Contents:
License:
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npu
npu.eval
npu.eval.classification_evaluation_utils
npu.eval.kfold_evaluation
npu.eval.kfold_evaluation_utils
npu.eval.kfold_evaluator
npu.exception
npu.exception.naips_exception
npu.inout
npu.inout.csv_io
npu.inout.io_utils
npu.inout.json_io
npu.inout.serialization_context
npu.main
npu.main.main_pipeline
npu.model
npu.model.deeplearn
npu.model.deeplearn.deep_learning_exception
npu.pipeline
npu.pipeline.pipeline
npu.pipeline.pps
npu.pipeline.pps.pipeline_predictive_strategy
npu.pipeline.sequential_pipeline
npu.pipeline.state
npu.pipeline.state.pipeline_state
npu.plot
npu.plot.classification_plot_utils
npu.plot.plot_utils
npu.tests
npu.tests.keras_test
npu.tests.naips_test
npu.tests.test_utils
npu.utils
npu.utils.dict_utils
npu.utils.dl_utils
npu.utils.keras_utils
npu.utils.num_utils
npu.utils.str_utils
npu.utils.sys_utils
src
src.api
src.api.api_exception
src.api.catacloud
src.api.catacloud.caclmodel_ops
src.api.catacloud.caclop
src.api.catacloud.caclpcloud_ops
src.api.catacloud.caclpipeline_ops
src.api.catacloud.caclsession
src.clustering
src.clustering.bivariate_critical_clusterer
src.clustering.clusterer
src.clustering.dbscan_clusterer
src.clustering.fps_decorated_clusterer
src.clustering.min_dist_decorated_clusterer
src.clustering.postproc
src.clustering.postproc.cluster_enveloper
src.clustering.postproc.cluster_marker
src.clustering.postproc.cluster_selector
src.clustering.postproc.clustering_post_processor
src.clustering.sampling_decorated_clusterer
src.clustering.simple_curve_extractor
src.clustering.simple_features_clusterer
src.eval
src.eval.advanced_classification_evaluation
src.eval.advanced_classification_evaluator
src.eval.classification_evaluation
src.eval.classification_evaluator
src.eval.classification_uncertainty_evaluation
src.eval.classification_uncertainty_evaluator
src.eval.deeplearn
src.eval.deeplearn.dl_model_evaluation
src.eval.deeplearn.dl_model_evaluator
src.eval.evaluation
src.eval.evaluator
src.eval.kfold_evaluation
src.eval.kfold_evaluator
src.eval.rand_forest_evaluation
src.eval.rand_forest_evaluator
src.eval.rand_forestpp_evaluation
src.eval.rand_forestpp_evaluator
src.eval.raster
src.eval.raster.filter_utils
src.eval.raster.raster_grid_core
src.eval.raster.raster_postproc
src.eval.raster_grid_evaluation
src.eval.raster_grid_evaluator
src.eval.raster_grid_evaluatorpp
src.eval.regression_evaluation
src.eval.regression_evaluator
src.eval.simple_curve_evaluation
src.eval.simple_curve_evaluator
src.eval.torf_rfvsnn_evaluation
src.eval.torf_rfvsnn_evaluator
src.geometry
src.geometry.OrientedBoundingBox
src.geometry.PCA
src.inout
src.inout.classified_pcloud_writer
src.inout.geotiff_io
src.inout.model_io
src.inout.model_writer
src.inout.pipeline_io
src.inout.point_cloud_io
src.inout.predictions_writer
src.inout.predictive_pipeline_writer
src.inout.simple_curve_writer
src.inout.writer
src.inout.writer_utils
src.main
src.main.main
src.main.main_args
src.main.main_clustering
src.main.main_config
src.main.main_eval
src.main.main_logger
src.main.main_memcheck
src.main.main_mine
src.main.main_predict
src.main.main_test
src.main.main_train
src.main.vl3d_exception
src.mining
src.mining.decorated_miner
src.mining.fps_decorated_miner
src.mining.geom_feats_miner
src.mining.geom_feats_minerpp
src.mining.height_feats_miner
src.mining.height_feats_minerpp
src.mining.hsv_from_rgb_miner
src.mining.min_dist_decorated_miner
src.mining.miner
src.mining.naive_change_miner
src.mining.recount_miner
src.mining.recount_minerpp
src.mining.sampling_decorated_miner
src.mining.simple_smooth_decorated_miner
src.mining.smooth_feats_miner
src.mining.smooth_feats_minerpp
