प्रयोग
त्वरित परिचय के लिए हमारी आरंभिक मार्गदर्शिका देखें।
for ex in tfds.load('cifar10', split='train'):
...
सभी डेटासेट
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
Image
-
abstract_reasoning
-
aflw2k3d
-
bccd
-
beans
-
bee_dataset
-
bigearthnet
-
binarized_mnist
-
binary_alpha_digits
-
caltech101
-
celeb_a
-
celeb_a_hq
-
cityscapes
-
clevr
-
clic
-
coil100
-
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
-
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
-
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
-
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
-
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
-
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
-
dices
-
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
-
databricks_dolly
-
dices
-
imdb_reviews
-
math_dataset
-
math_qa
-
mlqa
-
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
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
-
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
-
databricks_dolly
-
definite_pronoun_resolution
-
dices
-
doc_nli
-
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_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
-
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