Usage
See our getting-started guide for a quick introduction.
for ex in tfds.load('cifar10', split='train'):
...
All Datasets
Audio
accentdb
common_voice
crema_d
dementiabank
fuss
groove
gtzan
gtzan_music_speech
librispeech
libritts
ljspeech
nsynth
savee
speech_commands
spoken_digit
tedlium
vctk
voxceleb
voxforge
xtreme_s
yes_no
D4rl
d4rl_adroit_door
d4rl_adroit_hammer
d4rl_adroit_pen
d4rl_adroit_relocate
d4rl_antmaze
d4rl_mujoco_ant
d4rl_mujoco_halfcheetah
d4rl_mujoco_hopper
d4rl_mujoco_walker2d
Graphs
Image
abstract_reasoning
aflw2k3d
arc
bccd
binarized_mnist
celeb_a
celeb_a_hq
cityscapes
clevr
clic
coil100
div2k
downsampled_imagenet
dsprites
duke_ultrasound
flic
lost_and_found
lsun
nyu_depth_v2
pass
s3o4d
scene_parse150
shapes3d
symmetric_solids
the300w_lp
Image classification
beans
bee_dataset
bigearthnet
binary_alpha_digits
caltech101
caltech_birds2010
caltech_birds2011
cars196
cassava
cats_vs_dogs
chexpert
cifar10
cifar100
cifar10_1
cifar10_corrupted
citrus_leaves
cmaterdb
colorectal_histology
colorectal_histology_large
controlled_noisy_web_labels
curated_breast_imaging_ddsm
cycle_gan
deep_weeds
diabetic_retinopathy_detection
dmlab
domainnet
dtd
emnist
eurosat
fashion_mnist
food101
geirhos_conflict_stimuli
horses_or_humans
i_naturalist2017
i_naturalist2018
imagenet2012
imagenet2012_corrupted
imagenet2012_fewshot
imagenet2012_multilabel
imagenet2012_real
imagenet2012_subset
imagenet_a
imagenet_lt
imagenet_r
imagenet_resized
imagenet_sketch
imagenet_v2
imagenette
imagewang
kmnist
lfw
malaria
mnist
mnist_corrupted
omniglot
oxford_flowers102
oxford_iiit_pet
patch_camelyon
pet_finder
places365_small
plant_leaves
plant_village
plantae_k
quickdraw_bitmap
resisc45
rock_paper_scissors
siscore
smallnorb
so2sat
stanford_dogs
stanford_online_products
stl10
sun397
svhn_cropped
tf_flowers
uc_merced
visual_domain_decathlon
Nearest neighbors
Object detection
coco
coco_captions
kitti
lvis
open_images_challenge2019_detection
open_images_v4
voc
waymo_open_dataset
wider_face
Question answering
ai2_arc
ai2_arc_with_ir
answer_equivalence
asqa
coqa
cosmos_qa
mctaco
mlqa
natural_questions
natural_questions_open
qasc
squad
trivia_qa
tydi_qa
web_questions
xquad
Ranking
Recommendation
Rl unplugged
rlu_atari
rlu_atari_checkpoints
rlu_atari_checkpoints_ordered
rlu_control_suite
rlu_dmlab_explore_object_rewards_few
rlu_dmlab_explore_object_rewards_many
rlu_dmlab_rooms_select_nonmatching_object
rlu_dmlab_rooms_watermaze
rlu_dmlab_seekavoid_arena01
rlu_locomotion
rlu_rwrl
Rlds
Robomimic
Robotics
Structured
amazon_us_reviews
ble_wind_field
cherry_blossoms
covid19
cs_restaurants
dart
diamonds
e2e_cleaned
efron_morris75
forest_fires
genomics_ood
german_credit_numeric
higgs
howell
iris
kddcup99
movie_lens
movielens
penguins
protein_net
radon
rock_you
titanic
web_graph
web_nlg
wiki_bio
wiki_table_questions
wiki_table_text
wine_quality
Summarization
aeslc
big_patent
billsum
booksum
cnn_dailymail
covid19sum
gigaword
gov_report
media_sum
multi_news
newsroom
opinion_abstracts
opinosis
reddit
reddit_tifu
samsum
scientific_papers
summscreen
wikihow
xsum
Text
ag_news_subset
anli
assin2
beir
blimp
bool_q
c4
cfq
civil_comments
clinc_oos
cos_e
definite_pronoun_resolution
doc_nli
dolphin_number_word
drop
eraser_multi_rc
esnli
gap
gem
glue
goemotions
gpt3
gsm8k
hellaswag
imdb_reviews
irc_disentanglement
lambada
librispeech_lm
lm1b
math_dataset
math_qa
movie_rationales
mrqa
multi_nli
multi_nli_mismatch
openbookqa
paws_wiki
paws_x_wiki
pg19
piqa
qa4mre
quac
quality
race
reddit_disentanglement
salient_span_wikipedia
scan
schema_guided_dialogue
sci_tail
scicite
scrolls
sentiment140
snli
squad_question_generation
star_cfq
story_cloze
super_glue
tiny_shakespeare
trec
unified_qa
wiki40b
wiki_dialog
wikiann
wikipedia
wikipedia_toxicity_subtypes
winogrande
wordnet
wsc273
xnli
xtreme_pawsx
xtreme_xnli
yelp_polarity_reviews
Text simplification
Time series
Translate
flores
opus
para_crawl
ted_hrlr_translate
ted_multi_translate
wmt13_translate
wmt14_translate
wmt15_translate
wmt16_translate
wmt17_translate
wmt18_translate
wmt19_translate
wmt_t2t_translate