Index

_

__init__() (BaseDatasetBuilder method) (LanceBackend method)

A

add_column() (StableDataset method) AIDERv2 (class in stable_datasets.images.aiderv2) all_urls() (DownloadInfo method) ArabicCharacters (class in stable_datasets.images.arabic_characters) ArabicDigits (class in stable_datasets.images.arabic_digits) Array3D (class in stable_datasets.features.array) Array4D (class in stable_datasets.features.array)

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

B

backend (CacheOpenResult attribute) BaseDatasetBuilder (class in stable_datasets.utils) BasicMotions (class in stable_datasets.timeseries.basic_motions) Beans (class in stable_datasets.images.beans) BeeDataset (class in stable_datasets.images.bee_dataset) BelgiumTSC (class in stable_datasets.images.belgium_tsc) BirdVoxDCASE20k (class in stable_datasets.timeseries.birdvox_dcase_20k) BrainMNIST (class in stable_datasets.timeseries.brain_mnist) BrainTumorMRI (class in stable_datasets.images.brain_tumor_mri) BreakHis (class in stable_datasets.images.breakhis) BSDS500 (class in stable_datasets.images.bsds500) BUILDER_CONFIGS (BaseDatasetBuilder attribute) (BreakHis attribute) (DeepWeeds attribute) (EMNIST attribute) (FGVCAircraft attribute) (Flowers17 attribute) (FreiburgGroceries attribute) (HASYv2 attribute) (ImageNetV2 attribute) (Imagewoof attribute) (MedMNIST attribute) (MNISTC attribute) (OfficeHome attribute) (PACS attribute) (PlantVillage attribute) (RobotExecutionFailures attribute) (SUN397 attribute) (UberTLC attribute)

BuilderConfig (class in stable_datasets.schema) bulk_download() (in module stable_datasets.utils) bytes (VideoRef property)

C

cache_dir (ArrowBackend property) (LanceBackend property) (LanceCacheMeta attribute) (LanceVideoFramesBackend property) (ShardedCacheMeta attribute) (VideoRef attribute) cache_fingerprint() (in module stable_datasets.cache) CacheOpenResult (class in stable_datasets.cache) Caltech101 (class in stable_datasets.images.caltech101) Caltech101Silhouettes (class in stable_datasets.images.caltech101_silhouettes) Caltech256 (class in stable_datasets.images.caltech256) Cars196 (class in stable_datasets.images.cars196) Cars3D (class in stable_datasets.images.cars3d) cassava (class in stable_datasets.images.cassava) CatsDogs (class in stable_datasets.timeseries.CatsDogs) CCT20 (class in stable_datasets.images.cct20) CelebA (class in stable_datasets.images.celeb_a) cell (VideoRef attribute) CHANNEL_NAMES (DailyAndSportsActivities attribute) (MHEALTH attribute) (RobotExecutionFailures attribute) (UCIHAR attribute) checksum (DownloadInfo attribute) (VideoRef property) checksums (DatasetSource attribute) CIFAR10 (class in stable_datasets.images.cifar10) CIFAR100 (class in stable_datasets.images.cifar100) CIFAR100C (class in stable_datasets.images.cifar100_c)

CIFAR100N (class in stable_datasets.images.cifar100_n) CIFAR10_1 (class in stable_datasets.images.cifar10_1) CIFAR10_2 (class in stable_datasets.images.cifar10_2) CIFAR10C (class in stable_datasets.images.cifar10_c) CIFAR10N (class in stable_datasets.images.cifar10_n) CINIC10 (class in stable_datasets.images.cinic10) citation (DatasetInfo attribute) (DatasetSource attribute) CLASS_NAMES (DailyAndSportsActivities attribute) (Devanagari attribute) (IntelImageClassification attribute) (OfficeHome attribute) (PACS attribute) (RobotExecutionFailures attribute) (Scene8 attribute) classes (cassava attribute) ClassLabel (class in stable_datasets.features.base) CLEVRER (class in stable_datasets.images.clevrer) CMUFaces (class in stable_datasets.images.cmu_faces) COIL100 (class in stable_datasets.images.coil100) COIL20 (class in stable_datasets.images.coil20) collect_dataset_citations() (in module stable_datasets.schema) column (VideoDecodeConfig attribute) column_names (StableDataset property) compression (ShardedCacheMeta attribute) config_name (DatasetInfo attribute) Country211 (class in stable_datasets.images.country211) crop (VideoDecodeConfig attribute) CUB200 (class in stable_datasets.images.cub200)

