Path Lines of Code setup.py 171 tensorflow_datasets/__init__.py 24 tensorflow_datasets/audio/__init__.py 21 tensorflow_datasets/audio/accentdb.py 48 tensorflow_datasets/audio/commonvoice.py 114 tensorflow_datasets/audio/crema_d.py 102 tensorflow_datasets/audio/dementiabank.py 93 tensorflow_datasets/audio/fuss.py 123 tensorflow_datasets/audio/groove.py 169 tensorflow_datasets/audio/gtzan/__init__.py 1 tensorflow_datasets/audio/gtzan/dummy_data_generation.py 34 tensorflow_datasets/audio/gtzan/gtzan.py 45 tensorflow_datasets/audio/gtzan_music_speech/__init__.py 1 tensorflow_datasets/audio/gtzan_music_speech/dummy_data_generation.py 28 tensorflow_datasets/audio/gtzan_music_speech/gtzan_music_speech.py 47 tensorflow_datasets/audio/librispeech.py 87 tensorflow_datasets/audio/libritts.py 99 tensorflow_datasets/audio/ljspeech.py 47 tensorflow_datasets/audio/nsynth.py 247 tensorflow_datasets/audio/savee.py 101 tensorflow_datasets/audio/speech_commands.py 110 tensorflow_datasets/audio/spoken_digit/__init__.py 1 tensorflow_datasets/audio/spoken_digit/dummy_data_generation.py 39 tensorflow_datasets/audio/spoken_digit/spoken_digit.py 43 tensorflow_datasets/audio/tedlium.py 145 tensorflow_datasets/audio/vctk.py 111 tensorflow_datasets/audio/voxceleb.py 76 tensorflow_datasets/audio/voxforge.py 139 tensorflow_datasets/audio/yesno/__init__.py 1 tensorflow_datasets/audio/yesno/dummy_data_generation.py 37 tensorflow_datasets/audio/yesno/yesno.py 46 tensorflow_datasets/community-datasets.toml 4 tensorflow_datasets/conftest.py 43 tensorflow_datasets/core/__init__.py 64 tensorflow_datasets/core/as_dataframe.py 104 tensorflow_datasets/core/beam_utils.py 38 tensorflow_datasets/core/community/__init__.py 10 tensorflow_datasets/core/community/cache.py 23 tensorflow_datasets/core/community/dataset_sources.py 36 tensorflow_datasets/core/community/huggingface_wrapper.py 162 tensorflow_datasets/core/community/load.py 22 tensorflow_datasets/core/community/register_base.py 21 tensorflow_datasets/core/community/register_package.py 181 tensorflow_datasets/core/community/register_path.py 110 tensorflow_datasets/core/constants.py 5 tensorflow_datasets/core/dataset_builder.py 633 tensorflow_datasets/core/dataset_info.py 533 tensorflow_datasets/core/dataset_utils.py 102 tensorflow_datasets/core/decode/__init__.py 10 tensorflow_datasets/core/decode/base.py 53 tensorflow_datasets/core/decode/partial_decode.py 118 tensorflow_datasets/core/deprecated/__init__.py 6 tensorflow_datasets/core/deprecated/text/__init__.py 14 tensorflow_datasets/core/deprecated/text/subword_text_encoder.py 280 tensorflow_datasets/core/deprecated/text/text_encoder.py 331 tensorflow_datasets/core/download/__init__.py 20 tensorflow_datasets/core/download/checksums.py 118 tensorflow_datasets/core/download/download_manager.py 397 tensorflow_datasets/core/download/downloader.py 169 tensorflow_datasets/core/download/extractor.py 154 tensorflow_datasets/core/download/kaggle.py 65 tensorflow_datasets/core/download/resource.py 173 tensorflow_datasets/core/download/util.py 9 tensorflow_datasets/core/example_parser.py 89 tensorflow_datasets/core/example_serializer.py 157 tensorflow_datasets/core/features/__init__.py 34 tensorflow_datasets/core/features/audio_feature.py 102 tensorflow_datasets/core/features/bounding_boxes.py 61 tensorflow_datasets/core/features/class_label_feature.py 121 tensorflow_datasets/core/features/dataset_feature.py 46 tensorflow_datasets/core/features/feature.py 302 tensorflow_datasets/core/features/features_dict.py 137 tensorflow_datasets/core/features/image_feature.py 266 tensorflow_datasets/core/features/labeled_image.py 73 tensorflow_datasets/core/features/sequence_feature.py 126 