Index

_

__init__() (BaseDatasetBuilder method), [1] (LanceBackend method), [1]

A

add_column() (StableDataset method), [1] all_urls() (DownloadInfo method), [1] ArabicCharacters (class in stable_datasets.images) (class in stable_datasets.images.arabic_characters) ArabicDigits (class in stable_datasets.images) (class in stable_datasets.images.arabic_digits) Array3D (class in stable_datasets) (class in stable_datasets.features) (class in stable_datasets.features.array) (class in stable_datasets.schema)

arrow_metadata() (FeatureType method), [1], [2] (Video method), [1], [2], [3] ArrowBackend (class in stable_datasets.backends) (class in stable_datasets.backends.arrow_shards) as_iterable() (StableDataset method), [1] assets (DatasetSource attribute), [1] AudioMNIST (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.audiomnist) AWA2 (class in stable_datasets.images) (class in stable_datasets.images.awa2)

B

backend (CacheOpenResult attribute) BaseDatasetBuilder (class in stable_datasets) (class in stable_datasets.utils) Beans (class in stable_datasets.images) (class in stable_datasets.images.beans) BirdVoxDCASE20k (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.birdvox_dcase_20k) BrainMNIST (class in stable_datasets.timeseries.brain_mnist)

BUILDER_CONFIGS (BaseDatasetBuilder attribute), [1] (EMNIST attribute), [1] (FGVCAircraft attribute), [1] (HASYv2 attribute), [1] (MedMNIST attribute), [1] BuilderConfig (class in stable_datasets) (class in stable_datasets.schema) bulk_download() (in module stable_datasets.utils) bytes (VideoRef property), [1], [2], [3]

C

cache_dir (ArrowBackend property), [1] (LanceBackend property), [1] (LanceCacheMeta attribute) (LanceVideoFramesBackend property), [1] (ShardedCacheMeta attribute) (VideoRef attribute), [1], [2], [3] cache_fingerprint() (in module stable_datasets.cache) CacheOpenResult (class in stable_datasets.cache) Cars196 (class in stable_datasets.images) (class in stable_datasets.images.cars196) Cars3D (class in stable_datasets.images) (class in stable_datasets.images.cars3d) cassava (class in stable_datasets.images.cassava) CatsDogs (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.CatsDogs) CelebA (class in stable_datasets.images.celeb_a) cell (VideoRef attribute), [1], [2], [3] checksum (DownloadInfo attribute), [1] (VideoRef property), [1], [2], [3] checksums (DatasetSource attribute), [1] CIFAR10 (class in stable_datasets.images) (class in stable_datasets.images.cifar10) CIFAR100 (class in stable_datasets.images) (class in stable_datasets.images.cifar100)

CIFAR100C (class in stable_datasets.images) (class in stable_datasets.images.cifar100_c) CIFAR10C (class in stable_datasets.images) (class in stable_datasets.images.cifar10_c) citation (DatasetInfo attribute), [1] (DatasetSource attribute), [1] classes (cassava attribute) ClassLabel (class in stable_datasets) (class in stable_datasets.features) (class in stable_datasets.features.base) (class in stable_datasets.schema) CLEVRER (class in stable_datasets.images) (class in stable_datasets.images.clevrer) collect_dataset_citations() (in module stable_datasets.schema) column (VideoDecodeConfig attribute), [1] column_names (StableDataset property), [1] compression (ShardedCacheMeta attribute) config_name (DatasetInfo attribute), [1] Country211 (class in stable_datasets.images) (class in stable_datasets.images.country211) crop (VideoDecodeConfig attribute), [1] CUB200 (class in stable_datasets.images) (class in stable_datasets.images.cub200)

