huggingface/datasets: 2.1.0

• New:initial monash time series forecasting repository by @kashif in https://github.com/huggingface/datasets/pull/3743
• Update: Wikipedia by @albertvillanova in https://github.com/huggingface/datasets/pull/3821 and https://github.com/huggingface/datasets/pull/3989
• Update: conll2012_ontonotesv5 - Support streaming by @albertvillanova in https://github.com/huggingface/datasets/pull/4002
• Update: daily_dialog - Support streaming by @albertvillanova in https://github.com/huggingface/datasets/pull/4008
• Update: id_clickbait - Support streaming by @albertvillanova in https://github.com/huggingface/datasets/pull/4014
• Update: blimp - Support streaming by @albertvillanova in https://github.com/huggingface/datasets/pull/4016
• Update: scan - Support streaming by @albertvillanova in https://github.com/huggingface/datasets/pull/4017
• Update: yelp_review_full - Replace data url by @lhoestq in https://github.com/huggingface/datasets/pull/4018
• Update: yelp_polarity - Support streaming by @lhoestq in https://github.com/huggingface/datasets/pull/4019
• Update: amazon_polarity - Replace data URL by @lhoestq in https://github.com/huggingface/datasets/pull/4020
• Update: dbpedia_14 - Replace data url by @lhoestq in https://github.com/huggingface/datasets/pull/4022
• New: Roman Urdu Hate Speech dataset by @bp-high in https://github.com/huggingface/datasets/pull/3972
• Update: xtreme - Support streaming dataset for bucc18 config by @albertvillanova in https://github.com/huggingface/datasets/pull/4026
• Fix: cats_vs_dogs - fix checksum error dataset by @albertvillanova in https://github.com/huggingface/datasets/pull/4033
• Fix: xcopa - fix null checksum by @albertvillanova in https://github.com/huggingface/datasets/pull/4034
• Update: yahoo_answers_topics - Replace data url by @lhoestq in https://github.com/huggingface/datasets/pull/4023
• New: Adversarial GLUE by @jxmorris12 in https://github.com/huggingface/datasets/pull/3849
• Update: ASSIN 2 dataset - replace broken Google Drive URLS by links on github by @ruanchaves in https://github.com/huggingface/datasets/pull/4004
• Update: xcopa - Support streaming by @albertvillanova in https://github.com/huggingface/datasets/pull/4039
• Deprecated: Multilingual Librispeech - deprecate dataset in favor of facebook/multilingual_librispeechby @polinaeterna in https://github.com/huggingface/datasets/pull/4060
• New: MetaShift by @dnaveenr in https://github.com/huggingface/datasets/pull/3900
• Fix: amazon_us_reviews - fix metadata - 4/4/2022 by @trentonstrong in https://github.com/huggingface/datasets/pull/4092
• Update: medical_dialog - Add configs with processed data by @albertvillanova in https://github.com/huggingface/datasets/pull/4127
• Update: xtreme - Support streaming for udpos config by @albertvillanova in https://github.com/huggingface/datasets/pull/4131
• Update: xtreme - Support streaming for PAWS-X config by @albertvillanova in https://github.com/huggingface/datasets/pull/4132
• Update: xtreme - Support streaming for PAN-X config by @albertvillanova in https://github.com/huggingface/datasets/pull/4135
• New: GSM8K by @jon-tow in https://github.com/huggingface/datasets/pull/4103
• New: SBU Captions Photo by @thomasw21 in https://github.com/huggingface/datasets/pull/4130
• Update: SQuAD v2 - Use a constant for the articles regex by @bryant1410 in https://github.com/huggingface/datasets/pull/4030
• Update: HANS - Support streaming by @mariosasko in https://github.com/huggingface/datasets/pull/4155
• Update (BREAKING): TIMIT - Redirect users to download data manually from LDC by @lhoestq in https://github.com/huggingface/datasets/pull/4145

• Updated annotations for nli_tr dataset by @e-budur in https://github.com/huggingface/datasets/pull/4058
• Add missing label for emotion description by @lijiazheng99 in https://github.com/huggingface/datasets/pull/4151
• Remove unncessary 'pylint disable' message in ReadMe by @Datta0 in https://github.com/huggingface/datasets/pull/3955
• Improve RedCaps dataset card by @mariosasko in https://github.com/huggingface/datasets/pull/4100
• Fix duplicate key in multi_news by @lhoestq in https://github.com/huggingface/datasets/pull/4164

