Index

A

access_note (mtlearn.data.DatasetSpec attribute) Attribute (class in mtlearn.morphology)

AttributeFilters (class in mtlearn.morphology) audit_image_pairs() (in module mtlearn.datasets)

B

build_dataloader_cached() (mtlearn.layers.ConnectedFilterPreprocessingLayer method)

build_dataloader_cached_fixed_stats() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) build_tree() (in module mtlearn.morphology)

C

cached_sample_count() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) CFPPreprocessor (class in mtlearn.layers.cfp) checks (mtlearn.datasets.SplitValidationReport attribute) clear() (mtlearn.layers.cfp.DiskStore method) (mtlearn.layers.cfp.MemoryStore method) (mtlearn.layers.cfp.NullStore method) collate_prepared() (in module mtlearn.layers.cfp) collect_cfp_configs() (in module mtlearn.layers) combine() (mtlearn.layers.cfp.StatisticsSnapshot class method)

compute_attributes() (in module mtlearn.morphology) compute_single_attribute() (in module mtlearn.morphology) ConnectedFilterPreprocessingLayer (class in mtlearn.layers) ConnectedFilterPreprocessingTreeTensors (class in mtlearn) ConnectedFilterPreprocessingTreeTraversal (class in mtlearn) create_attribute_filter() (in module mtlearn.morphology) create_max_tree() (in module mtlearn.morphology) create_min_tree() (in module mtlearn.morphology) create_tree_of_shapes() (in module mtlearn.morphology)

D

dataset_path() (in module mtlearn.data) DatasetSpec (class in mtlearn.data) default_data_dir() (in module mtlearn.data) describe_all_attributes() (in module mtlearn.morphology) describe_attribute() (in module mtlearn.morphology)

description (mtlearn.data.DatasetSpec attribute) DiskStore (class in mtlearn.layers.cfp) download_by_default (mtlearn.data.DatasetSpec attribute) download_file() (in module mtlearn.data) dropbox_download_url() (in module mtlearn.data)

E

ensure_dataset() (in module mtlearn.data) expand_attribute_group() (in module mtlearn.morphology)

export_params() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) extracted_content_root() (in module mtlearn.data)

F

fingerprint() (mtlearn.datasets.SplitManifest method) fingerprints() (mtlearn.datasets.SplitManifest method) fit_stats() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) format_size() (in module mtlearn.data) forward() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) forward_prepared() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) freeze_ds_stats() (mtlearn.layers.ConnectedFilterPreprocessingLayer method)

from_audit() (mtlearn.datasets.SplitManifest class method) from_config() (mtlearn.layers.ConnectedFilterPreprocessingLayer class method) from_folders() (mtlearn.datasets.PairedImageDataset class method) from_layer() (mtlearn.layers.cfp.CFPPreprocessor class method) from_manifest() (mtlearn.datasets.PairedImageDataset class method) from_pairs() (mtlearn.datasets.PairedImageDataset class method) from_suffixes() (mtlearn.datasets.PairedImageDataset class method)

G

GeneratedTargetImageDataset (class in mtlearn.datasets) get() (mtlearn.layers.cfp.DiskStore method) get_config() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) get_contracts() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) get_extra_state() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) get_inference_contract() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) get_or_prepare() (mtlearn.layers.cfp.DiskStore method) (mtlearn.layers.cfp.NullStore method)

get_parameter_contract() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) get_statistics_contract() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) get_stats() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) get_training_contract() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) group_counts (mtlearn.datasets.SplitValidationReport attribute) groups (mtlearn.datasets.SplitManifest property)

H

has_existing_files() (in module mtlearn.data)

I

init_identity() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) inspect_prepared_sample() (mtlearn.layers.ConnectedFilterPreprocessingLayer method)

inspect_training_sample() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) is_tree() (in module mtlearn.morphology)

K

key (mtlearn.data.DatasetSpec attribute)

L

list_datasets() (in module mtlearn.data) load() (mtlearn.datasets.SplitManifest class method)

load_checkpoint() (in module mtlearn.layers) load_stats() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) local_env_var (mtlearn.data.DatasetSpec attribute)