D

DatasetInfo (class in stable_datasets) (class in stable_datasets.schema) DatasetSource (class in stable_datasets) (class in stable_datasets.schema) DCLDE (class in stable_datasets.timeseries.dclde) decode_fn (VideoDecodeConfig attribute), [1] decode_fn_batched (VideoDecodeConfig attribute), [1] decoder (VideoDecodeConfig attribute), [1] DEFAULT_CONFIG_NAME (BaseDatasetBuilder attribute), [1] (FGVCAircraft attribute), [1] (HASYv2 attribute), [1] description (BuilderConfig attribute), [1] (DatasetInfo attribute), [1] detect_cache_format() (in module stable_datasets.cache) detect_cache_layout() (in module stable_datasets.cache)

download() (cassava static method) (in module stable_datasets.utils) DownloadInfo (class in stable_datasets) (class in stable_datasets.schema) DSprites (class in stable_datasets.images) (class in stable_datasets.images.dsprites) DSpritesColor (class in stable_datasets.images) (class in stable_datasets.images.dsprites_color) DSpritesNoise (class in stable_datasets.images) (class in stable_datasets.images.dsprites_noise) DSpritesScream (class in stable_datasets.images) (class in stable_datasets.images.dsprites_scream) DTD (class in stable_datasets.images) (class in stable_datasets.images.dtd) dtype (VideoDecodeConfig attribute), [1]

E

EMNIST (class in stable_datasets.images) (class in stable_datasets.images.e_mnist) EMNISTConfig (class in stable_datasets.images.e_mnist) encode() (Array3D method), [1], [2], [3] (ClassLabel method), [1], [2], [3] (FeatureType method), [1], [2] (Image method), [1], [2], [3] (Sequence method), [1], [2], [3] (Video method), [1], [2], [3]

encode_example() (in module stable_datasets.cache) extension (VideoRef property), [1], [2], [3] extract_train_class() (Places365Small static method)

F

FacePointing (class in stable_datasets.images) (class in stable_datasets.images.face_pointing) fallbacks (DownloadInfo attribute), [1] FashionMNIST (class in stable_datasets.images) (class in stable_datasets.images.fashion_mnist) Features (class in stable_datasets) (class in stable_datasets.schema) features (DatasetInfo attribute), [1] (StableDataset property), [1] FeatureType (class in stable_datasets.features) (class in stable_datasets.features.base) (class in stable_datasets.schema) FGVCAircraft (class in stable_datasets.images) (class in stable_datasets.images.fgvc_aircraft) filename (DownloadInfo attribute), [1] filter() (StableDataset method), [1] fingerprint_data() (Features method), [1] (FeatureType method), [1], [2] (Video method), [1], [2], [3] flatten_indices() (StableDataset method), [1] Flowers102 (class in stable_datasets.images) (class in stable_datasets.images.flowers102)

Food101 (class in stable_datasets.images) (class in stable_datasets.images.food101) format() (Array3D method), [1], [2], [3] (ClassLabel method), [1], [2], [3] (FeatureType method), [1], [2] (Image method), [1], [2], [3] (Value method), [1], [2], [3] (Video method), [1], [2], [3] format_batch() (Formatter method) (RawFormatter method) format_row() (Formatter method) (RawFormatter method) format_type (Formatter attribute) (NumpyFormatter attribute) (PythonFormatter attribute) (RawFormatter attribute) (TorchFormatter attribute) Formatter (class in stable_datasets.formatting) frame_stride (VideoDecodeConfig attribute), [1] Freefield1010 (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.freefield1010) FSDKaggle2018 (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.fsd_kaggle_2018)

G

Galaxy10Decal (class in stable_datasets.images) (class in stable_datasets.images.galaxy10) gen_kwargs (SplitGenerator attribute) get() (DatasetSource method), [1] get_formatter() (in module stable_datasets.formatting) get_row() (ArrowBackend method), [1] (LanceBackend method), [1] (LanceVideoFramesBackend method), [1] (StorageBackend method), [1]

GrooveMIDI (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.groove_MIDI) GTZAN (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.gtzan)

H

HASYv2 (class in stable_datasets.images) (class in stable_datasets.images.hasy_v2)

HighGamma (class in stable_datasets.timeseries.high_gamma) homepage (DatasetInfo attribute), [1] (DatasetSource attribute), [1]