D

DailyAndSportsActivities (class in stable_datasets.timeseries.daily_and_sports_activities) DatasetInfo (class in stable_datasets.schema) DatasetSource (class in stable_datasets.schema) DCLDE (class in stable_datasets.timeseries.dclde) decode_fn (VideoDecodeConfig attribute) decode_fn_batched (VideoDecodeConfig attribute) decode_mask() (in module stable_datasets.images.bsds500) (in module stable_datasets.images.weizmann_seg) decoder (VideoDecodeConfig attribute) DeepWeeds (class in stable_datasets.images.deep_weeds) DEFAULT_CONFIG_NAME (BaseDatasetBuilder attribute) (BreakHis attribute) (FGVCAircraft attribute) (Flowers17 attribute) (FreiburgGroceries attribute) (HASYv2 attribute) (ImageNetV2 attribute) (MNISTC attribute) (OfficeHome attribute) (PACS attribute) (PlantVillage attribute) (RobotExecutionFailures attribute) (SUN397 attribute) (UberTLC attribute)

DeFungi (class in stable_datasets.images.defungi) description (BuilderConfig attribute) (DatasetInfo attribute) detect_cache_format() (in module stable_datasets.cache) detect_cache_layout() (in module stable_datasets.cache) Devanagari (class in stable_datasets.images.devanagari) distance_to_label() (in module stable_datasets.images.kitti_distance) DOMAINS (OfficeHome attribute) (PACS attribute) download() (cassava static method) (in module stable_datasets.utils) DownloadInfo (class in stable_datasets.schema) DSprites (class in stable_datasets.images.dsprites) DSpritesColor (class in stable_datasets.images.dsprites_color) DSpritesNoise (class in stable_datasets.images.dsprites_noise) DSpritesScream (class in stable_datasets.images.dsprites_scream) DTD (class in stable_datasets.images.dtd) dtype (VideoDecodeConfig attribute)

E

ElectricityHourly (class in stable_datasets.timeseries.electricity_hourly) EMNIST (class in stable_datasets.images.e_mnist) EMNISTConfig (class in stable_datasets.images.e_mnist) encode() (ClassLabel method) (FeatureType method) (Image method) (Sequence method) (Video method)

encode_example() (in module stable_datasets.cache) encode_mask() (in module stable_datasets.images.bsds500) (in module stable_datasets.images.weizmann_seg) Epilepsy (class in stable_datasets.timeseries.epilepsy) ETH80 (class in stable_datasets.images.eth80) EuroSAT (class in stable_datasets.images.eurosat) extension (VideoRef property) extract_train_class() (Places365Small static method)

F

FacePointing (class in stable_datasets.images.face_pointing) fallbacks (DownloadInfo attribute) FashionMNIST (class in stable_datasets.images.fashion_mnist) Features (class in stable_datasets.schema) features (DatasetInfo attribute) (StableDataset property) FeatureType (class in stable_datasets.features.base) FER2013 (class in stable_datasets.images.fer2013) FGVCAircraft (class in stable_datasets.images.fgvc_aircraft) filename (DownloadInfo attribute) filter() (StableDataset method) fingerprint_data() (Features method) (FeatureType method) (Video method) flatten_indices() (StableDataset method) Flowers102 (class in stable_datasets.images.flowers102) Flowers17 (class in stable_datasets.images.flowers17) FMD (class in stable_datasets.images.fmd) Food101 (class in stable_datasets.images.food101) format() (ClassLabel method) (FeatureType method) (Image method) (Value method) (Video method)

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) Freefield1010 (class in stable_datasets.timeseries.freefield1010) FreiburgGroceries (class in stable_datasets.images.freiburg_groceries) FREQ (ElectricityHourly attribute) Fruits360 (class in stable_datasets.images.fruits360) FSDKaggle2018 (class in stable_datasets.timeseries.fsd_kaggle_2018)

G

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

GroceryStore (class in stable_datasets.images.grocery_store) GrooveMIDI (class in stable_datasets.timeseries.groove_MIDI) GTSRB (class in stable_datasets.images.gtsrb) GTZAN (class in stable_datasets.timeseries.gtzan)

H

HandMovementDirection (class in stable_datasets.timeseries.hand_movement_direction) HASYv2 (class in stable_datasets.images.hasy_v2) HighGamma (class in stable_datasets.timeseries.high_gamma)

homepage (DatasetInfo attribute) (DatasetSource attribute) HorseOrHuman (class in stable_datasets.images.horse_or_human) HostUnreachableError

I

Image (class in stable_datasets.features.image) IMAGE_ARCHIVE (PlantVillage attribute) ImageNet100 (class in stable_datasets.images.imagenet_100) ImageNet1K (class in stable_datasets.images.imagenet_1k) ImageNetA (class in stable_datasets.images.imagenet_a) ImageNetR (class in stable_datasets.images.imagenet_r) ImageNetSketch (class in stable_datasets.images.imagenet_sketch) Imagenette (class in stable_datasets.images.imagenet_10) (class in stable_datasets.images.imagenette) ImageNetV2 (class in stable_datasets.images.imagenet_v2) ImageNetV2Config (class in stable_datasets.images.imagenet_v2) Imagewoof (class in stable_datasets.images.imagewoof) info (BaseDatasetBuilder property) (StableDataset property)

