Kullanım
Hızlı bir giriş için başlangıç kılavuzumuza bakın.
for ex in tfds.load('cifar10', split='train'):
  ...
Tüm Veri Kümeleri
 Dataset Collections
 3d
 Abstractive text summarization
 Age
 Anomaly detection
 Audio
-  
accentdb -  
common_voice -  
crema_d -  
dementiabank -  
fuss -  
groove -  
gtzan -  
gtzan_music_speech -  
librispeech -  
libritts -  
ljspeech -  
nsynth -  
savee -  
speech_commands -  
spoken_digit -  
tedlium -  
user_libri_audio -  
vctk -  
voxceleb -  
voxforge -  
xtreme_s -  
yes_no 
 Biology
 Categorical
Common sense reasoning
 Computer science
 Conditional image generation
Coreference resolution
 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 
 Density estimation
 Dependency parsing
 Dialog act labeling
 Dialogue
 Document summarization
 Facial attributes
Fine grained image classification
 Gender
 Graph
 Graphs
 Health
 Image
-  
abstract_reasoning -  
aflw2k3d -  
ai2dcaption -  
bccd -  
beans -  
bee_dataset -  
bigearthnet -  
binarized_mnist -  
binary_alpha_digits -  
caltech101 -  
celeb_a -  
celeb_a_hq -  
cityscapes -  
clevr -  
clic -  
coil100 -  
covr -  
div2k -  
downsampled_imagenet -  
dsprites -  
flic -  
imagenet2012 -  
imagenet2012_corrupted -  
imagenet2012_fewshot -  
imagenet2012_multilabel -  
imagenet2012_real -  
imagenet2012_subset -  
imagenet_a -  
imagenet_lt -  
imagenet_pi -  
imagenet_r -  
imagenet_resized -  
imagenet_sketch -  
imagenet_v2 -  
imagenette -  
imagewang -  
kitti -  
lfw -  
lost_and_found -  
lsun -  
lvis -  
malaria -  
nyu_depth_v2 -  
open_images_challenge2019_detection -  
open_images_v4 -  
oxford_flowers102 -  
oxford_iiit_pet -  
pass -  
patch_camelyon -  
pet_finder -  
places365_small -  
placesfull -  
plant_leaves -  
plant_village -  
plantae_k -  
pneumonia_mnist -  
quickdraw_bitmap -  
ref_coco -  
resisc45 -  
robomimic_mg -  
robomimic_mh -  
robomimic_ph -  
rock_paper_scissors -  
s3o4d -  
scene_parse150 -  
shapes3d -  
siscore -  
smallnorb -  
so2sat -  
stanford_dogs -  
stanford_online_products -  
stl10 -  
sun397 -  
svhn_cropped -  
symmetric_solids -  
tf_flowers -  
the300w_lp -  
wake_vision 
 Image classification
-  
abstract_reasoning -  
bigearthnet -  
caltech101 -  
caltech_birds2010 -  
caltech_birds2011 -  
cars196 -  
cassava -  
cats_vs_dogs -  
celeb_a -  
chexpert -  
cifar10 -  
cifar100 -  
cifar100_n -  
cifar10_1 -  
cifar10_corrupted -  
cifar10_h -  
cifar10_n -  
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 -  
flic -  
food101 -  
geirhos_conflict_stimuli -  
horses_or_humans -  
i_naturalist2017 -  
i_naturalist2018 -  
i_naturalist2021 -  
imagenet2012 -  
imagenet2012_subset -  
imagenet_resized -  
imagenet_sketch -  
imagenette -  
imagewang -  
kitti -  
kmnist -  
lvis -  
malaria -  
mnist -  
mnist_corrupted -  
omniglot -  
open_images_v4 -  
oxford_flowers102 -  
oxford_iiit_pet -  
places365_small -  
plant_village -  
pneumonia_mnist -  
resisc45 -  
siscore -  
smallnorb -  
stanford_dogs -  
stanford_online_products -  
stl10 -  
sun397 -  
svhn_cropped -  
uc_merced -  
visual_domain_decathlon -  