I

Image (class in stable_datasets) (class in stable_datasets.features) (class in stable_datasets.features.image) (class in stable_datasets.schema) ImageNet100 (class in stable_datasets.images) (class in stable_datasets.images.imagenet_100) ImageNet1K (class in stable_datasets.images) (class in stable_datasets.images.imagenet_1k) Imagenette (class in stable_datasets.images) (class in stable_datasets.images.imagenet_10) (class in stable_datasets.images.imagenette)

info (BaseDatasetBuilder property), [1] (StableDataset property), [1] int2str() (ClassLabel method), [1], [2], [3] is_file_backed (ArrowBackend property), [1] (LanceBackend property), [1] (LanceVideoFramesBackend property), [1] (StorageBackend property), [1] iter_batches() (ArrowBackend method), [1] (LanceBackend method), [1] (LanceVideoFramesBackend method), [1] (StorageBackend method), [1] iter_epoch() (StableDataset method), [1]

J

JapaneseVowels (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.JapaneseVowels)

K

KMNIST (class in stable_datasets.images) (class in stable_datasets.images.k_mnist)

L

LanceBackend (class in stable_datasets.backends) (class in stable_datasets.backends.lance_rows) LanceCacheMeta (class in stable_datasets.cache) LanceVideoFramesBackend (class in stable_datasets.backends) (class in stable_datasets.backends.lance_video_frames) layout (CacheOpenResult attribute) (VideoDecodeConfig attribute), [1]

license (DatasetInfo attribute), [1] (DatasetSource attribute), [1] Linnaeus5 (class in stable_datasets.images) (class in stable_datasets.images.linnaeus5) load() (cassava static method) (in module stable_datasets.timeseries.esc) load_from_tsfile_to_dataframe() (in module stable_datasets.utils)

M

make_sampler() (StableDataset method), [1] map() (StableDataset method), [1] media_type (VideoRef property), [1], [2], [3] MedMNIST (class in stable_datasets.images) (class in stable_datasets.images.med_mnist) MedMNISTConfig (class in stable_datasets.images.med_mnist) metadata (CacheOpenResult attribute) MNIST (class in stable_datasets.images.mnist) mode (VideoRef property), [1], [2], [3] module stable_datasets stable_datasets.backends stable_datasets.backends.arrow_shards stable_datasets.backends.lance_rows stable_datasets.backends.lance_video_frames stable_datasets.backends.protocol stable_datasets.cache stable_datasets.dataset stable_datasets.features stable_datasets.features.array stable_datasets.features.base stable_datasets.features.image stable_datasets.features.video stable_datasets.formatting stable_datasets.images stable_datasets.images.arabic_characters stable_datasets.images.arabic_digits stable_datasets.images.awa2 stable_datasets.images.beans stable_datasets.images.cars196 stable_datasets.images.cars3d stable_datasets.images.cassava stable_datasets.images.celeb_a stable_datasets.images.cifar10 stable_datasets.images.cifar100 stable_datasets.images.cifar100_c stable_datasets.images.cifar10_c stable_datasets.images.clevrer stable_datasets.images.country211 stable_datasets.images.cub200 stable_datasets.images.dsprites stable_datasets.images.dsprites_color stable_datasets.images.dsprites_noise stable_datasets.images.dsprites_scream stable_datasets.images.dtd stable_datasets.images.e_mnist stable_datasets.images.face_pointing stable_datasets.images.fashion_mnist stable_datasets.images.fgvc_aircraft stable_datasets.images.flowers102 stable_datasets.images.food101 stable_datasets.images.galaxy10 stable_datasets.images.hasy_v2 stable_datasets.images.imagenet_10 stable_datasets.images.imagenet_100 stable_datasets.images.imagenet_1k stable_datasets.images.imagenette stable_datasets.images.k_mnist stable_datasets.images.linnaeus5 stable_datasets.images.med_mnist stable_datasets.images.mnist stable_datasets.images.not_mnist stable_datasets.images.patch_camelyon stable_datasets.images.places365_small stable_datasets.images.rock_paper_scissor stable_datasets.images.shapes3d stable_datasets.images.small_norb stable_datasets.images.stl10 stable_datasets.images.svhn stable_datasets.images.tiny_imagenet stable_datasets.images.tiny_imagenet_c stable_datasets.iterable stable_datasets.samplers stable_datasets.schema stable_datasets.splits stable_datasets.timeseries stable_datasets.timeseries.audiomnist stable_datasets.timeseries.birdvox_dcase_20k stable_datasets.timeseries.brain_mnist stable_datasets.timeseries.CatsDogs stable_datasets.timeseries.dclde stable_datasets.timeseries.esc stable_datasets.timeseries.freefield1010 stable_datasets.timeseries.fsd_kaggle_2018 stable_datasets.timeseries.groove_MIDI stable_datasets.timeseries.gtzan stable_datasets.timeseries.high_gamma stable_datasets.timeseries.JapaneseVowels stable_datasets.timeseries.MosquitoSound stable_datasets.timeseries.Phoneme stable_datasets.timeseries.picidae stable_datasets.timeseries.RightWhaleCalls stable_datasets.timeseries.seizures_neonatal stable_datasets.timeseries.sonycust stable_datasets.timeseries.speech_commands stable_datasets.timeseries.UrbanSound stable_datasets.timeseries.vocalset stable_datasets.timeseries.VoiceGenderDetection stable_datasets.timeseries.warblr stable_datasets.utils stable_datasets.video stable_datasets.video.something_something_v2