INSTANCE_IDS (ETH80 attribute) int2str() (ClassLabel method) IntelImageClassification (class in stable_datasets.images.intel_image_classification) is_file_backed (ArrowBackend property) (LanceBackend property) (LanceVideoFramesBackend property) (StorageBackend property) ISIC2016 (class in stable_datasets.images.isic2016) iter_batches() (ArrowBackend method) (LanceBackend method) (LanceVideoFramesBackend method) (StorageBackend method) iter_epoch() (StableDataset method)

J

JapaneseVowels (class in stable_datasets.timeseries.JapaneseVowels)

K

KannadaMNIST (class in stable_datasets.images.kannada_mnist) KatherColorectalHistology (class in stable_datasets.images.kather_colorectal_histology) KITTIDistance (class in stable_datasets.images.kitti_distance)

KMNIST (class in stable_datasets.images.k_mnist) KMNIST49 (class in stable_datasets.images.k_mnist49) KTHTIPS (class in stable_datasets.images.kth_tips)

L

LABEL_URLS (KMNIST49 attribute) LABELS (ETH80 attribute) (FreiburgGroceries attribute) (KTHTIPS attribute) LanceBackend (class in stable_datasets.backends.lance_rows) LanceCacheMeta (class in stable_datasets.cache) LanceVideoFramesBackend (class in stable_datasets.backends.lance_video_frames) layout (CacheOpenResult attribute) (VideoDecodeConfig attribute)

LC25000 (class in stable_datasets.images.lc25000) license (DatasetInfo attribute) (DatasetSource attribute) Linnaeus5 (class in stable_datasets.images.linnaeus5) LISTS_DOWNLOAD (StanfordDogs attribute) load() (cassava static method) load_from_tsfile_to_dataframe() (in module stable_datasets.utils)

