stable_datasets

• stable_datasets package
  • Subpackages
    • stable_datasets.backends package
      • Submodules
      • stable_datasets.backends.arrow_shards module
      • stable_datasets.backends.lance_rows module
      • stable_datasets.backends.lance_video_frames module
      • stable_datasets.backends.protocol module
      • Module contents
    • stable_datasets.features package
      • Submodules
      • stable_datasets.features.array module
      • stable_datasets.features.base module
      • stable_datasets.features.image module
      • stable_datasets.features.video module
      • Module contents
    • stable_datasets.images package
      • Submodules
      • 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
      • Module contents
    • stable_datasets.timeseries package
      • Submodules
      • stable_datasets.timeseries.CatsDogs module
      • stable_datasets.timeseries.JapaneseVowels module
      • stable_datasets.timeseries.MosquitoSound module
      • stable_datasets.timeseries.Phoneme module
      • stable_datasets.timeseries.RightWhaleCalls module
      • stable_datasets.timeseries.UrbanSound module
      • stable_datasets.timeseries.VoiceGenderDetection 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.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.mhealth module
      • stable_datasets.timeseries.natops module
      • stable_datasets.timeseries.picidae module
      • stable_datasets.timeseries.racket_sports 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.uwave_gesture_library module
      • stable_datasets.timeseries.vocalset module
      • stable_datasets.timeseries.warblr module
      • Module contents
    • stable_datasets.video package
      • Submodules
      • stable_datasets.video.moving_mnist module
      • stable_datasets.video.something_something_v2 module
      • Module contents
  • Submodules
  • stable_datasets.cache module
    • CacheOpenResult
      • CacheOpenResult.backend
      • CacheOpenResult.layout
      • CacheOpenResult.metadata
      • CacheOpenResult.num_rows
    • LanceCacheMeta
      • LanceCacheMeta.cache_dir
      • LanceCacheMeta.num_rows
      • LanceCacheMeta.schema_fingerprint
    • ShardedCacheMeta
      • ShardedCacheMeta.cache_dir
      • ShardedCacheMeta.compression
      • ShardedCacheMeta.num_rows
      • ShardedCacheMeta.num_shards
      • ShardedCacheMeta.schema_fingerprint
      • ShardedCacheMeta.shard_filenames
      • ShardedCacheMeta.shard_paths
      • ShardedCacheMeta.shard_row_counts
    • cache_fingerprint()
    • detect_cache_format()
    • detect_cache_layout()
    • encode_example()
    • open_cache()
    • read_lance_cache_meta()
    • read_shard()
    • read_sharded_cache_meta()
    • validate_sharded_cache()
    • write_lance_cache()
    • write_lance_video_frames_cache()
    • write_sharded_arrow_cache()
  • stable_datasets.dataset module
    • StableDataset
      • StableDataset.add_column()
      • StableDataset.as_iterable()
      • StableDataset.column_names
      • StableDataset.features
      • StableDataset.filter()
      • StableDataset.flatten_indices()
      • StableDataset.info
      • StableDataset.iter_epoch()
      • StableDataset.make_sampler()
      • StableDataset.map()
      • StableDataset.num_rows
      • StableDataset.remove_columns()
      • StableDataset.rename_column()
      • StableDataset.rename_columns()
      • StableDataset.select()
      • StableDataset.set_decode()
      • StableDataset.set_video_decode()
      • StableDataset.shuffle()
      • StableDataset.table
      • StableDataset.train_test_split()
      • StableDataset.with_format()
      • StableDataset.with_transform()
    • StableDatasetDict
      • StableDatasetDict.set_video_decode()
  • stable_datasets.formatting module
    • Formatter
      • Formatter.format_batch()
      • Formatter.format_row()
      • Formatter.format_type
    • NumpyFormatter
      • NumpyFormatter.format_type
    • PythonFormatter
      • PythonFormatter.format_type
    • RawFormatter
      • RawFormatter.format_batch()
      • RawFormatter.format_row()
      • RawFormatter.format_type
    • TorchFormatter
      • TorchFormatter.format_type
    • get_formatter()
  • stable_datasets.iterable module
    • StableIterableDataset
      • StableIterableDataset.set_epoch()
  • stable_datasets.samplers module
    • ShardShuffleSampler
      • ShardShuffleSampler.set_epoch()
  • stable_datasets.schema module
    • BuilderConfig
      • BuilderConfig.description
      • BuilderConfig.name
      • BuilderConfig.version
    • DatasetInfo
      • DatasetInfo.citation
      • DatasetInfo.config_name
      • DatasetInfo.description
      • DatasetInfo.features
      • DatasetInfo.homepage
      • DatasetInfo.license
      • DatasetInfo.supervised_keys
    • DatasetSource
      • DatasetSource.assets
      • DatasetSource.checksums
      • DatasetSource.citation
      • DatasetSource.get()
      • DatasetSource.homepage
      • DatasetSource.license
    • DownloadInfo
      • DownloadInfo.all_urls()
      • DownloadInfo.checksum
      • DownloadInfo.fallbacks
      • DownloadInfo.filename
      • DownloadInfo.url
    • Features
      • Features.fingerprint_data()
      • Features.to_arrow_schema()
    • Version
    • VideoDecodeConfig
      • VideoDecodeConfig.column
      • VideoDecodeConfig.crop
      • VideoDecodeConfig.decode_fn
      • VideoDecodeConfig.decode_fn_batched
      • VideoDecodeConfig.decoder
      • VideoDecodeConfig.dtype
      • VideoDecodeConfig.frame_stride
      • VideoDecodeConfig.layout
      • VideoDecodeConfig.num_frames
      • VideoDecodeConfig.output
      • VideoDecodeConfig.pad
      • VideoDecodeConfig.resize
      • VideoDecodeConfig.sampling
      • VideoDecodeConfig.scale
      • VideoDecodeConfig.seed
    • VideoDecodeFn
    • VideoDecodeFnBatched
    • collect_dataset_citations()
  • stable_datasets.splits module
    • Split
      • Split.TEST
      • Split.TRAIN
      • Split.VALIDATION
    • SplitGenerator
      • SplitGenerator.gen_kwargs
      • SplitGenerator.name
  • stable_datasets.utils module
    • BaseDatasetBuilder
      • BaseDatasetBuilder.BUILDER_CONFIGS
      • BaseDatasetBuilder.DEFAULT_CONFIG_NAME
      • BaseDatasetBuilder.SOURCE
      • BaseDatasetBuilder.STORAGE_FORMAT
      • BaseDatasetBuilder.VERSION
      • BaseDatasetBuilder.__init__()
      • BaseDatasetBuilder.info
    • HostUnreachableError
    • bulk_download()
    • download()
    • load_from_tsfile_to_dataframe()
  • Module contents