MosquitoSound (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.MosquitoSound)

N

name (BuilderConfig attribute), [1] (SplitGenerator attribute) NotMNIST (class in stable_datasets.images) (class in stable_datasets.images.not_mnist) num_frames (VideoDecodeConfig attribute), [1] num_rows (ArrowBackend property), [1] (CacheOpenResult attribute) (LanceBackend property), [1] (LanceCacheMeta attribute) (LanceVideoFramesBackend property), [1] (ShardedCacheMeta attribute) (StableDataset property), [1] (StorageBackend property), [1]

num_shards (ArrowBackend property), [1] (LanceBackend property), [1] (LanceVideoFramesBackend property), [1] (ShardedCacheMeta attribute) (StorageBackend property), [1] NumpyFormatter (class in stable_datasets.formatting)

O

open_cache() (in module stable_datasets.cache)

output (VideoDecodeConfig attribute), [1]

P

pad (VideoDecodeConfig attribute), [1] PatchCamelyon (class in stable_datasets.images.patch_camelyon) path (VideoRef property), [1], [2], [3] Phoneme (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.Phoneme) Picidae (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.picidae)

Places365Small (class in stable_datasets.images.places365_small) prefer_batched_take (ArrowBackend attribute), [1] (LanceBackend attribute), [1] (LanceVideoFramesBackend attribute), [1] PythonFormatter (class in stable_datasets.formatting)

R

RawFormatter (class in stable_datasets.formatting) read_lance_cache_meta() (in module stable_datasets.cache) read_shard() (in module stable_datasets.cache) read_sharded_cache_meta() (in module stable_datasets.cache) remove_columns() (StableDataset method), [1]

rename_column() (StableDataset method), [1] rename_columns() (StableDataset method), [1] reset_worker_state() (in module stable_datasets.backends.lance_video_frames) resize (VideoDecodeConfig attribute), [1] RockPaperScissor (class in stable_datasets.images) (class in stable_datasets.images.rock_paper_scissor)