tensorflow_datasets/core/features/tensor_feature.py 135 tensorflow_datasets/core/features/text_feature.py 129 tensorflow_datasets/core/features/top_level_feature.py 81 tensorflow_datasets/core/features/translation_feature.py 86 tensorflow_datasets/core/features/video_feature.py 103 tensorflow_datasets/core/file_adapters.py 100 tensorflow_datasets/core/folder_dataset/__init__.py 14 tensorflow_datasets/core/folder_dataset/compute_split_utils.py 181 tensorflow_datasets/core/folder_dataset/image_folder.py 128 tensorflow_datasets/core/folder_dataset/translate_folder.py 80 tensorflow_datasets/core/folder_dataset/write_metadata_utils.py 109 tensorflow_datasets/core/github_api/__init__.py 4 tensorflow_datasets/core/github_api/github_path.py 172 tensorflow_datasets/core/hashing.py 23 tensorflow_datasets/core/lazy_imports_lib.py 153 tensorflow_datasets/core/load.py 208 tensorflow_datasets/core/logging/__init__.py 39 tensorflow_datasets/core/logging/base_logger.py 19 tensorflow_datasets/core/logging/logging_logger.py 22 tensorflow_datasets/core/naming.py 282 tensorflow_datasets/core/proto/__init__.py 3 tensorflow_datasets/core/proto/dataset_info.proto 104 tensorflow_datasets/core/proto/feature.proto 93 tensorflow_datasets/core/read_only_builder.py 145 tensorflow_datasets/core/registered.py 63 tensorflow_datasets/core/shuffle.py 136 tensorflow_datasets/core/split_builder.py 221 tensorflow_datasets/core/splits.py 388 tensorflow_datasets/core/subsplits_utils.py 79 tensorflow_datasets/core/tf_compat.py 86 tensorflow_datasets/core/tfrecords_reader.py 235 tensorflow_datasets/core/tfrecords_writer.py 315 tensorflow_datasets/core/units.py 25 tensorflow_datasets/core/utils/__init__.py 15 tensorflow_datasets/core/utils/benchmark.py 83 tensorflow_datasets/core/utils/docs.py 15 tensorflow_datasets/core/utils/file_utils.py 31 tensorflow_datasets/core/utils/gcs_utils.py 64 tensorflow_datasets/core/utils/generic_path.py 50 tensorflow_datasets/core/utils/gpath.py 120 tensorflow_datasets/core/utils/image_utils.py 86 tensorflow_datasets/core/utils/py_utils.py 299 tensorflow_datasets/core/utils/read_config.py 27 tensorflow_datasets/core/utils/resource_utils.py 47 tensorflow_datasets/core/utils/shard_utils.py 37 tensorflow_datasets/core/utils/tf_utils.py 130 tensorflow_datasets/core/utils/tqdm_utils.py 70 tensorflow_datasets/core/utils/tree_utils.py 27 tensorflow_datasets/core/utils/type_utils.py 169 tensorflow_datasets/core/utils/version.py 102 tensorflow_datasets/core/visibility.py 35 tensorflow_datasets/core/visualization/__init__.py 14 tensorflow_datasets/core/visualization/graph_visualizer.py 88 tensorflow_datasets/core/visualization/image_visualizer.py 73 tensorflow_datasets/core/visualization/show_examples.py 41 tensorflow_datasets/core/visualization/visualizer.py 14 tensorflow_datasets/d4rl/__init__.py 9 tensorflow_datasets/d4rl/d4rl_adroit_door/__init__.py 1 tensorflow_datasets/d4rl/d4rl_adroit_door/d4rl_adroit_door.py 14 tensorflow_datasets/d4rl/d4rl_adroit_hammer/__init__.py 1 tensorflow_datasets/d4rl/d4rl_adroit_hammer/d4rl_adroit_hammer.py 14 tensorflow_datasets/d4rl/d4rl_adroit_pen/__init__.py 1 tensorflow_datasets/d4rl/d4rl_adroit_pen/d4rl_adroit_pen.py 30 tensorflow_datasets/d4rl/d4rl_adroit_relocate/__init__.py 1 tensorflow_datasets/d4rl/d4rl_adroit_relocate/d4rl_adroit_relocate.py 14 tensorflow_datasets/d4rl/d4rl_antmaze/__init__.py 1 tensorflow_datasets/d4rl/d4rl_antmaze/d4rl_antmaze.py 77 tensorflow_datasets/d4rl/d4rl_mujoco_ant/__init__.py 1 tensorflow_datasets/d4rl/d4rl_mujoco_ant/d4rl_mujoco_ant.py 18 tensorflow_datasets/d4rl/d4rl_mujoco_halfcheetah/__init__.py 1 tensorflow_datasets/d4rl/d4rl_mujoco_halfcheetah/d4rl_mujoco_halfcheetah.py 19 tensorflow_datasets/d4rl/d4rl_mujoco_hopper/__init__.py 