mining.min_dist_decorated_miner`
	`mining.miner`
	`mining.recount_miner`
	`mining.recount_minerpp`
	`mining.sampling_decorated_miner`
	`mining.simple_smooth_decorated_miner`
	`mining.smooth_feats_miner`
	`mining.smooth_feats_minerpp`
	`mining.take_closest_miner`
	`model`
	`model.classification_model`
	`model.decorated_model`
	`model.deeplearn`
	`model.deeplearn.arch`
	`model.deeplearn.arch.architecture`
	`model.deeplearn.arch.conv_autoenc_pwise_classif`
	`model.deeplearn.arch.point_net`
	`model.deeplearn.arch.point_net_pwise_classif`
	`model.deeplearn.arch.rbfnet`
	`model.deeplearn.arch.rbfnet_pwise_classif`
	`model.deeplearn.arch.spconv3d_pwise_classif`
	`model.deeplearn.conv_autoenc_pwise_classif_model`
	`model.deeplearn.deep_learning_exception`
	`model.deeplearn.dlrun`
	`model.deeplearn.dlrun.furthest_point_subsampling_post_processor`
	`model.deeplearn.dlrun.furthest_point_subsampling_post_processorpp`
	`model.deeplearn.dlrun.furthest_point_subsampling_pre_processor`
	`model.deeplearn.dlrun.furthest_point_subsampling_pre_processorpp`
	`model.deeplearn.dlrun.grid_subsampling_post_processor`
	`model.deeplearn.dlrun.grid_subsampling_pre_processor`
	`model.deeplearn.dlrun.hierarchical_fps_post_processor`
	`model.deeplearn.dlrun.hierarchical_fps_post_processorpp`
	`model.deeplearn.dlrun.hierarchical_fps_pre_processor`
	`model.deeplearn.dlrun.hierarchical_fps_pre_processorpp`
	`model.deeplearn.dlrun.hierarchical_post_processor`
	`model.deeplearn.dlrun.hierarchical_pre_processor`
	`model.deeplearn.dlrun.hierarchical_sg_post_processorpp`
	`model.deeplearn.dlrun.hierarchical_sg_pre_processorpp`
	`model.deeplearn.dlrun.point_net_post_processor`
	`model.deeplearn.dlrun.point_net_pre_processor`
	`model.deeplearn.dlrun.receptive_field_pre_processor`
	`model.deeplearn.handle`
	`model.deeplearn.handle.dl_callback_builder`
	`model.deeplearn.handle.dl_class_weighter`
	`model.deeplearn.handle.dl_label_formatter`
	`model.deeplearn.handle.dl_model_compiler`
	`model.deeplearn.handle.dl_model_handler`
	`model.deeplearn.handle.dl_model_reporter`
	`model.deeplearn.handle.dl_path_manager`
	`model.deeplearn.handle.dl_pretrained_handler`
	`model.deeplearn.handle.dl_sequencer_builder`
	`model.deeplearn.handle.dl_training_handler`
	`model.deeplearn.handle.dl_transfer_handler`
	`model.deeplearn.handle.simple_dl_model_handler`
	`model.deeplearn.initializer`
	`model.deeplearn.initializer.fibonacci_shell_initializer`
	`model.deeplearn.initializer.initializer`
	`model.deeplearn.initializer.kernel_point_ball_initializer`
	`model.deeplearn.initializer.kernel_point_structure_initializer`
	`model.deeplearn.layer`
	`model.deeplearn.layer.contextual_point_layer`
	`model.deeplearn.layer.downsampling_spconv3d_layer`
	`model.deeplearn.layer.expansion_layer`
	`model.deeplearn.layer.features_downsampling_layer`
	`model.deeplearn.layer.features_structuring_layer`
	`model.deeplearn.layer.features_upsampling_layer`
	`model.deeplearn.layer.geometric_affine_layer`
	`model.deeplearn.layer.grouped_point_transformer_layer`
	`model.deeplearn.layer.grouping_point_net_layer`
	`model.deeplearn.layer.hourglass_layer`