S

sampling (VideoDecodeConfig attribute), [1] scale (VideoDecodeConfig attribute), [1] schema (ArrowBackend property), [1] (LanceBackend property), [1] (LanceVideoFramesBackend property), [1] (StorageBackend property), [1] schema_fingerprint (LanceCacheMeta attribute) (ShardedCacheMeta attribute) seed (VideoDecodeConfig attribute), [1] segment_filename() (LanceVideoFramesBackend method), [1] segment_filenames (LanceVideoFramesBackend property), [1] segment_info() (LanceVideoFramesBackend method), [1] SeizuresNeonatal (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.seizures_neonatal) select() (StableDataset method), [1] Sequence (class in stable_datasets) (class in stable_datasets.features) (class in stable_datasets.features.base) (class in stable_datasets.schema) SEQUENCE_LENGTH (JapaneseVowels attribute), [1] set_decode() (StableDataset method), [1] set_epoch() (ShardShuffleSampler method) (StableIterableDataset method) set_video_decode() (StableDataset method), [1] (StableDatasetDict method), [1] Shapes3D (class in stable_datasets.images) (class in stable_datasets.images.shapes3d) shard_filenames (ShardedCacheMeta attribute) shard_paths (ShardedCacheMeta property) shard_row_counts (ShardedCacheMeta attribute) ShardedCacheMeta (class in stable_datasets.cache) ShardShuffleSampler (class in stable_datasets.samplers) shuffle() (StableDataset method), [1] size (VideoRef property), [1], [2], [3] slice() (ArrowBackend method), [1] (LanceBackend method), [1] (LanceVideoFramesBackend method), [1] (StorageBackend method), [1] SmallNORB (class in stable_datasets.images) (class in stable_datasets.images.small_norb) SomethingSomethingV2 (class in stable_datasets.video) (class in stable_datasets.video.something_something_v2) SONYCUST (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.sonycust) SOURCE (ArabicCharacters attribute), [1] (ArabicDigits attribute), [1] (AudioMNIST attribute), [1] (AWA2 attribute), [1] (BaseDatasetBuilder attribute), [1] (Beans attribute), [1] (BirdVoxDCASE20k attribute), [1] (BrainMNIST attribute) (Cars196 attribute), [1] (Cars3D attribute), [1] (CatsDogs attribute), [1] (CelebA attribute) (CIFAR10 attribute), [1] (CIFAR100 attribute), [1] (CIFAR100C attribute), [1] (CIFAR10C attribute), [1] (CLEVRER attribute), [1] (Country211 attribute), [1] (CUB200 attribute), [1] (DCLDE attribute) (DSprites attribute), [1] (DSpritesColor attribute), [1] (DSpritesNoise attribute), [1] (DSpritesScream attribute), [1] (DTD attribute), [1] (EMNIST attribute), [1] (FacePointing attribute), [1] (FashionMNIST attribute), [1] (FGVCAircraft attribute), [1] (Flowers102 attribute), [1] (Food101 attribute), [1] (Freefield1010 attribute), [1] (FSDKaggle2018 attribute), [1] (Galaxy10Decal attribute), [1] (GrooveMIDI attribute), [1] (GTZAN attribute), [1] (HASYv2 attribute), [1] (HighGamma attribute) (ImageNet100 attribute), [1] (ImageNet1K attribute), [1] (Imagenette attribute), [1], [2] (JapaneseVowels attribute), [1] (KMNIST attribute), [1] (Linnaeus5 attribute), [1] (MNIST attribute) (MosquitoSound attribute), [1] (NotMNIST attribute), [1] (PatchCamelyon attribute) (Phoneme attribute), [1] (Picidae attribute), [1] (Places365Small attribute) (RockPaperScissor attribute), [1] (SeizuresNeonatal attribute), [1] (Shapes3D attribute), [1] (SmallNORB attribute), [1] (SomethingSomethingV2 attribute), [1] (SONYCUST attribute), [1] (SpeechCommands attribute), [1] (STL10 attribute), [1] (SVHN attribute), [1] (TinyImagenet attribute), [1] (TinyImagenetC attribute), [1] (UrbanSound attribute), [1] (VocalSet attribute), [1] (VoiceGenderDetection attribute), [1] (Warblr attribute), [1] SpeechCommands (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.speech_commands) Split (class in stable_datasets.splits) SplitGenerator (class in stable_datasets.splits) SSv2 (in module stable_datasets.video) (in module stable_datasets.video.something_something_v2) stable_datasets module stable_datasets.backends module stable_datasets.backends.arrow_shards module stable_datasets.backends.lance_rows module stable_datasets.backends.lance_video_frames module stable_datasets.backends.protocol module stable_datasets.cache module stable_datasets.dataset module stable_datasets.features module stable_datasets.features.array module stable_datasets.features.base module stable_datasets.features.image module stable_datasets.features.video module stable_datasets.formatting module stable_datasets.images module stable_datasets.images.arabic_characters module stable_datasets.images.arabic_digits module stable_datasets.images.awa2 module stable_datasets.images.beans module stable_datasets.images.cars196 module stable_datasets.images.cars3d module