1 tensorflow_datasets/d4rl/d4rl_mujoco_hopper/d4rl_mujoco_hopper.py 14 tensorflow_datasets/d4rl/d4rl_mujoco_walker2d/__init__.py 1 tensorflow_datasets/d4rl/d4rl_mujoco_walker2d/d4rl_mujoco_walker2d.py 14 tensorflow_datasets/d4rl/dataset_builder.py 419 tensorflow_datasets/d4rl/dataset_utils.py 118 tensorflow_datasets/graphs/__init__.py 2 tensorflow_datasets/graphs/cardiotox/__init__.py 1 tensorflow_datasets/graphs/cardiotox/cardiotox.py 84 tensorflow_datasets/graphs/ogbg_molpcba/__init__.py 1 tensorflow_datasets/graphs/ogbg_molpcba/dummy_data_generation.py 110 tensorflow_datasets/graphs/ogbg_molpcba/ogbg_molpcba.py 136 tensorflow_datasets/image/__init__.py 87 tensorflow_datasets/image/abstract_reasoning.py 148 tensorflow_datasets/image/aflw2k3d.py 50 tensorflow_datasets/image/arc.py 84 tensorflow_datasets/image/bccd/__init__.py 1 tensorflow_datasets/image/bccd/bccd.py 119 tensorflow_datasets/image/bccd/dummy_data_generation.py 98 tensorflow_datasets/image/binarized_mnist.py 51 tensorflow_datasets/image/celeba.py 114 tensorflow_datasets/image/celebahq.py 69 tensorflow_datasets/image/cityscapes.py 190 tensorflow_datasets/image/clevr.py 118 tensorflow_datasets/image/clic.py 57 tensorflow_datasets/image/coil100.py 48 tensorflow_datasets/image/div2k.py 100 tensorflow_datasets/image/downsampled_imagenet.py 61 tensorflow_datasets/image/dsprites.py 67 tensorflow_datasets/image/duke_ultrasound.py 110 tensorflow_datasets/image/flic.py 106 tensorflow_datasets/image/lost_and_found.py 155 tensorflow_datasets/image/lsun.py 113 tensorflow_datasets/image/nyu_depth_v2.py 46 tensorflow_datasets/image/pass_dataset/__init__.py 1 tensorflow_datasets/image/pass_dataset/pass_dataset.py 82 tensorflow_datasets/image/s3o4d/__init__.py 1 tensorflow_datasets/image/s3o4d/s3o4d.py 58 tensorflow_datasets/image/scene_parse_150.py 61 tensorflow_datasets/image/shapes3d.py 86 tensorflow_datasets/image/symmetric_solids/__init__.py 1 tensorflow_datasets/image/symmetric_solids/symmetric_solids.py 68 tensorflow_datasets/image/the300w_lp.py 90 tensorflow_datasets/image_classification/__init__.py 74 tensorflow_datasets/image_classification/beans.py 51 tensorflow_datasets/image_classification/bee_dataset/__init__.py 1 tensorflow_datasets/image_classification/bee_dataset/bee_dataset.py 78 tensorflow_datasets/image_classification/bigearthnet.py 170 tensorflow_datasets/image_classification/binary_alpha_digits.py 45 tensorflow_datasets/image_classification/caltech.py 70 tensorflow_datasets/image_classification/caltech_birds.py 212 tensorflow_datasets/image_classification/cars196.py 312 tensorflow_datasets/image_classification/cassava.py 51 tensorflow_datasets/image_classification/cats_vs_dogs.py 59 tensorflow_datasets/image_classification/cbis_ddsm.py 567 tensorflow_datasets/image_classification/chexpert.py 77 tensorflow_datasets/image_classification/cifar.py 134 tensorflow_datasets/image_classification/cifar10_1.py 75 tensorflow_datasets/image_classification/cifar10_corrupted.py 115 tensorflow_datasets/image_classification/citrus.py 44 tensorflow_datasets/image_classification/cmaterdb.py 68 tensorflow_datasets/image_classification/colorectal_histology.py 97 tensorflow_datasets/image_classification/corruptions.py 350 tensorflow_datasets/image_classification/cycle_gan.py 79 tensorflow_datasets/image_classification/deep_weeds.py 55 tensorflow_datasets/image_classification/diabetic_retinopathy_detection.py 187 tensorflow_datasets/image_classification/dmlab.py 79 tensorflow_datasets/image_classification/domainnet/__init__.py 1 tensorflow_datasets/image_classification/domainnet/domainnet.py 121 tensorflow_datasets/image_classification/dtd.py 48 tensorflow_datasets/image_classification/eurosat.py 