	`model.deeplearn.layer.interdimensional_point_transformer_layer`
	`model.deeplearn.layer.kpconv_layer`
	`model.deeplearn.layer.kpconvx_layer`
	`model.deeplearn.layer.layer`
	`model.deeplearn.layer.light_kpconv_layer`
	`model.deeplearn.layer.point_mlp_layer`
	`model.deeplearn.layer.point_transformer_layer`
	`model.deeplearn.layer.rbf_feat_extract_layer`
	`model.deeplearn.layer.rbf_feat_processing_layer`
	`model.deeplearn.layer.shadow_activation_layer`
	`model.deeplearn.layer.shadow_batch_normalization_layer`
	`model.deeplearn.layer.shadow_conv1d_layer`
	`model.deeplearn.layer.shadow_dense_layer`
	`model.deeplearn.layer.sparse_indexing_map_layer`
	`model.deeplearn.layer.spconv3d_decoding_layer`
	`model.deeplearn.layer.spconv3d_encoding_layer`
	`model.deeplearn.layer.strided_kpconv_layer`
	`model.deeplearn.layer.strided_light_kpconv_layer`
	`model.deeplearn.layer.submanifold_spconv3d_layer`
	`model.deeplearn.layer.upsampling_spconv3d_layer`
	`model.deeplearn.loss`
	`model.deeplearn.loss.class_weighted_binary_crossentropy`
	`model.deeplearn.loss.class_weighted_categorical_crossentropy`
	`model.deeplearn.loss.multiloss_linear_superposition`
	`model.deeplearn.loss.ragged_binary_crossentropy`
	`model.deeplearn.loss.ragged_categorical_crossentropy`
	`model.deeplearn.loss.ragged_class_weighted_binary_crossentropy`
	`model.deeplearn.loss.ragged_class_weighted_categorical_crossentropy`
	`model.deeplearn.metric`
	`model.deeplearn.metric.multihead_metric`
	`model.deeplearn.metric.vl3d_f1_score`
	`model.deeplearn.optimizer`
	`model.deeplearn.optimizer.centralized_adadelta`
	`model.deeplearn.optimizer.centralized_adagrad`
	`model.deeplearn.optimizer.centralized_adam`
	`model.deeplearn.optimizer.centralized_adamax`
	`model.deeplearn.optimizer.centralized_adamw`
	`model.deeplearn.optimizer.centralized_ftrl`
	`model.deeplearn.optimizer.centralized_lamb`
	`model.deeplearn.optimizer.centralized_lion`
	`model.deeplearn.optimizer.centralized_nadam`
	`model.deeplearn.optimizer.centralized_rmsprop`
	`model.deeplearn.optimizer.centralized_sgd`
	`model.deeplearn.point_net_pwise_classif_model`
	`model.deeplearn.rbf_net_pwise_classif_model`
	`model.deeplearn.regularizer`
	`model.deeplearn.regularizer.features_orthogonal_regularizer`
	`model.deeplearn.regularizer.regularizer`
	`model.deeplearn.sequencer`
	`model.deeplearn.sequencer.dl_abstract_sequencer`
	`model.deeplearn.sequencer.dl_offline_sequencer`
	`model.deeplearn.sequencer.dl_sequencer`
	`model.deeplearn.sequencer.dl_sparse_shadow_sequencer`
	`model.deeplearn.spconv3d_pwise_classif_model`
	`model.fps_decorated_model`
	`model.mindist_decorated_model`
	`model.model`
	`model.model_op`
	`model.random_forest_classification_model`
	`model.tdcomp`
	`model.tdcomp.classwise_sampler`
	`model.tdcomp.smote`
	`model.tdcomp.training_data_component`

	p
	`pcloud`
	`pcloud.factory`
	`pcloud.factory.point_cloud_arrays_factory`
	`pcloud.factory.point_cloud_factory`
	`pcloud.factory.point_cloud_file_factory`
	`pcloud.mem_to_file_proxy`
	`pcloud.point_cloud`
	`pcloud.point_cloud_factory_facade`
	`pcloud.point_cloud_filter`
	`pipeline`
	`pipeline.handle`