stable_datasets.images.cassava module stable_datasets.images.celeb_a module stable_datasets.images.cifar10 module stable_datasets.images.cifar100 module stable_datasets.images.cifar100_c module stable_datasets.images.cifar10_c module stable_datasets.images.clevrer module stable_datasets.images.country211 module stable_datasets.images.cub200 module stable_datasets.images.dsprites module stable_datasets.images.dsprites_color module stable_datasets.images.dsprites_noise module stable_datasets.images.dsprites_scream module stable_datasets.images.dtd module stable_datasets.images.e_mnist module stable_datasets.images.face_pointing module stable_datasets.images.fashion_mnist module stable_datasets.images.fgvc_aircraft module stable_datasets.images.flowers102 module stable_datasets.images.food101 module stable_datasets.images.galaxy10 module stable_datasets.images.hasy_v2 module stable_datasets.images.imagenet_10 module stable_datasets.images.imagenet_100 module stable_datasets.images.imagenet_1k module stable_datasets.images.imagenette module stable_datasets.images.k_mnist module stable_datasets.images.linnaeus5 module stable_datasets.images.med_mnist module stable_datasets.images.mnist module stable_datasets.images.not_mnist module stable_datasets.images.patch_camelyon module stable_datasets.images.places365_small module stable_datasets.images.rock_paper_scissor module stable_datasets.images.shapes3d module stable_datasets.images.small_norb module stable_datasets.images.stl10 module stable_datasets.images.svhn module stable_datasets.images.tiny_imagenet module stable_datasets.images.tiny_imagenet_c module stable_datasets.iterable module stable_datasets.samplers module stable_datasets.schema module stable_datasets.splits module stable_datasets.timeseries module stable_datasets.timeseries.audiomnist module stable_datasets.timeseries.birdvox_dcase_20k module stable_datasets.timeseries.brain_mnist module stable_datasets.timeseries.CatsDogs module stable_datasets.timeseries.dclde module stable_datasets.timeseries.esc module stable_datasets.timeseries.freefield1010 module stable_datasets.timeseries.fsd_kaggle_2018 module stable_datasets.timeseries.groove_MIDI module stable_datasets.timeseries.gtzan module stable_datasets.timeseries.high_gamma module stable_datasets.timeseries.JapaneseVowels module stable_datasets.timeseries.MosquitoSound module stable_datasets.timeseries.Phoneme module stable_datasets.timeseries.picidae module stable_datasets.timeseries.RightWhaleCalls module stable_datasets.timeseries.seizures_neonatal module stable_datasets.timeseries.sonycust module stable_datasets.timeseries.speech_commands module stable_datasets.timeseries.UrbanSound module stable_datasets.timeseries.vocalset module stable_datasets.timeseries.VoiceGenderDetection module stable_datasets.timeseries.warblr module stable_datasets.utils module stable_datasets.video module stable_datasets.video.something_something_v2 module StableDataset (class in stable_datasets) (class in stable_datasets.dataset) StableDatasetDict (class in stable_datasets) (class in stable_datasets.dataset) StableIterableDataset (class in stable_datasets.iterable) STL10 (class in stable_datasets.images) (class in stable_datasets.images.stl10) STORAGE_FORMAT (BaseDatasetBuilder attribute), [1] StorageBackend (class in stable_datasets.backends) (class in stable_datasets.backends.protocol) str2int() (ClassLabel method), [1], [2], [3] supervised_keys (DatasetInfo attribute), [1] SVHN (class in stable_datasets.images) (class in stable_datasets.images.svhn)

T

table (ArrowBackend property), [1] (LanceBackend property), [1] (LanceVideoFramesBackend property), [1] (StableDataset property), [1] (StorageBackend property), [1] take() (ArrowBackend method), [1] (LanceBackend method), [1] (LanceVideoFramesBackend method), [1] (StorageBackend method), [1] TEST (Split attribute) TinyImagenet (class in stable_datasets.images) (class in stable_datasets.images.tiny_imagenet)

TinyImagenetC (class in stable_datasets.images) (class in stable_datasets.images.tiny_imagenet_c) to_arrow_schema() (Features method), [1] to_arrow_type() (Array3D method), [1], [2], [3] (ClassLabel method), [1], [2], [3] (FeatureType method), [1], [2] (Image method), [1], [2], [3] (Sequence method), [1], [2], [3] (Value method), [1], [2], [3] (Video method), [1], [2], [3] TorchFormatter (class in stable_datasets.formatting) TRAIN (Split attribute) train_test_split() (StableDataset method), [1]