M

make_sampler() (StableDataset method) Malaria (class in stable_datasets.images.malaria) map() (StableDataset method) media_type (VideoRef property) MedMNIST (class in stable_datasets.images.med_mnist) MedMNISTConfig (class in stable_datasets.images.med_mnist) metadata (CacheOpenResult attribute) MHEALTH (class in stable_datasets.timeseries.mhealth) MNIST (class in stable_datasets.images.mnist) MNISTC (class in stable_datasets.images.mnist_c) MNISTM (class in stable_datasets.images.mnist_m) mode (VideoRef property) 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.aiderv2 stable_datasets.images.arabic_characters stable_datasets.images.arabic_digits stable_datasets.images.awa2 stable_datasets.images.beans stable_datasets.images.bee_dataset stable_datasets.images.belgium_tsc stable_datasets.images.brain_tumor_mri stable_datasets.images.breakhis stable_datasets.images.bsds500 stable_datasets.images.caltech101 stable_datasets.images.caltech101_silhouettes stable_datasets.images.caltech256 stable_datasets.images.cars196 stable_datasets.images.cars3d stable_datasets.images.cassava stable_datasets.images.cct20 stable_datasets.images.celeb_a stable_datasets.images.cifar10 stable_datasets.images.cifar100 stable_datasets.images.cifar100_c stable_datasets.images.cifar100_n stable_datasets.images.cifar10_1 stable_datasets.images.cifar10_2 stable_datasets.images.cifar10_c stable_datasets.images.cifar10_n stable_datasets.images.cinic10 stable_datasets.images.clevrer stable_datasets.images.cmu_faces stable_datasets.images.coil100 stable_datasets.images.coil20 stable_datasets.images.country211 stable_datasets.images.cub200 stable_datasets.images.deep_weeds stable_datasets.images.defungi stable_datasets.images.devanagari 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.eth80 stable_datasets.images.eurosat stable_datasets.images.face_pointing stable_datasets.images.fashion_mnist stable_datasets.images.fer2013 stable_datasets.images.fgvc_aircraft stable_datasets.images.flowers102 stable_datasets.images.flowers17 stable_datasets.images.fmd stable_datasets.images.food101 stable_datasets.images.freiburg_groceries stable_datasets.images.fruits360 stable_datasets.images.galaxy10 stable_datasets.images.grocery_store stable_datasets.images.gtsrb stable_datasets.images.hasy_v2 stable_datasets.images.horse_or_human stable_datasets.images.imagenet_10 stable_datasets.images.imagenet_100 stable_datasets.images.imagenet_1k stable_datasets.images.imagenet_a stable_datasets.images.imagenet_r stable_datasets.images.imagenet_sketch stable_datasets.images.imagenet_v2 stable_datasets.images.imagenette stable_datasets.images.imagewoof stable_datasets.images.intel_image_classification stable_datasets.images.isic2016 stable_datasets.images.k_mnist stable_datasets.images.k_mnist49 stable_datasets.images.kannada_mnist stable_datasets.images.kather_colorectal_histology stable_datasets.images.kitti_distance stable_datasets.images.kth_tips stable_datasets.images.lc25000 stable_datasets.images.linnaeus5 stable_datasets.images.malaria stable_datasets.images.med_mnist stable_datasets.images.mnist stable_datasets.images.mnist_c stable_datasets.images.mnist_m stable_datasets.images.not_mnist stable_datasets.images.office_home stable_datasets.images.olivetti_faces stable_datasets.images.optdigits stable_datasets.images.oracle_mnist stable_datasets.images.oxford_iiit_pet stable_datasets.images.pacs stable_datasets.images.patch_camelyon stable_datasets.images.patternnet stable_datasets.images.places365_small stable_datasets.images.plant_village stable_datasets.images.plantdoc stable_datasets.images.rendered_sst2 stable_datasets.images.rock_paper_scissor stable_datasets.images.scene8 stable_datasets.images.semeion stable_datasets.images.shapes3d stable_datasets.images.small_norb stable_datasets.images.stanford40 stable_datasets.images.stanford_dogs stable_datasets.images.stl10 stable_datasets.images.sun397 stable_datasets.images.svhn stable_datasets.images.tf_flowers stable_datasets.images.tiny_imagenet stable_datasets.images.tiny_imagenet_c stable_datasets.images.usps stable_datasets.images.weizmann_seg stable_datasets.iterable stable_datasets.samplers stable_datasets.schema stable_datasets.splits stable_datasets.timeseries stable_datasets.timeseries.audiomnist stable_datasets.timeseries.basic_motions stable_datasets.timeseries.birdvox_dcase_20k stable_datasets.timeseries.brain_mnist stable_datasets.timeseries.CatsDogs stable_datasets.timeseries.daily_and_sports_activities stable_datasets.timeseries.dclde stable_datasets.timeseries.electricity_hourly stable_datasets.timeseries.epilepsy stable_datasets.timeseries.freefield1010 stable_datasets.timeseries.fsd_kaggle_2018 stable_datasets.timeseries.groove_MIDI stable_datasets.timeseries.gtzan stable_datasets.timeseries.hand_movement_direction stable_datasets.timeseries.high_gamma stable_datasets.timeseries.JapaneseVowels stable_datasets.timeseries.mhealth stable_datasets.timeseries.MosquitoSound stable_datasets.timeseries.natops stable_datasets.timeseries.Phoneme stable_datasets.timeseries.picidae stable_datasets.timeseries.racket_sports stable_datasets.timeseries.RightWhaleCalls stable_datasets.timeseries.robot_execution_failures stable_datasets.timeseries.seizures_neonatal stable_datasets.timeseries.sonycust stable_datasets.timeseries.speech_commands stable_datasets.timeseries.uber_tlc stable_datasets.timeseries.uci_har stable_datasets.timeseries.UrbanSound stable_datasets.timeseries.uwave_gesture_library stable_datasets.timeseries.vocalset stable_datasets.timeseries.VoiceGenderDetection stable_datasets.timeseries.warblr stable_datasets.utils stable_datasets.video stable_datasets.video.moving_mnist stable_datasets.video.something_something_v2

MosquitoSound (class in stable_datasets.timeseries.MosquitoSound) MovingMNIST (class in stable_datasets.video.moving_mnist)

N

name (BuilderConfig attribute) (SplitGenerator attribute) NATOPS (class in stable_datasets.timeseries.natops) NotMNIST (class in stable_datasets.images.not_mnist) NUM_CHANNELS (BasicMotions attribute) (Epilepsy attribute) (HandMovementDirection attribute) (NATOPS attribute) (RacketSports attribute) (UWaveGestureLibrary attribute) num_frames (VideoDecodeConfig attribute) num_rows (ArrowBackend property) (CacheOpenResult attribute) (LanceBackend property) (LanceCacheMeta attribute) (LanceVideoFramesBackend property) (ShardedCacheMeta attribute) (StableDataset property) (StorageBackend property)

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

O

OfficeHome (class in stable_datasets.images.office_home) OlivettiFaces (class in stable_datasets.images.olivetti_faces) open_cache() (in module stable_datasets.cache)

Optdigits (class in stable_datasets.images.optdigits) OracleMNIST (class in stable_datasets.images.oracle_mnist) output (VideoDecodeConfig attribute) OxfordIIITPet (class in stable_datasets.images.oxford_iiit_pet)