95 tensorflow_datasets/image_classification/flowers.py 35 tensorflow_datasets/image_classification/food101.py 67 tensorflow_datasets/image_classification/geirhos_conflict_stimuli.py 80 tensorflow_datasets/image_classification/horses_or_humans.py 45 tensorflow_datasets/image_classification/i_naturalist2018/__init__.py 1 tensorflow_datasets/image_classification/i_naturalist2018/i_naturalist2018.py 109 tensorflow_datasets/image_classification/imagenet.py 176 tensorflow_datasets/image_classification/imagenet2012_corrupted.py 147 tensorflow_datasets/image_classification/imagenet2012_multilabel/__init__.py 1 tensorflow_datasets/image_classification/imagenet2012_multilabel/imagenet2012_multilabel.py 107 tensorflow_datasets/image_classification/imagenet2012_real.py 76 tensorflow_datasets/image_classification/imagenet2012_subset.py 83 tensorflow_datasets/image_classification/imagenet_a.py 45 tensorflow_datasets/image_classification/imagenet_lt/__init__.py 1 tensorflow_datasets/image_classification/imagenet_lt/imagenet_lt.py 84 tensorflow_datasets/image_classification/imagenet_r.py 52 tensorflow_datasets/image_classification/imagenet_resized.py 92 tensorflow_datasets/image_classification/imagenet_sketch/__init__.py 1 tensorflow_datasets/image_classification/imagenet_sketch/imagenet_sketch.py 39 tensorflow_datasets/image_classification/imagenet_v2.py 28 tensorflow_datasets/image_classification/imagenette.py 69 tensorflow_datasets/image_classification/imagewang.py 73 tensorflow_datasets/image_classification/inaturalist.py 104 tensorflow_datasets/image_classification/lfw.py 49 tensorflow_datasets/image_classification/malaria.py 44 tensorflow_datasets/image_classification/mnist.py 241 tensorflow_datasets/image_classification/mnist_corrupted.py 97 tensorflow_datasets/image_classification/omniglot.py 103 tensorflow_datasets/image_classification/oxford_flowers102.py 83 tensorflow_datasets/image_classification/oxford_iiit_pet.py 85 tensorflow_datasets/image_classification/patch_camelyon.py 56 tensorflow_datasets/image_classification/pet_finder.py 83 tensorflow_datasets/image_classification/places365_small.py 96 tensorflow_datasets/image_classification/plant_leaves.py 83 tensorflow_datasets/image_classification/plant_village.py 81 tensorflow_datasets/image_classification/plantae_k.py 78 tensorflow_datasets/image_classification/quickdraw.py 53 tensorflow_datasets/image_classification/resisc45.py 55 tensorflow_datasets/image_classification/rock_paper_scissors.py 52 tensorflow_datasets/image_classification/siscore/__init__.py 1 tensorflow_datasets/image_classification/siscore/siscore.py 61 tensorflow_datasets/image_classification/siscore/siscore_labels.py 1192 tensorflow_datasets/image_classification/smallnorb.py 120 tensorflow_datasets/image_classification/so2sat.py 109 tensorflow_datasets/image_classification/stanford_dogs.py 111 tensorflow_datasets/image_classification/stanford_online_products.py 48 tensorflow_datasets/image_classification/stl10.py 65 tensorflow_datasets/image_classification/sun.py 213 tensorflow_datasets/image_classification/svhn.py 73 tensorflow_datasets/image_classification/uc_merced.py 73 tensorflow_datasets/image_classification/visual_domain_decathlon.py 139 tensorflow_datasets/object_detection/__init__.py 9 tensorflow_datasets/object_detection/coco.py 274 tensorflow_datasets/object_detection/coco_captions.py 82 tensorflow_datasets/object_detection/kitti.py 201 tensorflow_datasets/object_detection/lvis/__init__.py 1 tensorflow_datasets/object_detection/lvis/lvis.py 174 tensorflow_datasets/object_detection/open_images.py 281 tensorflow_datasets/object_detection/open_images_challenge2019.py 130 tensorflow_datasets/object_detection/open_images_challenge2019_beam.py 