src.mining.take_closest_miner
src.model
src.model.classification_model
src.model.decorated_model
src.model.deeplearn
src.model.deeplearn.arch
src.model.deeplearn.arch.architecture
src.model.deeplearn.arch.conv_autoenc_pwise_classif
src.model.deeplearn.arch.point_net
src.model.deeplearn.arch.point_net_pwise_classif
src.model.deeplearn.arch.rbfnet
src.model.deeplearn.arch.rbfnet_pwise_classif
src.model.deeplearn.arch.spconv3d_pwise_classif
src.model.deeplearn.arch.transf_octorf_pwise_classif
src.model.deeplearn.conv_autoenc_pwise_classif_model
src.model.deeplearn.deep_learning_exception
src.model.deeplearn.dlrun
src.model.deeplearn.dlrun.furthest_point_subsampling_post_processor
src.model.deeplearn.dlrun.furthest_point_subsampling_post_processorpp
src.model.deeplearn.dlrun.furthest_point_subsampling_pre_processor
src.model.deeplearn.dlrun.furthest_point_subsampling_pre_processorpp
src.model.deeplearn.dlrun.grid_subsampling_post_processor
src.model.deeplearn.dlrun.grid_subsampling_pre_processor
src.model.deeplearn.dlrun.hierarchical_fps_post_processor
src.model.deeplearn.dlrun.hierarchical_fps_post_processorpp
src.model.deeplearn.dlrun.hierarchical_fps_pre_processor
src.model.deeplearn.dlrun.hierarchical_fps_pre_processorpp
src.model.deeplearn.dlrun.hierarchical_post_processor
src.model.deeplearn.dlrun.hierarchical_pre_processor
src.model.deeplearn.dlrun.hierarchical_sg_post_processorpp
src.model.deeplearn.dlrun.hierarchical_sg_pre_processorpp
src.model.deeplearn.dlrun.point_net_post_processor
src.model.deeplearn.dlrun.point_net_pre_processor
src.model.deeplearn.dlrun.receptive_field_pre_processor
src.model.deeplearn.handle
src.model.deeplearn.handle.dl_callback_builder
src.model.deeplearn.handle.dl_class_weighter
src.model.deeplearn.handle.dl_freeze_training_executor
src.model.deeplearn.handle.dl_label_formatter
src.model.deeplearn.handle.dl_model_compiler
src.model.deeplearn.handle.dl_model_handler
src.model.deeplearn.handle.dl_model_reporter
src.model.deeplearn.handle.dl_path_manager
src.model.deeplearn.handle.dl_pretrained_handler
src.model.deeplearn.handle.dl_sequencer_builder
src.model.deeplearn.handle.dl_training_handler
src.model.deeplearn.handle.dl_transfer_handler
src.model.deeplearn.handle.simple_dl_model_handler
src.model.deeplearn.handle.torf_transfer_handler
src.model.deeplearn.handle.transf_octorf_handler
src.model.deeplearn.initializer
src.model.deeplearn.initializer.fibonacci_shell_initializer
src.model.deeplearn.initializer.initializer
src.model.deeplearn.initializer.kernel_point_ball_initializer
src.model.deeplearn.initializer.kernel_point_structure_initializer
src.model.deeplearn.layer
src.model.deeplearn.layer.contextual_point_layer
src.model.deeplearn.layer.dense_with_ground_row
src.model.deeplearn.layer.downsampling_spconv3d_layer
src.model.deeplearn.layer.drop_ground_row
src.model.deeplearn.layer.expansion_layer
src.model.deeplearn.layer.features_downsampling_layer
src.model.deeplearn.layer.features_structuring_layer
src.model.deeplearn.layer.features_upsampling_layer
src.model.deeplearn.layer.geometric_affine_layer
src.model.deeplearn.layer.grouped_point_transformer_layer
src.model.deeplearn.layer.grouping_point_net_layer
src.model.deeplearn.layer.hourglass_layer
src.model.deeplearn.layer.interdimensional_point_transformer_layer
src.model.deeplearn.layer.kpconv_layer
src.model.deeplearn.layer.kpconvx_layer
src.model.deeplearn.layer.layer
src.model.deeplearn.layer.light_kpconv_layer
src.model.deeplearn.layer.masked_batch_normalization
src.model.deeplearn.layer.point_mlp_layer
src.model.deeplearn.layer.point_transformer_layer
src.model.deeplearn.layer.rbf_feat_extract_layer
src.model.deeplearn.layer.rbf_feat_processing_layer