• Tasks alignment with models by @lhoestq in https://github.com/huggingface/datasets/pull/4066
• Update datasets task tags to align tags with models by @lhoestq in https://github.com/huggingface/datasets/pull/4067

• Xtreme-S Metrics by @patrickvonplaten in https://github.com/huggingface/datasets/pull/3799
• Fix xtreme s metrics by @patrickvonplaten in https://github.com/huggingface/datasets/pull/3957
• Avoid info log messages from transformers in FrugalScore metric by @albertvillanova in https://github.com/huggingface/datasets/pull/3938
• Add exact match metric by @emibaylor in https://github.com/huggingface/datasets/pull/3899
• Fix comet metric by @lhoestq in https://github.com/huggingface/datasets/pull/3945
• Add zero_division argument to precision and recall metrics by @albertvillanova in https://github.com/huggingface/datasets/pull/4035
• Support float data types in pearsonr/spearmanr metrics by @albertvillanova in https://github.com/huggingface/datasets/pull/4054
• Remove GLEU metric by @emibaylor in https://github.com/huggingface/datasets/pull/3949

• Perplexity Metric Card by @emibaylor in https://github.com/huggingface/datasets/pull/3905
• Create README.md by @sashavor in https://github.com/huggingface/datasets/pull/3917
• Create README.md for CER metric by @sashavor in https://github.com/huggingface/datasets/pull/3911
• Create README.md by @sashavor in https://github.com/huggingface/datasets/pull/3944
• Update README.md by @sashavor in https://github.com/huggingface/datasets/pull/3933
• Create SARI metric card by @sashavor in https://github.com/huggingface/datasets/pull/3932
• Create MAUVE metric card by @sashavor in https://github.com/huggingface/datasets/pull/3934
• Create CoVAL metric card by @sashavor in https://github.com/huggingface/datasets/pull/3940
• Google BLEU Metric Card by @emibaylor in https://github.com/huggingface/datasets/pull/3948
• Create metric card for BERTScore by @sashavor in https://github.com/huggingface/datasets/pull/3966
• Rename wer to cer by @pmgautam in https://github.com/huggingface/datasets/pull/4012
• Create metric card for XNLI by @sashavor in https://github.com/huggingface/datasets/pull/4046
• Create metric card for the Code Eval metric by @sashavor in https://github.com/huggingface/datasets/pull/4049
• Add TER metric card by @emibaylor in https://github.com/huggingface/datasets/pull/3981
• BLEU metric card by @emibaylor in https://github.com/huggingface/datasets/pull/3947
• Create metric card for CUAD by @sashavor in https://github.com/huggingface/datasets/pull/4043
• Create metric card for METEOR by @sashavor in https://github.com/huggingface/datasets/pull/4065
• Create a metric card for Competition MATH by @sashavor in https://github.com/huggingface/datasets/pull/4073
• Create metric card for seqeval by @sashavor in https://github.com/huggingface/datasets/pull/4070
• Create README.md by @sashavor in https://github.com/huggingface/datasets/pull/3930
• Create metric card for Frugal Score by @sashavor in https://github.com/huggingface/datasets/pull/4089
• Updating FrugalScore metric card by @sashavor in https://github.com/huggingface/datasets/pull/4097
• Proposing WikiSplit metric card by @sashavor in https://github.com/huggingface/datasets/pull/4098
• Fix formatting in BLEU metric card by @mariosasko in https://github.com/huggingface/datasets/pull/4157

• Doc maintenance by @stevhliu in https://github.com/huggingface/datasets/pull/3926
• [Doc] Don't use v for version tags on GitHub by @sgugger in https://github.com/huggingface/datasets/pull/3943
• Use templates for doc-builidng jobs by @sgugger in https://github.com/huggingface/datasets/pull/3914
• Add align_labels_with_mapping docs by @stevhliu in https://github.com/huggingface/datasets/pull/3931
• Add tip on how to speed up loading with ImageFolder by @mariosasko in https://github.com/huggingface/datasets/pull/3980
• Fix main_classes docs index by @lhoestq in https://github.com/huggingface/datasets/pull/3925
• More consistent references in docs by @mariosasko in https://github.com/huggingface/datasets/pull/3988
• Docs maintenance by @stevhliu in https://github.com/huggingface/datasets/pull/3999
• Add ROUGE Metric Card by @emibaylor in https://github.com/huggingface/datasets/pull/4076
• Add chrF(++) Metric Card by @emibaylor in https://github.com/huggingface/datasets/pull/4082
• Add SacreBLEU Metric Card by @emibaylor in https://github.com/huggingface/datasets/pull/4083