132 tensorflow_datasets/object_detection/voc.py 183 tensorflow_datasets/object_detection/waymo_open_dataset.py 195 tensorflow_datasets/object_detection/wider_face.py 135 tensorflow_datasets/proto/__init__.py 4 tensorflow_datasets/proto/waymo_dataset.proto 346 tensorflow_datasets/public_api.py 68 tensorflow_datasets/question_answering/__init__.py 14 tensorflow_datasets/question_answering/ai2_arc.py 99 tensorflow_datasets/question_answering/ai2_arc_with_ir.py 105 tensorflow_datasets/question_answering/coqa/__init__.py 1 tensorflow_datasets/question_answering/coqa/coqa.py 67 tensorflow_datasets/question_answering/cosmos_qa.py 52 tensorflow_datasets/question_answering/mctaco.py 60 tensorflow_datasets/question_answering/mlqa.py 48 tensorflow_datasets/question_answering/natural_questions.py 99 tensorflow_datasets/question_answering/natural_questions_open.py 35 tensorflow_datasets/question_answering/qa_utils.py 49 tensorflow_datasets/question_answering/qasc/__init__.py 1 tensorflow_datasets/question_answering/qasc/dummy_data/QASC_Dataset/dev.jsonl 1 tensorflow_datasets/question_answering/qasc/dummy_data/QASC_Dataset/test.jsonl 1 tensorflow_datasets/question_answering/qasc/dummy_data/QASC_Dataset/train.jsonl 1 tensorflow_datasets/question_answering/qasc/qasc.py 83 tensorflow_datasets/question_answering/squad/__init__.py 1 tensorflow_datasets/question_answering/squad/squad.py 128 tensorflow_datasets/question_answering/trivia_qa.py 228 tensorflow_datasets/question_answering/tydi_qa.py 81 tensorflow_datasets/question_answering/web_questions.py 49 tensorflow_datasets/question_answering/xquad.py 68 tensorflow_datasets/ranking/__init__.py 2 tensorflow_datasets/ranking/istella/__init__.py 1 tensorflow_datasets/ranking/istella/istella.py 60 tensorflow_datasets/ranking/libsvm_ranking_parser.py 96 tensorflow_datasets/ranking/mslr_web/__init__.py 1 tensorflow_datasets/ranking/mslr_web/mslr_web.py 192 tensorflow_datasets/rl_unplugged/__init__.py 9 tensorflow_datasets/rl_unplugged/atari_utils.py 166 tensorflow_datasets/rl_unplugged/dmlab_dataset.py 97 tensorflow_datasets/rl_unplugged/rlu_atari/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_atari/rlu_atari.py 32 tensorflow_datasets/rl_unplugged/rlu_atari_checkpoints/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_atari_checkpoints/rlu_atari_checkpoints.py 42 tensorflow_datasets/rl_unplugged/rlu_atari_checkpoints_ordered/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_atari_checkpoints_ordered/rlu_atari_checkpoints_ordered.py 58 tensorflow_datasets/rl_unplugged/rlu_common.py 63 tensorflow_datasets/rl_unplugged/rlu_dmlab_explore_object_rewards_few/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_dmlab_explore_object_rewards_few/rlu_dmlab_explore_object_rewards_few.py 18 tensorflow_datasets/rl_unplugged/rlu_dmlab_explore_object_rewards_many/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_dmlab_explore_object_rewards_many/rlu_dmlab_explore_object_rewards_many.py 18 tensorflow_datasets/rl_unplugged/rlu_dmlab_rooms_select_nonmatching_object/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_dmlab_rooms_select_nonmatching_object/rlu_dmlab_rooms_select_nonmatching_object.py 18 tensorflow_datasets/rl_unplugged/rlu_dmlab_rooms_watermaze/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_dmlab_rooms_watermaze/rlu_dmlab_rooms_watermaze.py 18 tensorflow_datasets/rl_unplugged/rlu_dmlab_seekavoid_arena01/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_dmlab_seekavoid_arena01/rlu_dmlab_seekavoid_arena01.py 19 tensorflow_datasets/rl_unplugged/rlu_rwrl/__init__.py 1 tensorflow_datasets/rl_unplugged/rlu_rwrl/rlu_rwrl.py 289 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