Index

Symbols

**kwargs (simlearner3d.models.generic_model.Model.forward parameter)

*args (simlearner3d.models.generic_model.Model.forward parameter) `split` (simlearner3d.processing.dataset.toy_dataset.make_toy_dataset_from_test_file parameter)

B

batch (simlearner3d.models.generic_model.Model.test_step parameter) (simlearner3d.models.generic_model.Model.training_step parameter) (simlearner3d.models.generic_model.Model.validation_step parameter)

batch_idx (simlearner3d.models.generic_model.Model.test_step parameter) (simlearner3d.models.generic_model.Model.training_step parameter) (simlearner3d.models.generic_model.Model.validation_step parameter)

C

class_name (simlearner3d.models.generic_model.get_neural_net_class parameter) config (simlearner3d.train.train parameter) (simlearner3d.utils.utils.extras parameter) (simlearner3d.utils.utils.print_config parameter)

configure_optimizers() (simlearner3d.models.generic_model.Model method) create_hdf5() (in module simlearner3d.processing.dataset.hdf5) CustomCompose (class in simlearner3d.processing.transforms.compose)

D

dataloader_idx (simlearner3d.models.generic_model.Model.test_step parameter) (simlearner3d.models.generic_model.Model.training_step parameter) (simlearner3d.models.generic_model.Model.validation_step parameter)

dataset (simlearner3d.processing.datamodule.hdf5.HDF5StereoDataModule property) define_device_from_config_param() (in module simlearner3d.utils.utils)

E

eval_time() (in module simlearner3d.utils.utils)

EXTRACT (run.TASK_NAMES attribute) extras() (in module simlearner3d.utils.utils)

F

fields (simlearner3d.utils.utils.print_config parameter) files (simlearner3d.processing.dataset.toy_dataset.make_toy_dataset_from_test_file parameter) find_file_in_dir() (in module simlearner3d.processing.dataset.utils) FINETUNE (run.TASK_NAMES attribute) finetune_function() (simlearner3d.callbacks.finetuning_callbacks.FinetuningFreezeUnfreeze method)

FinetuningFreezeUnfreeze (class in simlearner3d.callbacks.finetuning_callbacks) FIT (run.TASK_NAMES attribute) forward() (simlearner3d.models.generic_model.Model method) (simlearner3d.models.modules.msaff.MSNet method) freeze_before_training() (simlearner3d.callbacks.finetuning_callbacks.FinetuningFreezeUnfreeze method)

G

get_comet_logger() (in module simlearner3d.callbacks.comet_callbacks)

get_logger() (in module simlearner3d.utils.utils) get_neural_net_class() (in module simlearner3d.models.generic_model)

H

HDF5 (run.TASK_NAMES attribute)

HDF5Dataset (class in simlearner3d.processing.dataset.hdf5) HDF5StereoDataModule (class in simlearner3d.processing.datamodule.hdf5)

I

input_data_dir (simlearner3d.processing.dataset.utils.find_file_in_dir parameter)

L

launch_extract() (in module run) launch_hdf5() (in module run) launch_qualify() (in module run) launch_train() (in module run)

log_comet_cm() (in module simlearner3d.callbacks.comet_callbacks) log_hyperparameters() (in module simlearner3d.utils.utils) LogCode (class in simlearner3d.callbacks.comet_callbacks) LogLogsPath (class in simlearner3d.callbacks.comet_callbacks)

M

make_toy_dataset_from_test_file() (in module simlearner3d.processing.dataset.toy_dataset) Model (class in simlearner3d.models.generic_model) module run simlearner3d.callbacks simlearner3d.callbacks.comet_callbacks simlearner3d.callbacks.finetuning_callbacks simlearner3d.models.generic_model simlearner3d.processing.datamodule.hdf5 simlearner3d.processing.dataset.hdf5 simlearner3d.processing.dataset.toy_dataset simlearner3d.processing.dataset.utils simlearner3d.processing.transforms.augmentations simlearner3d.processing.transforms.compose simlearner3d.processing.transforms.transforms simlearner3d.train simlearner3d.utils.utils

MSNet (class in simlearner3d.models.modules.msaff)

O

on_train_start() (simlearner3d.callbacks.comet_callbacks.LogCode method)

P

PREDICT (run.TASK_NAMES attribute) prepare_data() (simlearner3d.processing.datamodule.hdf5.HDF5StereoDataModule method)

prepared_data_dir (simlearner3d.processing.dataset.toy_dataset.make_toy_dataset_from_test_file parameter) print_config() (in module simlearner3d.utils.utils) printed and in what order. (simlearner3d.utils.utils.print_config parameter)

Q

QUALIFY (run.TASK_NAMES attribute)

R

resolve (simlearner3d.utils.utils.print_config parameter)

run module

S

samples_hdf5_paths (simlearner3d.processing.dataset.hdf5.HDF5Dataset property) setup() (simlearner3d.callbacks.comet_callbacks.LogLogsPath method) (simlearner3d.processing.datamodule.hdf5.HDF5StereoDataModule method) simlearner3d.callbacks module simlearner3d.callbacks.comet_callbacks module simlearner3d.callbacks.finetuning_callbacks module simlearner3d.models.generic_model module simlearner3d.processing.datamodule.hdf5 module simlearner3d.processing.dataset.hdf5 module simlearner3d.processing.dataset.toy_dataset module

simlearner3d.processing.dataset.utils module simlearner3d.processing.transforms.augmentations module simlearner3d.processing.transforms.compose module simlearner3d.processing.transforms.transforms module simlearner3d.train module simlearner3d.utils.utils module split_csv (simlearner3d.processing.dataset.toy_dataset.make_toy_dataset_from_test_file parameter) src_las_path (simlearner3d.processing.dataset.toy_dataset.make_toy_dataset_from_test_file parameter) standardize_channel() (simlearner3d.processing.transforms.transforms.StandardizeIntensity method) StandardizeIntensity (class in simlearner3d.processing.transforms.transforms) StandardizeIntensityCenterOnZero (class in simlearner3d.processing.transforms.transforms)

T

TASK_NAMES (class in run) (class in simlearner3d.processing.dataset.toy_dataset) TEST (run.TASK_NAMES attribute) test_dataloader() (simlearner3d.processing.datamodule.hdf5.HDF5StereoDataModule method) test_step() (simlearner3d.models.generic_model.Model method)

ToTensor (class in simlearner3d.processing.transforms.transforms) train() (in module simlearner3d.train) train_dataloader() (simlearner3d.processing.datamodule.hdf5.HDF5StereoDataModule method) training_step() (simlearner3d.models.generic_model.Model method) transforms (simlearner3d.processing.transforms.compose.CustomCompose parameter)

V

val_dataloader() (simlearner3d.processing.datamodule.hdf5.HDF5StereoDataModule method)

validation_step() (simlearner3d.models.generic_model.Model method)