src.model.deeplearn.layer.spconv3d_decoding_layer
src.model.deeplearn.layer.spconv3d_encoding_layer
src.model.deeplearn.layer.strided_kpconv_layer
src.model.deeplearn.layer.strided_light_kpconv_layer
src.model.deeplearn.layer.submanifold_spconv3d_layer
src.model.deeplearn.layer.torf_cast_float_layer
src.model.deeplearn.layer.torf_element_divide_layer
src.model.deeplearn.layer.torf_gva_layer
src.model.deeplearn.layer.torf_masked_fill_layer
src.model.deeplearn.layer.torf_output_mix_layer
src.model.deeplearn.layer.torf_point_wise_mask_layer
src.model.deeplearn.layer.torf_reduce_max_layer
src.model.deeplearn.layer.torf_reduce_sum_layer
src.model.deeplearn.layer.torf_slice_center_layer
src.model.deeplearn.layer.upsampling_spconv3d_layer
src.model.deeplearn.loss
src.model.deeplearn.loss.class_weighted_binary_crossentropy
src.model.deeplearn.loss.class_weighted_categorical_crossentropy
src.model.deeplearn.loss.class_weighted_focal_binary_crossentropy
src.model.deeplearn.loss.class_weighted_focal_categorical_crossentropy
src.model.deeplearn.loss.multiloss_linear_superposition
src.model.deeplearn.loss.ragged_binary_crossentropy
src.model.deeplearn.loss.ragged_categorical_crossentropy
src.model.deeplearn.loss.ragged_class_weighted_binary_crossentropy
src.model.deeplearn.loss.ragged_class_weighted_categorical_crossentropy
src.model.deeplearn.loss.torf_binary_crossentropy
src.model.deeplearn.loss.torf_categorical_crossentropy
src.model.deeplearn.metric
src.model.deeplearn.metric.multihead_metric
src.model.deeplearn.metric.vl3d_f1_score
src.model.deeplearn.optimizer
src.model.deeplearn.optimizer.centralized_adadelta
src.model.deeplearn.optimizer.centralized_adagrad
src.model.deeplearn.optimizer.centralized_adam
src.model.deeplearn.optimizer.centralized_adamax
src.model.deeplearn.optimizer.centralized_adamw
src.model.deeplearn.optimizer.centralized_ftrl
src.model.deeplearn.optimizer.centralized_lamb
src.model.deeplearn.optimizer.centralized_lion
src.model.deeplearn.optimizer.centralized_nadam
src.model.deeplearn.optimizer.centralized_rmsprop
src.model.deeplearn.optimizer.centralized_sgd
src.model.deeplearn.optimizer.torf_centralized_adam
src.model.deeplearn.optimizer.torf_centralized_sgd
src.model.deeplearn.point_net_pwise_classif_model
src.model.deeplearn.rbf_net_pwise_classif_model
src.model.deeplearn.regularizer
src.model.deeplearn.regularizer.features_orthogonal_regularizer
src.model.deeplearn.regularizer.regularizer
src.model.deeplearn.sequencer
src.model.deeplearn.sequencer.dl_abstract_sequencer
src.model.deeplearn.sequencer.dl_offline_sequencer
src.model.deeplearn.sequencer.dl_sequencer
src.model.deeplearn.sequencer.dl_sparse_concat_sequencer
src.model.deeplearn.sequencer.transf_octorf_sequencer
src.model.deeplearn.spconv3d_pwise_classif_model
src.model.fps_decorated_model
src.model.mindist_decorated_model
src.model.model
src.model.model_op
src.model.random_forest_classification_model
src.model.random_forestpp_classification_model
src.model.tdcomp
src.model.tdcomp.classwise_sampler
src.model.tdcomp.smote
src.model.tdcomp.training_data_component
src.model.transf_octorf_classification_model
src.pcloud
src.pcloud.factory
src.pcloud.factory.point_cloud_arrays_factory
src.pcloud.factory.point_cloud_factory
src.pcloud.factory.point_cloud_file_factory
src.pcloud.mem_to_file_proxy
src.pcloud.point_cloud
src.pcloud.point_cloud_factory_facade
src.pcloud.point_cloud_filter
src.pipeline
src.pipeline.handle
src.pipeline.handle.pcloud_concat_handler
src.pipeline.handle.pipeline_decoration_handler
src.pipeline.pipeline_exception
src.pipeline.pipeline_executor
src.pipeline.pipeline_input
src.pipeline.pipeline_output
src.pipeline.pps