wake_vision 
 Image clustering
 Image compression
 Image generation
-  
binarized_mnist -  
celeb_a -  
celeb_a_hq -  
cityscapes -  
clevr -  
imagenet2012 -  
imagenet2012_subset -  
oxford_flowers102 -  
stanford_dogs -  
stl10 
 Image segmentation
 Image super resolution
 Image to image translation
 Instance segmentation
 Language modeling
-  
big_patent -  
billsum -  
blimp -  
databricks_dolly -  
dices -  
dolma -  
e2e_cleaned -  
irc_disentanglement -  
lambada -  
librispeech_lm -  
lm1b -  
math_qa -  
opus -  
paws_wiki -  
paws_x_wiki -  
pg19 -  
reddit -  
samsum -  
snli -  
squad -  
tedlium 
 Linguistic acceptability
 Machine translation
 Monolingual
-  
ag_news_subset -  
ai2_arc_with_ir -  
arc -  
beir -  
booksum -  
bool_q -  
bot_adversarial_dialogue -  
covr -  
dices -  
dolma -  
e2e_cleaned -  
imdb_reviews -  
kitti -  
lambada -  
librispeech -  
librispeech_lm -  
libritts -  
ljspeech -  
lm1b -  
natural_questions -  
natural_questions_open -  
openbookqa -  
paws_wiki -  
plant_village -  
quac -  
race -  
real_toxicity_prompts -  
reddit -  
savee -  
schema_guided_dialogue -  
sci_tail -  
scicite -  
scientific_papers -  
sentiment140 -  
snli -  
speech_commands -  
spoken_digit -  
squad -  
story_cloze -  
tedlium -  
trec -  
trivia_qa 
 Movies and tv shows
 Multilingual
 Natural language inference
Natural language understanding
-  
ag_news_subset -  
anli -  
beir -  
bool_q -  
clevr -  
covr -  
databricks_dolly -  
dices -  
imdb_reviews -  
math_dataset -  
math_qa -  
mlqa -  
multi_news -  
natural_instructions -  
natural_questions -  
natural_questions_open -  
openbookqa -  
opus -  
paws_wiki -  
paws_x_wiki -  
pg19 -  
piqa -  
qasc -  
quac -  
race -  
schema_guided_dialogue -  
sci_tail -  
sentiment140 -  
snli -  
squad -  
story_cloze -  
trec -  
trivia_qa 
 Nearest neighbors
 News
 Object detection
 Open domain question answering
Out of distribution detection
 Question answering
-  
beir -  
bool_q -  
clevr -  
coqa -  
cosmos_qa -  
databricks_dolly -  
math_dataset -  
math_qa -  
mlqa -  
natural_instructions -  
natural_questions -  
natural_questions_open -  
openbookqa -  
piqa -  
qasc -  
quac -  
race -  
squad -  
story_cloze -  
trivia_qa -  
tydi_qa -  
web_questions -  
xquad 
 Question generation
 Race national ethnic origin
 Ranking
 Reading comprehension
 Recommendation
 Reinforcement learning
 Rgb d
 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
 Robotics
-  
aloha_mobile -  
asimov_dilemmas_auto_val -  
asimov_dilemmas_scifi_train -  
asimov_dilemmas_scifi_val -  
asimov_injury_val -  
asimov_multimodal_auto_val -  
asimov_multimodal_manual_val -  
asimov_v2_constraints_with_rationale -  
asimov_v2_constraints_without_rationale -  
asimov_v2_injuries -  
asimov_v2_videos -  
asu_table_top_converted_externally_to_rlds -  
austin_buds_dataset_converted_externally_to_rlds -  
austin_sailor_dataset_converted_externally_to_rlds -  
austin_sirius_dataset_converted_externally_to_rlds -  
bc_z -  
berkeley_autolab_ur5 -  
berkeley_cable_routing -  
berkeley_fanuc_manipulation -  
berkeley_gnm_cory_hall -  