P

PACS (class in stable_datasets.images.pacs) pad (VideoDecodeConfig attribute) PatchCamelyon (class in stable_datasets.images.patch_camelyon) path (VideoRef property) PatternNet (class in stable_datasets.images.patternnet) Phoneme (class in stable_datasets.timeseries.Phoneme) Picidae (class in stable_datasets.timeseries.picidae)

Places365Small (class in stable_datasets.images.places365_small) PlantDoc (class in stable_datasets.images.plantdoc) PlantVillage (class in stable_datasets.images.plant_village) PREDICTION_LENGTH (ElectricityHourly attribute) prefer_batched_take (ArrowBackend attribute) (LanceBackend attribute) (LanceVideoFramesBackend attribute) PythonFormatter (class in stable_datasets.formatting)

R

RacketSports (class in stable_datasets.timeseries.racket_sports) 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)

rename_column() (StableDataset method) rename_columns() (StableDataset method) RenderedSST2 (class in stable_datasets.images.rendered_sst2) reset_worker_state() (in module stable_datasets.backends.lance_video_frames) resize (VideoDecodeConfig attribute) RobotExecutionFailures (class in stable_datasets.timeseries.robot_execution_failures) RockPaperScissor (class in stable_datasets.images.rock_paper_scissor)

S

SAMPLE_RATE (DailyAndSportsActivities attribute) (MHEALTH attribute) (UCIHAR attribute) sampling (VideoDecodeConfig attribute) scale (VideoDecodeConfig attribute) Scene8 (class in stable_datasets.images.scene8) schema (ArrowBackend property) (LanceBackend property) (LanceVideoFramesBackend property) (StorageBackend property) schema_fingerprint (LanceCacheMeta attribute) (ShardedCacheMeta attribute) SEASONALITY (ElectricityHourly attribute) seed (VideoDecodeConfig attribute) segment_filename() (LanceVideoFramesBackend method) segment_filenames (LanceVideoFramesBackend property) segment_info() (LanceVideoFramesBackend method) SeizuresNeonatal (class in stable_datasets.timeseries.seizures_neonatal) select() (StableDataset method) Semeion (class in stable_datasets.images.semeion) Sequence (class in stable_datasets.features.base) SEQUENCE_LENGTH (BasicMotions attribute) (DailyAndSportsActivities attribute) (Epilepsy attribute) (HandMovementDirection attribute) (JapaneseVowels attribute) (NATOPS attribute) (RacketSports attribute) (RobotExecutionFailures attribute) (UWaveGestureLibrary attribute) set_decode() (StableDataset method) set_epoch() (ShardShuffleSampler method) (StableIterableDataset method) set_video_decode() (StableDataset method) (StableDatasetDict method) SETTINGS (UberTLC attribute) Shapes3D (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) size (VideoRef property) slice() (ArrowBackend method) (LanceBackend method) (LanceVideoFramesBackend method) (StorageBackend method) SmallNORB (class in stable_datasets.images.small_norb) SomethingSomethingV2 (class in stable_datasets.video.something_something_v2) SONYCUST (class in stable_datasets.timeseries.sonycust) SOURCE (AIDERv2 attribute) (ArabicCharacters attribute) (ArabicDigits attribute) (AudioMNIST attribute) (AWA2 attribute) (BaseDatasetBuilder attribute) (BasicMotions attribute) (Beans attribute) (BeeDataset attribute) (BelgiumTSC attribute) (BirdVoxDCASE20k attribute) (BrainMNIST attribute) (BrainTumorMRI attribute) (BreakHis attribute) (BSDS500 attribute) (Caltech101 attribute) (Caltech101Silhouettes attribute) (Caltech256 attribute) (Cars196 attribute) (Cars3D attribute) (CatsDogs attribute) (CCT20 attribute) (CelebA attribute) (CIFAR10 attribute) (CIFAR100 attribute) (CIFAR100C attribute) (CIFAR100N attribute) (CIFAR10_1 attribute) (CIFAR10_2 attribute) (CIFAR10C attribute) (CIFAR10N