	`pipeline.handle.pcloud_concat_handler`
	`pipeline.handle.pipeline_decoration_handler`
	`pipeline.pipeline`
	`pipeline.pipeline_executor`
	`pipeline.pps`
	`pipeline.pps.pipeline_predictive_strategy`
	`pipeline.pps.pps_sequential`
	`pipeline.predictive_pipeline`
	`pipeline.sequential_pipeline`
	`pipeline.state`
	`pipeline.state.pipeline_state`
	`pipeline.state.simple_pipeline_state`
	`plot`
	`plot.advanced_classification_plot`
	`plot.class_reduction_plot`
	`plot.classification_plot`
	`plot.classification_uncertainty_plot`
	`plot.distance_reclassification_plot`
	`plot.feature_processing_layer_plot`
	`plot.features_structuring_layer_plot`
	`plot.kfold_plot`
	`plot.kpconv_layer_plot`
	`plot.light_kpconv_layer_plot`
	`plot.mpl_plot`
	`plot.pca_variance_plot`
	`plot.plot`
	`plot.plot_utils`
	`plot.rand_forest_plot`
	`plot.raster_grid_plot`
	`plot.receptive_fields_distribution_plot`
	`plot.regression_plot`
	`plot.training_history_plot`

	r
	`report`
	`report.advanced_classification_report`
	`report.best_score_selection_report`
	`report.class_reduction_report`
	`report.classification_report`
	`report.classification_uncertainty_report`
	`report.classified_pcloud_report`
	`report.deep_learning_model_summary_report`
	`report.distance_reclassification_report`
	`report.feature_processing_layer_report`
	`report.features_structuring_layer_report`
	`report.hyper_search_report`
	`report.kfold_report`
	`report.kpconv_layer_report`
	`report.light_kpconv_layer_report`
	`report.meta_report`
	`report.minmax_normalization_report`
	`report.pca_projection_report`
	`report.pwise_activations_report`
	`report.rand_forest_report`
	`report.receptive_field_oversampling_report`
	`report.receptive_fields_distribution_report`
	`report.receptive_fields_report`
	`report.regression_report`
	`report.report`
	`report.standardization_report`
	`report.training_history_report`
	`report.variance_selection_report`

	t
	`tests`
	`tests.contextual_point_layer_test`
	`tests.dl_offline_sequencer_test`
	`tests.dl_sparse_shadow_sequencer_test`
	`tests.downsampling_spconv3d_layer_test`
	`tests.features_downsampling_layer_test`
	`tests.features_structuring_layer_test`
	`tests.features_upsampling_layer_test`
	`tests.fps_decorator_test`
	`tests.fps_pre_processing_test`
	`tests.freeze_training_test`
	`tests.geometric_affine_layer_test`
	`tests.grouped_point_transformer_layer_test`
	`tests.grouping_point_net_layer_test`
	`tests.hierarchical_receptive_field_test`
	`tests.hourglass_layer_test`
	`tests.hsv_from_rgb_test`
	`tests.interdimensional_point_transformer_layer_test`
	`tests.keras_test`
	`tests.kpconv_layer_test`
	`tests.kpconvx_layer_test`
	`tests.las_inout_test`
	`tests.light_kpconv_layer_test`
	`tests.min_dist_decimator_test`
	`tests.model_serialization_test`
	`tests.point_mlp_layer_test`
	`tests.point_transformer_layer_test`
	`tests.prediction_reducer_test`
	`tests.ragged_losses_test`
	`tests.rbf_feat_extract_layer_test`
	`tests.rbf_feat_processing_layer_test`
	`tests.receptive_field_test`
	`tests.shadow_activation_layer_test`
	`tests.shadow_batch_normalization_layer_test`
	`tests.shadow_conv1d_layer_test`