M

main() (in module mtlearn.data) MAX_TREE (mtlearn.morphology.TreeType attribute) MemoryStore (class in mtlearn.layers.cfp) MIN_TREE (mtlearn.morphology.TreeType attribute) module mtlearn.data mtlearn.datasets mtlearn.morphology

mtlearn.data module mtlearn.datasets module mtlearn.morphology module

N

nbytes (mtlearn.layers.cfp.PreparedMorphology property) normalize_tos_interpolation() (in module mtlearn.morphology)

normalize_tree_type() (in module mtlearn.morphology) NullStore (class in mtlearn.layers.cfp)

P

PairAudit (class in mtlearn.datasets) PairedImageDataset (class in mtlearn.datasets) pairs() (mtlearn.datasets.SplitManifest method) parse_args() (in module mtlearn.data) predict() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) PreparationResult (class in mtlearn.layers.cfp) prepare() (mtlearn.layers.cfp.CFPPreprocessor method) prepare_batch() (mtlearn.layers.cfp.CFPPreprocessor method) prepare_image() (mtlearn.layers.cfp.CFPPreprocessor method)

prepare_u8() (mtlearn.layers.cfp.CFPPreprocessor method) PreparedBatch (class in mtlearn.layers.cfp) PreparedDataset (class in mtlearn.layers.cfp) PreparedMorphology (class in mtlearn.layers.cfp) preprocessing (mtlearn.datasets.PairAudit property) (mtlearn.datasets.SplitManifest property) put() (mtlearn.layers.cfp.DiskStore method) (mtlearn.layers.cfp.MemoryStore method) (mtlearn.layers.cfp.NullStore method)

R

recover() (mtlearn.layers.cfp.DiskStore method) refresh_cached_normalization() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) regularization_penalty() (mtlearn.layers.ConnectedFilterPreprocessingLayer method)

replace_directory() (in module mtlearn.data) repo_root() (in module mtlearn.data) require_local_dataset() (in module mtlearn.data)

S

sample_counts (mtlearn.datasets.SplitValidationReport attribute) sample_ids (mtlearn.datasets.PairAudit property) (mtlearn.datasets.SplitManifest property) (mtlearn.datasets.SplitValidationReport attribute) save() (mtlearn.datasets.SplitManifest method) save_checkpoint() (in module mtlearn.layers) save_stats() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) set_extra_state() (mtlearn.layers.ConnectedFilterPreprocessingLayer method)

set_stats() (mtlearn.layers.ConnectedFilterPreprocessingLayer method) sources (mtlearn.datasets.PairAudit property) split_ids_by_group() (in module mtlearn.datasets) SplitManifest (class in mtlearn.datasets) splits (mtlearn.datasets.SplitManifest property) SplitValidationReport (class in mtlearn.datasets) statistics() (mtlearn.layers.cfp.DiskStore method) StatisticsSnapshot (class in mtlearn.layers.cfp) subsets_from_ids() (in module mtlearn.datasets)

T

target (mtlearn.data.DatasetSpec attribute) to_dict() (mtlearn.datasets.PairAudit method) (mtlearn.datasets.SplitManifest method) (mtlearn.datasets.SplitValidationReport method)

train_test_split() (mtlearn.datasets.GeneratedTargetImageDataset method) (mtlearn.datasets.PairedImageDataset method) TREE_OF_SHAPES (mtlearn.morphology.TreeType attribute) TreeType (class in mtlearn.morphology)

U

unassigned_ids (mtlearn.datasets.SplitValidationReport attribute) unfreeze_ds_stats() (mtlearn.layers.ConnectedFilterPreprocessingLayer method)

url (mtlearn.data.DatasetSpec attribute) url_env_var (mtlearn.data.DatasetSpec attribute)

V

validate() (mtlearn.layers.cfp.PreparedMorphology method) validate_files() (mtlearn.datasets.SplitManifest method)

validate_for() (mtlearn.layers.cfp.PreparedBatch method) validate_preprocessing() (mtlearn.datasets.SplitManifest method) validate_split_ids() (in module mtlearn.datasets)

W

WeightedMorphologicalTree (class in mtlearn.morphology)