berkeley_gnm_recon -  
berkeley_gnm_sac_son -  
berkeley_mvp_converted_externally_to_rlds -  
berkeley_rpt_converted_externally_to_rlds -  
bridge -  
bridge_data_msr -  
cmu_franka_exploration_dataset_converted_externally_to_rlds -  
cmu_play_fusion -  
cmu_stretch -  
columbia_cairlab_pusht_real -  
conq_hose_manipulation -  
dlr_edan_shared_control_converted_externally_to_rlds -  
dlr_sara_grid_clamp_converted_externally_to_rlds -  
dlr_sara_pour_converted_externally_to_rlds -  
dobbe -  
eth_agent_affordances -  
fmb -  
fractal20220817_data -  
iamlab_cmu_pickup_insert_converted_externally_to_rlds -  
imperialcollege_sawyer_wrist_cam -  
io_ai_tech -  
jaco_play -  
kaist_nonprehensile_converted_externally_to_rlds -  
kuka -  
maniskill_dataset_converted_externally_to_rlds -  
mimic_play -  
mt_opt -  
nyu_door_opening_surprising_effectiveness -  
nyu_franka_play_dataset_converted_externally_to_rlds -  
nyu_rot_dataset_converted_externally_to_rlds -  
plex_robosuite -  
robo_set -  
roboturk -  
spoc_robot -  
stanford_hydra_dataset_converted_externally_to_rlds -  
stanford_kuka_multimodal_dataset_converted_externally_to_rlds -  
stanford_mask_vit_converted_externally_to_rlds -  
stanford_robocook_converted_externally_to_rlds -  
taco_play -  
tidybot -  
tokyo_u_lsmo_converted_externally_to_rlds -  
toto -  
ucsd_kitchen_dataset_converted_externally_to_rlds -  
ucsd_pick_and_place_dataset_converted_externally_to_rlds -  
uiuc_d3field -  
usc_cloth_sim_converted_externally_to_rlds -  
utaustin_mutex -  
utokyo_pr2_opening_fridge_converted_externally_to_rlds -  
utokyo_pr2_tabletop_manipulation_converted_externally_to_rlds -  
utokyo_saytap_converted_externally_to_rlds -  
utokyo_xarm_bimanual_converted_externally_to_rlds -  
utokyo_xarm_pick_and_place_converted_externally_to_rlds -  
vima_converted_externally_to_rlds -  
viola 
 Scene classification
 Semantic segmentation
-  
bigearthnet -  
cityscapes -  
kitti -  
lost_and_found -  
nyu_depth_v2 -  
open_images_v4 -  
places365_small -  
ref_coco -  
scene_parse150 -  
segment_anything -  
so2sat 
 Sentiment analysis
 Sequence modeling
Sequence to sequence language modeling
 Speech
 Speech recognition
 Structured
-  
cherry_blossoms -  
covid19 -  
cs_restaurants -  
dart -  
diamonds -  
forest_fires -  
genomics_ood -  
german_credit_numeric -  
higgs -  
howell -  
iris -  
movie_lens -  
movielens -  
web_graph -  
web_nlg -  
wiki_bio -  
wiki_table_questions -  
wiki_table_text -  
wine_quality 
 Summarization
 Table to text generation
 Tabular
 Text
-  
abstract_reasoning -  
aeslc -  
ag_news_subset -  
ai2_arc -  
ai2_arc_with_ir -  
amazon_us_reviews -  
anli -  
answer_equivalence -  
arc -  
asqa -  
asset -  
assin2 -  
bccd -  
beir -  
big_patent -  
billsum -  
blimp -  
booksum -  
bool_q -  
bot_adversarial_dialogue -  
bucc -  
c4 -  
c4_wsrs -  
caltech101 -  
cfq -  
cityscapes -  
civil_comments -  
clevr -  
clinc_oos -  
conll2002 -  
conll2003 -  
corr2cause -  
cos_e -  
covr -  
databricks_dolly -  
definite_pronoun_resolution -  
dices -  
doc_nli -  
dolma -  
dolphin_number_word -  