attribute) (CINIC10 attribute) (CLEVRER attribute) (CMUFaces attribute) (COIL100 attribute) (COIL20 attribute) (Country211 attribute) (CUB200 attribute) (DailyAndSportsActivities attribute) (DCLDE attribute) (DeepWeeds attribute) (DeFungi attribute) (Devanagari attribute) (DSprites attribute) (DSpritesColor attribute) (DSpritesNoise attribute) (DSpritesScream attribute) (DTD attribute) (ElectricityHourly attribute) (EMNIST attribute) (Epilepsy attribute) (ETH80 attribute) (EuroSAT attribute) (FacePointing attribute) (FashionMNIST attribute) (FER2013 attribute) (FGVCAircraft attribute) (Flowers102 attribute) (Flowers17 attribute) (FMD attribute) (Food101 attribute) (Freefield1010 attribute) (FreiburgGroceries attribute) (Fruits360 attribute) (FSDKaggle2018 attribute) (Galaxy10Decal attribute) (GroceryStore attribute) (GrooveMIDI attribute) (GTSRB attribute) (GTZAN attribute) (HandMovementDirection attribute) (HASYv2 attribute) (HighGamma attribute) (HorseOrHuman attribute) (ImageNet100 attribute) (ImageNet1K attribute) (ImageNetA attribute) (ImageNetR attribute) (ImageNetSketch attribute) (Imagenette attribute), [1] (Imagewoof attribute) (IntelImageClassification attribute) (ISIC2016 attribute) (JapaneseVowels attribute) (KannadaMNIST attribute) (KatherColorectalHistology attribute) (KITTIDistance attribute) (KMNIST attribute) (KMNIST49 attribute) (KTHTIPS attribute) (LC25000 attribute) (Linnaeus5 attribute) (Malaria attribute) (MHEALTH attribute) (MNIST attribute) (MNISTC attribute) (MNISTM attribute) (MosquitoSound attribute) (MovingMNIST attribute) (NATOPS attribute) (NotMNIST attribute) (OfficeHome attribute) (OlivettiFaces attribute) (Optdigits attribute) (OracleMNIST attribute) (OxfordIIITPet attribute) (PACS attribute) (PatchCamelyon attribute) (PatternNet attribute) (Phoneme attribute) (Picidae attribute) (Places365Small attribute) (PlantDoc attribute) (PlantVillage attribute) (RacketSports attribute) (RenderedSST2 attribute) (RobotExecutionFailures attribute) (RockPaperScissor attribute) (Scene8 attribute) (SeizuresNeonatal attribute) (Semeion attribute) (Shapes3D attribute) (SmallNORB attribute) (SomethingSomethingV2 attribute) (SONYCUST attribute) (SpeechCommands attribute) (Stanford40 attribute) (StanfordDogs attribute) (STL10 attribute) (SUN397 attribute) (SVHN attribute) (TFFlowers attribute) (TinyImagenet attribute) (TinyImagenetC attribute) (UberTLC attribute) (UCIHAR attribute) (UrbanSound attribute) (USPS attribute) (UWaveGestureLibrary attribute) (VocalSet attribute) (VoiceGenderDetection attribute) (Warblr attribute) (WeizmannSegmentation attribute) SpeechCommands (class in stable_datasets.timeseries.speech_commands) Split (class in stable_datasets.splits) split_groups() (in module stable_datasets.images.lc25000) SPLIT_SEED (IntelImageClassification attribute) SPLIT_SLICES (ETH80 attribute) SPLIT_SUBJECTS (DailyAndSportsActivities attribute) SplitGenerator (class in stable_datasets.splits) SPLITS_REVISION (FreiburgGroceries attribute) SSv2 (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.aiderv2 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.bee_dataset module stable_datasets.images.belgium_tsc module stable_datasets.images.brain_tumor_mri module stable_datasets.images.breakhis module stable_datasets.images.bsds500 module stable_datasets.images.caltech101 module stable_datasets.images.caltech101_silhouettes module stable_datasets.images.caltech256 module stable_datasets.images.cars196 module stable_datasets.images.cars3d module stable_datasets.images.cassava module stable_datasets.images.cct20 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.cifar100_n module