src.pipeline.pps.pps_exception
src.pipeline.pps.pps_sequential
src.pipeline.predictive_pipeline
src.pipeline.sequential_pipeline
src.pipeline.state
src.pipeline.state.pipeline_state_exception
src.pipeline.state.simple_pipeline_state
src.plot
src.plot.advanced_classification_plot
src.plot.class_reduction_plot
src.plot.classification_plot
src.plot.classification_uncertainty_plot
src.plot.directional_reclassification_plot
src.plot.distance_reclassification_plot
src.plot.feature_processing_layer_plot
src.plot.features_structuring_layer_plot
src.plot.kfold_plot
src.plot.kpconv_layer_plot
src.plot.light_kpconv_layer_plot
src.plot.mpl_plot
src.plot.pca_variance_plot
src.plot.plot
src.plot.rand_forest_plot
src.plot.rand_forestpp_plot
src.plot.raster_grid_plot
src.plot.receptive_fields_distribution_plot
src.plot.regression_plot
src.plot.simple_curve_plot
src.plot.torf_rfvsnn_plot
src.plot.training_history_plot
src.report
src.report.advanced_classification_report
src.report.best_score_selection_report
src.report.class_reduction_report
src.report.classification_report
src.report.classification_uncertainty_report
src.report.classified_pcloud_report
src.report.deep_learning_model_summary_report
src.report.directional_reclassification_report
src.report.distance_reclassification_report
src.report.feature_processing_layer_report
src.report.features_structuring_layer_report
src.report.hyper_search_report
src.report.kfold_report
src.report.kpconv_layer_report
src.report.light_kpconv_layer_report
src.report.meta_report
src.report.minmax_normalization_report
src.report.pca_projection_report
src.report.pwise_activations_report
src.report.rand_forest_report
src.report.rand_forestpp_report
src.report.receptive_field_oversampling_report
src.report.receptive_fields_distribution_report
src.report.receptive_fields_report
src.report.regression_report
src.report.report
src.report.simple_curve_report
src.report.standardization_report
src.report.taut_string_reclassification_report
src.report.torf_rfvsnn_report
src.report.training_history_report
src.report.variance_selection_report
src.tests
src.tests.contextual_point_layer_test
src.tests.custom_pwise_losses_test
src.tests.directional_reclassifier_test
src.tests.dl_offline_sequencer_test
src.tests.dl_sparse_concat_sequencer_test
src.tests.downsampling_spconv3d_layer_test
src.tests.features_downsampling_layer_test
src.tests.features_structuring_layer_test
src.tests.features_upsampling_layer_test
src.tests.fps_decorator_test
src.tests.fps_pre_processing_test
src.tests.freeze_training_test
src.tests.geometric_affine_layer_test
src.tests.grouped_point_transformer_layer_test
src.tests.grouping_point_net_layer_test
src.tests.hierarchical_receptive_field_test
src.tests.hourglass_layer_test
src.tests.hsv_from_rgb_test
src.tests.interdimensional_point_transformer_layer_test
src.tests.kpconv_layer_test
src.tests.kpconvx_layer_test
src.tests.las_inout_test
src.tests.light_kpconv_layer_test
src.tests.masked_batch_normalization_test
src.tests.min_dist_decimator_test
src.tests.model_serialization_test
src.tests.point_mlp_layer_test
src.tests.point_transformer_layer_test
src.tests.prediction_reducer_test
src.tests.predictive_pipeline_test
src.tests.ragged_losses_test
src.tests.raster_grid_evaluatorpp_test
src.tests.raster_grid_postproc_ref
src.tests.rbf_feat_extract_layer_test
src.tests.rbf_feat_processing_layer_test
src.tests.receptive_field_test
src.tests.simple_curve_evaluation_test
src.tests.simple_curve_extraction_test
src.tests.simple_curve_extractor_unit_test
src.tests.simple_features_clusterer_test
src.tests.simple_smoother_decorator_test
src.tests.spconv3d_arch_test
src.tests.spconv3d_decoding_layer_test
src.tests.spconv3d_encoding_layer_test