• Fix flatten of complex feature types by @mariosasko in https://github.com/huggingface/datasets/pull/3723
• Fix flatten of Sequence feature type by @lhoestq in https://github.com/huggingface/datasets/pull/3962
• Exclude Google Drive tests of the CI by @lhoestq in https://github.com/huggingface/datasets/pull/3982
• Close PIL.Image file handler in Image.decode_example by @mariosasko in https://github.com/huggingface/datasets/pull/3995
• Fix Faiss custom_index device by @albertvillanova in https://github.com/huggingface/datasets/pull/3987
• Fix None issue with Sequence of dict by @lhoestq in https://github.com/huggingface/datasets/pull/4010
• Update main readme by @lhoestq in https://github.com/huggingface/datasets/pull/3927
• Fix map remove_columns on empty dataset by @lhoestq in https://github.com/huggingface/datasets/pull/4021
• Fix Audio.encode_example() when writing an array by @polinaeterna in https://github.com/huggingface/datasets/pull/3998
• Use audio feature in ASR task template by @lhoestq in https://github.com/huggingface/datasets/pull/4006
• Improve out of bounds error message by @lhoestq in https://github.com/huggingface/datasets/pull/4068
• Increase max retries for GitHub metrics by @albertvillanova in https://github.com/huggingface/datasets/pull/4063
• Fix CLI dummy data generation by @albertvillanova in https://github.com/huggingface/datasets/pull/4045
• Fix docs on audio feature installation by @albertvillanova in https://github.com/huggingface/datasets/pull/4028
• Add installation instructions to image_process doc by @mariosasko in https://github.com/huggingface/datasets/pull/4072
• Fix GithubMetricModuleFactory instantiation with None download_config by @albertvillanova in https://github.com/huggingface/datasets/pull/4078
• Increase max retries for GitHub datasets by @albertvillanova in https://github.com/huggingface/datasets/pull/4079
• Close parquet writer properly in push_to_hub by @lhoestq in https://github.com/huggingface/datasets/pull/4081
• fix typo in rename_column error message by @hunterlang in https://github.com/huggingface/datasets/pull/4095
• Fix BeamWriter output Parquet file by @albertvillanova in https://github.com/huggingface/datasets/pull/4087
• Remove unused legacy Beam utils by @albertvillanova in https://github.com/huggingface/datasets/pull/4088
• Hotfix failing CI tests on Windows by @albertvillanova in https://github.com/huggingface/datasets/pull/4119
• Update security policy by @albertvillanova in https://github.com/huggingface/datasets/pull/4111
• Avoid writing empty license files by @albertvillanova in https://github.com/huggingface/datasets/pull/4090
• Support huggingface_hub 0.5 by @lhoestq in https://github.com/huggingface/datasets/pull/4106
• Pretty print dataset info files by @mariosasko in https://github.com/huggingface/datasets/pull/4116
• Add single dataset citations for TweetEval by @gchhablani in https://github.com/huggingface/datasets/pull/4137
• Adjust path to datasets tutorial in How-To by @NimaBoscarino in https://github.com/huggingface/datasets/pull/4147
• Applied index-filters on scores in search.py. by @vishalsrao in https://github.com/huggingface/datasets/pull/3971
• More robust cast_to_python_objects in TypedSequence by @mariosasko in https://github.com/huggingface/datasets/pull/4128
• Sync Features dictionaries by @mariosasko in https://github.com/huggingface/datasets/pull/3997
• Avoid rate limit in update hub repositories by @lhoestq in https://github.com/huggingface/datasets/pull/4167

• @bp-high made their first contribution in https://github.com/huggingface/datasets/pull/3972
• @ruanchaves made their first contribution in https://github.com/huggingface/datasets/pull/4004
• @pmgautam made their first contribution in https://github.com/huggingface/datasets/pull/4012
• @hunterlang made their first contribution in https://github.com/huggingface/datasets/pull/4095
• @trentonstrong made their first contribution in https://github.com/huggingface/datasets/pull/4092
• @NimaBoscarino made their first contribution in https://github.com/huggingface/datasets/pull/4147
• @jon-tow made their first contribution in https://github.com/huggingface/datasets/pull/4103
• @lijiazheng99 made their first contribution in https://github.com/huggingface/datasets/pull/4151
• @Datta0 made their first contribution in https://github.com/huggingface/datasets/pull/3955
• @vishalsrao made their first contribution in https://github.com/huggingface/datasets/pull/3971

Full Changelog: https://github.com/huggingface/datasets/compare/2.0.0...2.1.0