stable_datasets.images.cifar10_1 module stable_datasets.images.cifar10_2 module stable_datasets.images.cifar10_c module stable_datasets.images.cifar10_n module stable_datasets.images.cinic10 module stable_datasets.images.clevrer module stable_datasets.images.cmu_faces module stable_datasets.images.coil100 module stable_datasets.images.coil20 module stable_datasets.images.country211 module stable_datasets.images.cub200 module stable_datasets.images.deep_weeds module stable_datasets.images.defungi module stable_datasets.images.devanagari 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.eth80 module stable_datasets.images.eurosat module stable_datasets.images.face_pointing module stable_datasets.images.fashion_mnist module stable_datasets.images.fer2013 module stable_datasets.images.fgvc_aircraft module stable_datasets.images.flowers102 module stable_datasets.images.flowers17 module stable_datasets.images.fmd module stable_datasets.images.food101 module stable_datasets.images.freiburg_groceries module stable_datasets.images.fruits360 module stable_datasets.images.galaxy10 module stable_datasets.images.grocery_store module stable_datasets.images.gtsrb module stable_datasets.images.hasy_v2 module stable_datasets.images.horse_or_human module stable_datasets.images.imagenet_10 module stable_datasets.images.imagenet_100 module stable_datasets.images.imagenet_1k module stable_datasets.images.imagenet_a module stable_datasets.images.imagenet_r module stable_datasets.images.imagenet_sketch module stable_datasets.images.imagenet_v2 module stable_datasets.images.imagenette module stable_datasets.images.imagewoof module stable_datasets.images.intel_image_classification module stable_datasets.images.isic2016 module stable_datasets.images.k_mnist module stable_datasets.images.k_mnist49 module stable_datasets.images.kannada_mnist module stable_datasets.images.kather_colorectal_histology module stable_datasets.images.kitti_distance module stable_datasets.images.kth_tips module stable_datasets.images.lc25000 module stable_datasets.images.linnaeus5 module stable_datasets.images.malaria module stable_datasets.images.med_mnist module stable_datasets.images.mnist module stable_datasets.images.mnist_c module stable_datasets.images.mnist_m module stable_datasets.images.not_mnist module stable_datasets.images.office_home module stable_datasets.images.olivetti_faces module stable_datasets.images.optdigits module stable_datasets.images.oracle_mnist module stable_datasets.images.oxford_iiit_pet module stable_datasets.images.pacs module stable_datasets.images.patch_camelyon module stable_datasets.images.patternnet module stable_datasets.images.places365_small module stable_datasets.images.plant_village module stable_datasets.images.plantdoc module stable_datasets.images.rendered_sst2 module stable_datasets.images.rock_paper_scissor module stable_datasets.images.scene8 module stable_datasets.images.semeion module stable_datasets.images.shapes3d module stable_datasets.images.small_norb module stable_datasets.images.stanford40 module stable_datasets.images.stanford_dogs module stable_datasets.images.stl10 module stable_datasets.images.sun397 module stable_datasets.images.svhn module stable_datasets.images.tf_flowers module stable_datasets.images.tiny_imagenet module stable_datasets.images.tiny_imagenet_c module stable_datasets.images.usps module stable_datasets.images.weizmann_seg 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.basic_motions module stable_datasets.timeseries.birdvox_dcase_20k module stable_datasets.timeseries.brain_mnist module stable_datasets.timeseries.CatsDogs module stable_datasets.timeseries.daily_and_sports_activities module stable_datasets.timeseries.dclde module stable_datasets.timeseries.electricity_hourly module stable_datasets.timeseries.epilepsy 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.hand_movement_direction module stable_datasets.timeseries.high_gamma module stable_datasets.timeseries.JapaneseVowels module stable_datasets.timeseries.mhealth module stable_datasets.timeseries.MosquitoSound module stable_datasets.timeseries.natops module stable_datasets.timeseries.Phoneme module stable_datasets.timeseries.picidae module stable_datasets.timeseries.racket_sports module stable_datasets.timeseries.RightWhaleCalls module stable_datasets.timeseries.robot_execution_failures module stable_datasets.timeseries.seizures_neonatal module stable_datasets.timeseries.sonycust module stable_datasets.timeseries.speech_commands module stable_datasets.timeseries.uber_tlc module stable_datasets.timeseries.uci_har module stable_datasets.timeseries.UrbanSound module stable_datasets.timeseries.uwave_gesture_library 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.moving_mnist module stable_datasets.video.something_something_v2 module StableDataset (class in stable_datasets.dataset) StableDatasetDict (class in stable_datasets.dataset) StableIterableDataset (class in stable_datasets.iterable) Stanford40 (class in stable_datasets.images.stanford40) StanfordDogs (class in stable_datasets.images.stanford_dogs) STL10 (class in stable_datasets.images.stl10) STORAGE_FORMAT (BaseDatasetBuilder attribute) StorageBackend (class in stable_datasets.backends.protocol) str2int() (ClassLabel method) SUN397 (class in stable_datasets.images.sun397) supervised_keys (DatasetInfo attribute) SVHN (class in stable_datasets.images.svhn)