	`tests.shadow_dense_layer_test`
	`tests.simple_smoother_decorator_test`
	`tests.spconv3d_arch_test`
	`tests.spconv3d_decoding_layer_test`
	`tests.spconv3d_encoding_layer_test`
	`tests.strided_kpconv_layer_test`
	`tests.strided_light_kpconv_layer_test`
	`tests.submanifold_spconv3d_layer_test`
	`tests.upsampling_spconv3d_layer_test`
	`tests.vl3d_test`
	`tests.vl3dpp_backend_test`
	`tests.vl3dpp_binding_test`
	`tests.vl3dpp_dl_fps_pre_proc_test`
	`tests.vl3dpp_dl_hierarchical_fps_pre_proc_test`
	`tests.vl3dpp_dl_hierarchical_sg_post_proc_test`
	`tests.vl3dpp_dl_hierarchical_sg_pre_proc_test`
	`tests.vl3dpp_dl_label_reduction_test`
	`tests.vl3dpp_dl_post_proc_test`
	`tests.vl3dpp_hierarchical_sparse_grid_test`
	`tests.vl3dpp_oversampler_test`
	`tests.vl3dpp_support_neighborhoods_test`

	u
	`ui`
	`ui.catacloud`
	`ui.catacloud.cacl_cmd_handler`
	`ui.ui_exception`
	`utils`
	`utils.ctransf`
	`utils.ctransf.class_reducer`
	`utils.ctransf.class_setter`
	`utils.ctransf.class_transformer`
	`utils.ctransf.distance_reclassifier`
	`utils.ctransf_utils`
	`utils.dict_utils`
	`utils.dl_utils`
	`utils.ftransf`
	`utils.ftransf.explicit_selector`
	`utils.ftransf.feature_transformer`
	`utils.ftransf.kbest_selector`
	`utils.ftransf.minmax_normalizer`
	`utils.ftransf.pca_transformer`
	`utils.ftransf.percentile_selector`
	`utils.ftransf.standardizer`
	`utils.ftransf.variance_selector`
	`utils.ftransf_utils`
	`utils.imput`
	`utils.imput.imputer`
	`utils.imput.removal_imputer`
	`utils.imput.univariate_imputer`
	`utils.imputer_utils`
	`utils.keras_utils`
	`utils.neighborhood`
	`utils.neighborhood.support_neighborhoods`
	`utils.neighborhood.support_neighborhoodspp`
	`utils.num_utils`
	`utils.preds`
	`utils.preds.argmax_pred_select_strategy`
	`utils.preds.entropic_pred_reduce_strategy`
	`utils.preds.max_pred_reduce_strategy`
	`utils.preds.mean_pred_reduce_strategy`
	`utils.preds.pred_reduce_strategy`
	`utils.preds.pred_select_strategy`
	`utils.preds.prediction_reducer`
	`utils.preds.prediction_reducer_factory`
	`utils.preds.sum_pred_reduce_strategy`
	`utils.ptransf`
	`utils.ptransf.data_augmentor`
	`utils.ptransf.fps_decorator_transformer`
	`utils.ptransf.min_dist_decimator_decorator`
	`utils.ptransf.point_cloud_sampler`
	`utils.ptransf.point_cloud_sampler_decorator`
	`utils.ptransf.point_transformer`
	`utils.ptransf.receptive_field`
	`utils.ptransf.receptive_field_fps`
	`utils.ptransf.receptive_field_fpspp`
	`utils.ptransf.receptive_field_gs`
	`utils.ptransf.receptive_field_hierarchical_fps`
	`utils.ptransf.receptive_field_hierarchical_fpspp`
	`utils.ptransf.receptive_field_hierarchical_sg`
	`utils.ptransf.sampling_decorator_utils`
	`utils.ptransf.simple_data_augmentor`
	`utils.ptransf.simple_smoother_decorator_transformer`
	`utils.ptransf.simple_structure_smootherpp`
	`utils.ptransf_utils`
	`utils.raster`
	`utils.raster.dem_generator`
	`utils.raster.grid_interpolator_2d`
	`utils.str_utils`
	`utils.sys_utils`
	`utils.tuner_utils`
	`utils.tuning`
	`utils.tuning.hyper_grid_search`
	`utils.tuning.hyper_random_search`
	`utils.tuning.hyper_tuner`
	`utils.tuning.tuner`

	v
	`vl3dpp`
	`vl3dpp.vl3dpp_loader`