Index

Symbols

`split` (myria3d.pctl.dataset.toy_dataset.make_toy_dataset_from_test_file parameter)

B

basename (myria3d.models.interpolation.Interpolator.reduce_predictions_and_save parameter) batch (myria3d.models.model.Model.forward parameter) (myria3d.models.model.Model.predict_step parameter) (myria3d.models.model.Model.test_step parameter) (myria3d.models.model.Model.training_step parameter) (myria3d.models.model.Model.validation_step parameter)

batch_idx (myria3d.models.model.Model.training_step parameter) (myria3d.models.model.Model.validation_step parameter)

C

class_name (myria3d.models.model.get_neural_net_class parameter) config (myria3d.train.train parameter) (myria3d.utils.utils.extras parameter) (myria3d.utils.utils.print_config parameter) configure_optimizers() (myria3d.models.model.Model method)

CopyFullPos (class in myria3d.pctl.transforms.transforms) CopyFullPreparedTargets (class in myria3d.pctl.transforms.transforms) CopySampledPos (class in myria3d.pctl.transforms.transforms) create_hdf5() (in module myria3d.pctl.dataset.hdf5) CustomCompose (class in myria3d.pctl.transforms.compose)

D

dataset (myria3d.pctl.datamodule.hdf5.HDF5LidarDataModule property)

define_device_from_config_param() (in module myria3d.utils.utils) DropPointsByClass (class in myria3d.pctl.transforms.transforms)

E

epsg (myria3d.models.interpolation.Interpolator.load_full_las_for_update parameter) (myria3d.models.interpolation.Interpolator.reduce_predictions_and_save parameter) (myria3d.pctl.dataset.hdf5.create_hdf5 parameter) (myria3d.pctl.dataset.utils.get_pdal_reader parameter) (myria3d.pctl.dataset.utils.pdal_read_las_array parameter) (myria3d.pctl.dataset.utils.split_cloud_into_samples parameter)

eval_time() (in module myria3d.utils.utils) extras() (in module myria3d.utils.utils)

F

fields (myria3d.utils.utils.print_config parameter) filepath (myria3d.models.interpolation.Interpolator.load_full_las_for_update parameter) files (myria3d.pctl.dataset.toy_dataset.make_toy_dataset_from_test_file parameter) find_file_in_dir() (in module myria3d.pctl.dataset.utils) FINETUNE (run.TASK_NAMES attribute)

finetune_function() (myria3d.callbacks.finetuning_callbacks.FinetuningFreezeUnfreeze method) FinetuningFreezeUnfreeze (class in myria3d.callbacks.finetuning_callbacks) FIT (run.TASK_NAMES attribute) forward() (myria3d.models.model.Model method) (myria3d.models.modules.pyg_randla_net.PyGRandLANet method) freeze_before_training() (myria3d.callbacks.finetuning_callbacks.FinetuningFreezeUnfreeze method)

G

GeometricNoneProofCollater (class in myria3d.pctl.dataloader.dataloader) GeometricNoneProofDataloader (class in myria3d.pctl.dataloader.dataloader) get_comet_logger() (in module myria3d.callbacks.comet_callbacks) get_iterator() (myria3d.pctl.dataset.iterable.InferenceDataset method)

get_logger() (in module myria3d.utils.utils) get_metadata() (in module myria3d.pctl.dataset.utils) get_neural_net_class() (in module myria3d.models.model) get_pdal_info_metadata() (in module myria3d.pctl.dataset.utils) get_pdal_reader() (in module myria3d.pctl.dataset.utils)

H

HDF5 (run.TASK_NAMES attribute) hdf5_file_path (myria3d.pctl.dataset.hdf5.create_hdf5 parameter)

HDF5Dataset (class in myria3d.pctl.dataset.hdf5) HDF5LidarDataModule (class in myria3d.pctl.datamodule.hdf5)

I

InferenceDataset (class in myria3d.pctl.dataset.iterable) input_data_dir (myria3d.pctl.dataset.utils.find_file_in_dir parameter)

interpolation (myria3d.models.interpolation.Interpolator.reduce_predictions_and_save parameter) Interpolator (class in myria3d.models.interpolation)

L

las_filepath (myria3d.pctl.points_pre_transform.lidar_hd.lidar_hd_pre_transform parameter) las_path (myria3d.pctl.dataset.utils.get_metadata parameter) (myria3d.pctl.dataset.utils.get_pdal_info_metadata parameter) (myria3d.pctl.dataset.utils.get_pdal_reader parameter) (myria3d.pctl.dataset.utils.pdal_read_las_array parameter) (myria3d.pctl.dataset.utils.split_cloud_into_samples parameter) las_paths_by_split_dict (myria3d.pctl.dataset.hdf5.create_hdf5 parameter) launch_hdf5() (in module run)

launch_predict() (in module run) launch_train() (in module run) lidar_hd_pre_transform() (in module myria3d.pctl.points_pre_transform.lidar_hd) load_full_las_for_update() (myria3d.models.interpolation.Interpolator method) log_comet_cm() (in module myria3d.callbacks.comet_callbacks) log_hyperparameters() (in module myria3d.utils.utils) LogCode (class in myria3d.callbacks.comet_callbacks) LogLogsPath (class in myria3d.callbacks.comet_callbacks)

