datasets 2.3.0 on Python PyPI

Datasets Changes

New: ImageNet-Sketch by @nateraw in #4301
New: Biwi Kinect Head Pose by @dnaveenr in #3903
New: enwik8 by @HallerPatrick in #4321
New: LCCC dataset by @silverriver in #4416
New: TruthfulQA by @jon-tow in #4159
New: BIG-bench by @andersjohanandreassen in #4125
New: QuickDraw by @mariosasko in #3592
New: SST-2 by @albertvillanova in #4473
Update: imagenet-1k - remove manual download by @mariosasko in #4299
- ImageNet can now be loaded in python with load_dataset without requiring a manual download !
- It also supports streaming mode with load_dataset("imagenet-1k", streaming=True)
Update: spider - Remove Google Drive URL by @albertvillanova in #4410
Update: blended_skill_talk - add missing columns to by @mariosasko in #4437
Update: multi-news - Use newer version with fixes by @JohnGiorgi in #4451
Update: fever - update data URLs by @albertvillanova in https://github.com/huggingface/datasets/pull/44554459
Update: udhr - Add and fix language tags by @albertvillanova in https://github.com/huggingface/datasets/pull/
Update: udhr - update metadata by @leondz in #4362
Update: wider_face - Replace data URLs once hosted on the Hub by @albertvillanova in #4469
Update: PASS - update dataset version by @mariosasko in #4488
Fix: GEM - fix bug in wiki_auto_asset_turk config by @albertvillanova in #4389
Fix: GEM - fix URL for totto config by @albertvillanova in #4396
Fix: timit_asr - fix DuplicatedKeysError by @albertvillanova in #4424
Fix: timit_asr - Make extensions case-insensitive by @albertvillanova in #4425
Fix: timit_asr - Fix directory names for LDC data by @albertvillanova in #4436
Fix: iwslt2017 by @lhoestq in #4481

Dataset Features

to_tf_dataset rewrite by @Rocketknight1 in #4170
- see more in the documentation
Support DataLoader with num_workers > 0 in streaming mode by @lhoestq in #4375
- see more in the documentation
Added stratify option to train_test_split by @nandwalritik in #4322
Re-add support for Apache Beam functionality by @albertvillanova in #4328
Resume push_to_hub: skip identical files in push_to_hub instead of overwriting by @mariosasko in #4402
Support nested/complex feature types as features in packaged loaders by @mariosasko in #4364
Optimize contiguous shard and select by @lhoestq in #4466

Dataset Cards

Minor fixes/improvements in scene_parse_150 card by @mariosasko in #4447
Tidy up license metadata for google_wellformed_query, newspop, sick by @leondz in #4378
Fix example in opus_ubuntu, Add license info by @leondz in #4360
Update README.md of fquad by @lhoestq in #4450

Documentation

Add API code examples for loading methods by @stevhliu in #4300
Add API code examples for remaining main classes by @stevhliu in #4292
Generalize tutorials for audio and vision by @stevhliu in #4468
[Docs] How to use with PyTorch page by @lhoestq in #4474
First draft of the docs for TF + Datasets by @Rocketknight1 in #4457

Other improvements and bug fixes

Update CI deprecated legacy image by @albertvillanova in #4393
remove int documentation from logging docs by @lvwerra in #4392
Fix docstring in DatasetDict::shuffle by @felixdivo in #4344
Fix Version equality by @albertvillanova in #4359
Set builder name from module instead of class by @albertvillanova in #4388
Test dill by @albertvillanova in #4385
Refactor download by @albertvillanova in #4384
Fix dependency on dill version by @albertvillanova in #4397
Support remote cache_dir by @albertvillanova in #4347
Update imagenet gate by @lhoestq in #4408
Fix dataset builder default version by @albertvillanova in #4356
Uncomment logging deactivation for ArrowBasedBuilder by @thomasw21 in #4403
Rename DatasetBuilder config_name by @albertvillanova in #4414
Fix metadata validation by @albertvillanova in #4390
Add HF.co for PRs/Issues for specific datasets by @lhoestq in #4427
Fix type hint and documentation for new_fingerprint by @fxmarty in #4326
Skip hidden files/directories in data files resolution and iter_files by @mariosasko in #4412
Fix docstring of inspect_dataset by @albertvillanova in #4438
Fix builder docstring by @albertvillanova in #4432
Fix kwargs in docstrings by @albertvillanova in #4444
Fix missing args in docstring of load_dataset_builder by @albertvillanova in #4445
Add missing kwargs to docstrings by @albertvillanova in #4446
Add extractor for bzip2-compressed files by @asivokon in #4421
Fix dummy dataset generation script for handling nested types of _URLs by @silverriver in #4434
Update dataset_infos.json with new split info in Dataset.push_to_hub to avoid verification error by @mariosasko in #4415
Update builder docstring for deprecated/added arguments by @albertvillanova in #4429
Extend support for streaming datasets that use xml.dom.minidom.parse by @albertvillanova in #4464
Fix script fetching and local path handling in inspect_dataset and inspect_metric by @mariosasko in #4433
Fix bigbench config names by @lhoestq in #4465
Fix 401 error for unauthticated requests to non-existing repos by @lhoestq in #4472
Reorder returned validation/test splits in script template by @albertvillanova in #4470
Better ImportError message when a dataset script dependency is missing by @lhoestq in #4484
Fix cast to null by @lhoestq in #4485
Update _format_columns in remove_columns by @alvarobartt in #4411
Fix wrong map parameter name in cache docs by @h4iku in #4293
Pin the revision in imagenet download links by @lhoestq in #4492
Refactor column mappings for question answering datasets by @lewtun in #4391

New Contributors

@leondz made their first contribution in #4378
@felixdivo made their first contribution in #4344
@nandwalritik made their first contribution in #4322
@fxmarty made their first contribution in #4326
@HallerPatrick made their first contribution in #4321
@silverriver made their first contribution in #4416
@asivokon made their first contribution in #4421
@andersjohanandreassen made their first contribution in #4125

Full Changelog: 2.2.2...lol