T

table (ArrowBackend property) (LanceBackend property) (LanceVideoFramesBackend property) (StableDataset property) (StorageBackend property) take() (ArrowBackend method) (LanceBackend method) (LanceVideoFramesBackend method) (StorageBackend method) TEST (Split attribute) TFFlowers (class in stable_datasets.images.tf_flowers)

TinyImagenet (class in stable_datasets.images.tiny_imagenet) TinyImagenetC (class in stable_datasets.images.tiny_imagenet_c) to_arrow_schema() (Features method) to_arrow_type() (ClassLabel method) (FeatureType method) (Image method) (Sequence method) (Value method) (Video method) TorchFormatter (class in stable_datasets.formatting) TRAIN (Split attribute) train_test_split() (StableDataset method)

U

UberTLC (class in stable_datasets.timeseries.uber_tlc) UCIHAR (class in stable_datasets.timeseries.uci_har) UrbanSound (class in stable_datasets.timeseries.UrbanSound)

url (DownloadInfo attribute) USPS (class in stable_datasets.images.usps) UWaveGestureLibrary (class in stable_datasets.timeseries.uwave_gesture_library)

V

validate_sharded_cache() (in module stable_datasets.cache) VALIDATION (Split attribute) VALIDATION_FRACTION (IntelImageClassification attribute) Value (class in stable_datasets.features.base) VERSION (AIDERv2 attribute) (ArabicCharacters attribute) (ArabicDigits attribute) (AudioMNIST attribute) (AWA2 attribute) (BaseDatasetBuilder attribute) (BasicMotions attribute) (Beans attribute) (BeeDataset attribute) (BelgiumTSC attribute) (BirdVoxDCASE20k attribute) (BrainMNIST attribute) (BrainTumorMRI attribute) (BreakHis attribute) (BSDS500 attribute) version (BuilderConfig attribute) VERSION (Caltech101 attribute) (Caltech101Silhouettes attribute) (Caltech256 attribute) (Cars196 attribute) (Cars3D attribute) (CatsDogs attribute) (CCT20 attribute) (CelebA attribute) (CIFAR10 attribute) (CIFAR100 attribute) (CIFAR100C attribute) (CIFAR100N attribute) (CIFAR10_1 attribute) (CIFAR10_2 attribute) (CIFAR10C attribute) (CIFAR10N attribute) (CINIC10 attribute) Version (class in stable_datasets.schema) VERSION (CLEVRER attribute) (CMUFaces attribute) (COIL100 attribute) (COIL20 attribute) (Country211 attribute) (CUB200 attribute) (DailyAndSportsActivities attribute) (DCLDE attribute) (DeepWeeds attribute) (DeFungi attribute) (Devanagari attribute) (DSprites attribute) (DSpritesColor attribute) (DSpritesNoise attribute) (DSpritesScream attribute) (DTD attribute) (ElectricityHourly attribute) (EMNIST attribute) (Epilepsy attribute) (ETH80 attribute) (EuroSAT attribute) (FacePointing attribute) (FashionMNIST attribute) (FER2013 attribute) (FGVCAircraft attribute) (Flowers102 attribute) (Flowers17 attribute) (FMD attribute) (Food101 attribute) (Freefield1010 attribute) (FreiburgGroceries attribute) (Fruits360 attribute) (FSDKaggle2018 attribute) (Galaxy10Decal attribute) (GroceryStore attribute) (GrooveMIDI attribute) (GTSRB attribute) (GTZAN attribute) (HandMovementDirection attribute) (HASYv2 attribute) (HighGamma attribute) (HorseOrHuman attribute) (ImageNet100 attribute) (ImageNet1K attribute) (ImageNetA attribute) (ImageNetR attribute) (ImageNetSketch attribute) (Imagenette attribute), [1] (ImageNetV2 attribute) (Imagewoof attribute) (IntelImageClassification attribute) (ISIC2016 attribute) (JapaneseVowels attribute) (KannadaMNIST attribute) (KatherColorectalHistology attribute) (KITTIDistance attribute) (KMNIST attribute) (KMNIST49 attribute) (KTHTIPS attribute) (LC25000 attribute) (Linnaeus5 attribute) (Malaria attribute) (MedMNIST attribute) (MHEALTH attribute) (MNIST attribute) (MNISTC attribute) (MNISTM attribute) (MosquitoSound attribute) (MovingMNIST attribute) (NATOPS attribute) (NotMNIST attribute) (OfficeHome attribute) (OlivettiFaces attribute) (Optdigits attribute) (OracleMNIST attribute) (OxfordIIITPet attribute) (PACS attribute) (PatchCamelyon attribute) (PatternNet attribute) (Phoneme attribute) (Picidae attribute) (Places365Small attribute) (PlantDoc attribute) (PlantVillage attribute) (RacketSports attribute) (RenderedSST2 attribute) (RobotExecutionFailures attribute) (RockPaperScissor attribute) (Scene8 attribute) (SeizuresNeonatal attribute) (Semeion attribute) (Shapes3D attribute) (SmallNORB attribute) (SomethingSomethingV2 attribute) (SONYCUST attribute) (SpeechCommands attribute) (Stanford40 attribute) (StanfordDogs attribute) (STL10 attribute) (SUN397 attribute) (SVHN attribute) (TFFlowers attribute) (TinyImagenet attribute) (TinyImagenetC attribute) (UberTLC attribute) (UCIHAR attribute) (UrbanSound attribute) (USPS attribute) (UWaveGestureLibrary attribute) (VocalSet attribute) (VoiceGenderDetection attribute) (Warblr attribute) (WeizmannSegmentation attribute)

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

W

Warblr (class in stable_datasets.timeseries.warblr) WeizmannSegmentation (class in stable_datasets.images.weizmann_seg) with_format() (StableDataset method) with_transform() (StableDataset method)

worker_init() (LanceVideoFramesBackend static method) 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)