drop -  
dsprites -  
e2e_cleaned -  
eraser_multi_rc -  
esnli -  
flic -  
gap -  
gem -  
glue -  
goemotions -  
gpt3 -  
gsm8k -  
hellaswag -  
imdb_reviews -  
irc_disentanglement -  
kitti -  
lambada -  
lfw -  
librispeech -  
librispeech_lm -  
libritts -  
ljspeech -  
lm1b -  
lost_and_found -  
math_dataset -  
math_qa -  
mctaco -  
media_sum -  
mlqa -  
movie_rationales -  
mrqa -  
multi_news -  
multi_nli -  
multi_nli_mismatch -  
natural_instructions -  
natural_questions -  
natural_questions_open -  
newsroom -  
open_images_challenge2019_detection -  
open_images_v4 -  
openbookqa -  
opinion_abstracts -  
opinosis -  
opus -  
oxford_flowers102 -  
oxford_iiit_pet -  
para_crawl -  
patch_camelyon -  
paws_wiki -  
paws_x_wiki -  
penguins -  
pet_finder -  
pg19 -  
piqa -  
places365_small -  
placesfull -  
plant_leaves -  
plant_village -  
plantae_k -  
protein_net -  
q_re_cc -  
qa4mre -  
qasc -  
quac -  
quality -  
race -  
real_toxicity_prompts -  
reddit_disentanglement -  
reddit_tifu -  
ref_coco -  
resisc45 -  
robonet -  
rock_you -  
salient_span_wikipedia -  
samsum -  
scan -  
schema_guided_dialogue -  
sci_tail -  
scicite -  
scientific_papers -  
scrolls -  
sentiment140 -  
smallnorb -  
snli -  
spoken_digit -  
squad -  
squad_question_generation -  
stanford_dogs -  
star_cfq -  
story_cloze -  
summscreen -  
sun397 -  
super_glue -  
svhn_cropped -  
tatoeba -  
ted_hrlr_translate -  
ted_multi_translate -  
tedlium -  
tiny_shakespeare -  
trec -  
trivia_qa -  
unified_qa -  
universal_dependencies -  
unnatural_instructions -  
user_libri_text -  
webvid -  
wiki40b -  
wiki_dialog -  
wikiann -  
wikipedia -  
wikipedia_toxicity_subtypes -  
winogrande -  
wordnet -  
wsc273 -  
xnli -  
xtreme_pawsx -  
xtreme_xnli -  
yelp_polarity_reviews 
 Text classification
-  
ag_news_subset -  
bool_q -  
bot_adversarial_dialogue -  
dices -  
imdb_reviews -  
natural_instructions -  
paws_wiki -  
paws_x_wiki -  
sentiment140 -  
trec 
Text classification toxicity prediction
 Text generation
-  
aeslc -  
big_patent -  
billsum -  
booksum -  
bool_q -  
databricks_dolly -  
e2e_cleaned -  
lambada -  
lm1b -  
math_qa -  
mctaco -  
natural_instructions -  
natural_questions -  
newsroom -  
openbookqa -  
piqa -  
race -  
real_toxicity_prompts -  
reddit -  
reddit_tifu -  
samsum -  
schema_guided_dialogue -  
scientific_papers -  
squad -  
story_cloze -  
trivia_qa 
 Text simplification
 Text summarization
-  
aeslc -  
big_patent -  
billsum -  
booksum -  
databricks_dolly -  
multi_news -  
newsroom -  
reddit -  
reddit_tifu -  
samsum -  
scientific_papers 
 Time series
 Token classification
 Tracking
 Trajectory
 Translate
-  
flores -  
mtnt -  
wmt13_translate -  
wmt14_translate -  
wmt15_translate -  
wmt16_translate -  
wmt17_translate -  
wmt18_translate -  
wmt19_translate -  
wmt_t2t_translate 
 Uncategorized
Unsupervised anomaly detection
 Video
-  
abstract_reasoning -  
bair_robot_pushing_small -  
davis -  
flic -  
moving_mnist -  
robonet -  
starcraft_video -  
tao -  
ucf101 -  
webvid -  
youtube_vis