U

UrbanSound (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.UrbanSound)

url (DownloadInfo attribute), [1]

V

validate_sharded_cache() (in module stable_datasets.cache) VALIDATION (Split attribute) Value (class in stable_datasets) (class in stable_datasets.features) (class in stable_datasets.features.base) (class in stable_datasets.schema) VERSION (ArabicCharacters attribute), [1] (ArabicDigits attribute), [1] (AudioMNIST attribute), [1] (AWA2 attribute), [1] (BaseDatasetBuilder attribute), [1] (Beans attribute), [1] (BirdVoxDCASE20k attribute), [1] (BrainMNIST attribute) version (BuilderConfig attribute), [1] VERSION (Cars196 attribute), [1] (Cars3D attribute), [1] (CatsDogs attribute), [1] (CelebA attribute) (CIFAR10 attribute), [1] (CIFAR100 attribute), [1] (CIFAR100C attribute), [1] (CIFAR10C attribute), [1] Version (class in stable_datasets) (class in stable_datasets.schema) VERSION (CLEVRER attribute), [1] (Country211 attribute), [1] (CUB200 attribute), [1] (DCLDE attribute) (DSprites attribute), [1] (DSpritesColor attribute), [1] (DSpritesNoise attribute), [1] (DSpritesScream attribute), [1] (DTD attribute), [1] (EMNIST attribute), [1] (FacePointing attribute), [1] (FashionMNIST attribute), [1] (FGVCAircraft attribute), [1] (Flowers102 attribute), [1] (Food101 attribute), [1] (Freefield1010 attribute), [1] (FSDKaggle2018 attribute), [1] (Galaxy10Decal attribute), [1] (GrooveMIDI attribute), [1] (GTZAN attribute), [1] (HASYv2 attribute), [1] (HighGamma attribute) (ImageNet100 attribute), [1] (ImageNet1K attribute), [1] (Imagenette attribute), [1], [2] (JapaneseVowels attribute), [1] (KMNIST attribute), [1] (Linnaeus5 attribute), [1] (MedMNIST attribute), [1] (MNIST attribute) (MosquitoSound attribute), [1] (NotMNIST attribute), [1] (PatchCamelyon attribute) (Phoneme attribute), [1] (Picidae attribute), [1] (Places365Small attribute) (RockPaperScissor attribute), [1] (SeizuresNeonatal attribute), [1] (Shapes3D attribute), [1] (SmallNORB attribute), [1] (SomethingSomethingV2 attribute), [1] (SONYCUST attribute), [1] (SpeechCommands attribute), [1] (STL10 attribute), [1] (SVHN attribute), [1] (TinyImagenet attribute), [1] (TinyImagenetC attribute), [1] (UrbanSound attribute), [1] (VocalSet attribute), [1] (VoiceGenderDetection attribute), [1] (Warblr attribute), [1]

Video (class in stable_datasets) (class in stable_datasets.features) (class in stable_datasets.features.video) (class in stable_datasets.schema) video_paths (LanceVideoFramesBackend property), [1] VideoDecodeConfig (class in stable_datasets) (class in stable_datasets.schema) VideoDecodeFn (class in stable_datasets) (class in stable_datasets.schema) VideoDecodeFnBatched (class in stable_datasets) (class in stable_datasets.schema) VideoRef (class in stable_datasets) (class in stable_datasets.features) (class in stable_datasets.features.video) (class in stable_datasets.schema) VocalSet (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.vocalset) VoiceGenderDetection (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.VoiceGenderDetection)

W

Warblr (class in stable_datasets.timeseries) (class in stable_datasets.timeseries.warblr) with_format() (StableDataset method), [1] with_transform() (StableDataset method), [1]

worker_init() (LanceVideoFramesBackend static method), [1] write_lance_cache() (in module stable_datasets.cache) write_lance_video_frames_cache() (in module stable_datasets.cache) write_sharded_arrow_cache() (in module stable_datasets.cache)