src.tests.spconv3d_mixed_precision_e2e_test
src.tests.spconv3d_pwise_classif_save_load_test
src.tests.spconv_cross_batch_test
src.tests.spconv_dense_neighbor_tables_test
src.tests.spconv_neighbor_tables_propagation_test
src.tests.strided_kpconv_layer_test
src.tests.strided_light_kpconv_layer_test
src.tests.submanifold_spconv3d_layer_test
src.tests.taut_string_reclassifier_test
src.tests.torf_gva_layer_test
src.tests.torf_losses_test
src.tests.torf_training_tools_test
src.tests.transf_octorf_test
src.tests.upsampling_spconv3d_layer_test
src.tests.vl3d_test
src.tests.vl3dpp_backend_test
src.tests.vl3dpp_binding_test
src.tests.vl3dpp_dl_fps_pre_proc_test
src.tests.vl3dpp_dl_hierarchical_fps_pre_proc_test
src.tests.vl3dpp_dl_hierarchical_sg_post_proc_test
src.tests.vl3dpp_dl_hierarchical_sg_pre_proc_test
src.tests.vl3dpp_dl_label_reduction_test
src.tests.vl3dpp_dl_post_proc_test
src.tests.vl3dpp_hierarchical_sparse_grid_test
src.tests.vl3dpp_oversampler_test
src.tests.vl3dpp_support_neighborhoods_test
src.ui
src.ui.catacloud
src.ui.catacloud.cacl_cmd_handler
src.ui.ui_exception
src.utils
src.utils.ctransf
src.utils.ctransf.class_reducer
src.utils.ctransf.class_setter
src.utils.ctransf.class_transformer
src.utils.ctransf.directional_reclassifier
src.utils.ctransf.distance_reclassifier
src.utils.ctransf.taut_string_reclassifier
src.utils.ctransf_utils
src.utils.curve
src.utils.curve.simple_coverage_refiner
src.utils.curve.simple_crossing_handler
src.utils.curve.simple_final_cleanup
src.utils.curve.simple_global_curve_optimizer
src.utils.curve.simple_polyline_sanitizer
src.utils.curve.simple_topological_stitcher
src.utils.ftransf
src.utils.ftransf.explicit_selector
src.utils.ftransf.feature_transformer
src.utils.ftransf.kbest_selector
src.utils.ftransf.minmax_normalizer
src.utils.ftransf.pca_transformer
src.utils.ftransf.percentile_selector
src.utils.ftransf.standardizer
src.utils.ftransf.variance_selector
src.utils.ftransf_utils
src.utils.imput
src.utils.imput.imputer
src.utils.imput.removal_imputer
src.utils.imput.univariate_imputer
src.utils.imputer_utils
src.utils.neighborhood
src.utils.neighborhood.support_neighborhoods
src.utils.neighborhood.support_neighborhoodspp
src.utils.preds
src.utils.preds.argmax_pred_select_strategy
src.utils.preds.entropic_pred_reduce_strategy
src.utils.preds.max_pred_reduce_strategy
src.utils.preds.mean_pred_reduce_strategy
src.utils.preds.pred_reduce_strategy
src.utils.preds.pred_select_strategy
src.utils.preds.prediction_reducer
src.utils.preds.prediction_reducer_factory
src.utils.preds.sum_pred_reduce_strategy
src.utils.ptransf
src.utils.ptransf.data_augmentor
src.utils.ptransf.fps_decorator_transformer
src.utils.ptransf.min_dist_decimator_decorator
src.utils.ptransf.point_cloud_sampler
src.utils.ptransf.point_cloud_sampler_decorator
src.utils.ptransf.point_transformer
src.utils.ptransf.receptive_field
src.utils.ptransf.receptive_field_fps
src.utils.ptransf.receptive_field_fpspp
src.utils.ptransf.receptive_field_gs
src.utils.ptransf.receptive_field_hierarchical_fps
src.utils.ptransf.receptive_field_hierarchical_fpspp
src.utils.ptransf.receptive_field_hierarchical_sg
src.utils.ptransf.sampling_decorator_utils
src.utils.ptransf.simple_data_augmentor
src.utils.ptransf.simple_smoother_decorator_transformer
src.utils.ptransf.simple_structure_smootherpp
src.utils.ptransf.transf_octorf_augmentor
src.utils.ptransf_utils
src.utils.raster
src.utils.raster.dem_generator
src.utils.raster.grid_interpolator_2d
src.utils.tuner_utils
src.utils.tuning
src.utils.tuning.hyper_grid_search
src.utils.tuning.hyper_random_search
src.utils.tuning.hyper_tuner
src.utils.tuning.tuner
src.vl3dpp
src.vl3dpp.vl3dpp_loader
vl3d