M

make_toy_dataset_from_test_file() (in module myria3d.pctl.dataset.toy_dataset) MaximumNumNodes (class in myria3d.pctl.transforms.transforms) MinimumNumNodes (class in myria3d.pctl.transforms.transforms) Model (class in myria3d.models.model) module myria3d.callbacks myria3d.callbacks.comet_callbacks myria3d.callbacks.finetuning_callbacks myria3d.models.interpolation myria3d.models.model myria3d.pctl.dataloader.dataloader myria3d.pctl.datamodule.hdf5 myria3d.pctl.dataset.hdf5 myria3d.pctl.dataset.iterable myria3d.pctl.dataset.toy_dataset myria3d.pctl.dataset.utils myria3d.pctl.points_pre_transform.lidar_hd myria3d.pctl.transforms.compose myria3d.pctl.transforms.transforms myria3d.predict myria3d.train myria3d.utils.utils run myria3d.callbacks module myria3d.callbacks.comet_callbacks module myria3d.callbacks.finetuning_callbacks module

myria3d.models.interpolation module myria3d.models.model module myria3d.pctl.dataloader.dataloader module myria3d.pctl.datamodule.hdf5 module myria3d.pctl.dataset.hdf5 module myria3d.pctl.dataset.iterable module myria3d.pctl.dataset.toy_dataset module myria3d.pctl.dataset.utils module myria3d.pctl.points_pre_transform.lidar_hd module myria3d.pctl.transforms.compose module myria3d.pctl.transforms.transforms module myria3d.predict module myria3d.train module myria3d.utils.utils module

N

NormalizePos (class in myria3d.pctl.transforms.transforms)

NullifyLowestZ (class in myria3d.pctl.transforms.transforms)

O

on_train_start() (myria3d.callbacks.comet_callbacks.LogCode method)

output_dir (myria3d.models.interpolation.Interpolator.reduce_predictions_and_save parameter)

P

pdal_read_las_array() (in module myria3d.pctl.dataset.utils) pdal_read_las_array_as_float32() (in module myria3d.pctl.dataset.utils) points_pre_transform (myria3d.pctl.dataset.hdf5.create_hdf5 parameter) pre_filter (myria3d.pctl.dataset.hdf5.create_hdf5 parameter) PREDICT (run.TASK_NAMES attribute) predict_dataloader() (myria3d.pctl.datamodule.hdf5.HDF5LidarDataModule method)

predict_step() (myria3d.models.model.Model method) prepare_data() (myria3d.pctl.datamodule.hdf5.HDF5LidarDataModule method) prepared_data_dir (myria3d.pctl.dataset.toy_dataset.make_toy_dataset_from_test_file parameter) print_config() (in module myria3d.utils.utils) printed and in what order. (myria3d.utils.utils.print_config parameter) probabilities. Defaults to None. (myria3d.models.interpolation.Interpolator.reduce_predictions_and_save parameter) PyGRandLANet (class in myria3d.models.modules.pyg_randla_net)

R

reduce_predicted_logits() (myria3d.models.interpolation.Interpolator method) reduce_predictions_and_save() (myria3d.models.interpolation.Interpolator method)

resolve (myria3d.utils.utils.print_config parameter) run module

S

samples_hdf5_paths (myria3d.pctl.dataset.hdf5.HDF5Dataset property) setup() (myria3d.callbacks.comet_callbacks.LogLogsPath method) (myria3d.pctl.datamodule.hdf5.HDF5LidarDataModule method) split_cloud_into_samples() (in module myria3d.pctl.dataset.utils) split_csv (myria3d.pctl.dataset.toy_dataset.make_toy_dataset_from_test_file parameter) src_las_path (myria3d.pctl.dataset.toy_dataset.make_toy_dataset_from_test_file parameter)

standardize_channel() (myria3d.pctl.transforms.transforms.StandardizeRGBAndIntensity method) StandardizeRGBAndIntensity (class in myria3d.pctl.transforms.transforms) store_predictions() (myria3d.models.interpolation.Interpolator method) subtile_overlap (myria3d.pctl.dataset.utils.split_cloud_into_samples parameter) subtile_overlap_train (myria3d.pctl.dataset.hdf5.create_hdf5 parameter) subtile_width (myria3d.pctl.dataset.hdf5.create_hdf5 parameter) (myria3d.pctl.dataset.utils.split_cloud_into_samples parameter)

T

TargetTransform (class in myria3d.pctl.transforms.transforms) TASK_NAMES (class in run) TEST (run.TASK_NAMES attribute) test_dataloader() (myria3d.pctl.datamodule.hdf5.HDF5LidarDataModule method) test_step() (myria3d.models.model.Model method) tile_width (myria3d.pctl.dataset.hdf5.create_hdf5 parameter) (myria3d.pctl.dataset.utils.split_cloud_into_samples parameter)

ToTensor (class in myria3d.pctl.transforms.transforms) train() (in module myria3d.train) train_dataloader() (myria3d.pctl.datamodule.hdf5.HDF5LidarDataModule method) training_step() (myria3d.models.model.Model method) transforms (myria3d.pctl.transforms.compose.CustomCompose parameter)

V

val_dataloader() (myria3d.pctl.datamodule.hdf5.HDF5LidarDataModule method)

validation_step() (myria3d.models.model.Model method)

Y

y (myria3d.models.model.Model.forward parameter) (myria3d.models.model.Model.predict_step parameter) (myria3d.models.model.Model.test_step parameter) (myria3d.models.model.Model.training_step parameter) (myria3d.models.model.Model.validation_step parameter)