Salesforce/GiftEvalPretrain

Описание

GIFT-Eval Pre-training Datasets Pretraining dataset aligned with GIFT-Eval that has 71 univariate and 17 multivariate datasets, spanning seven domains and 13 frequencies, totaling 4.5 million time series and 230 billion data points. Notably this collection of data has no leakage issue with the train/test split and can be used to pretrain foundation models that can be fairly evaluated on GIFT-Eval. 📄 Paper 🖥️ Code 📔 Blog Post 🏎️ Leader Board Ethical Considerations…

Описание из Hugging Face, сокращённое.

Файлы (100)

• ARROWBEIJING_SUBWAY_30MIN/data-00000-of-00001.arrow22 МБ
• JSONBEIJING_SUBWAY_30MIN/dataset_info.json1,2 кБ
• JSONBEIJING_SUBWAY_30MIN/state.json250 Б
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• JSONHZMETRO/state.json250 Б
• ARROWLOS_LOOP/data-00000-of-00001.arrow27 МБ
• JSONLOS_LOOP/dataset_info.json887 Б
• JSONLOS_LOOP/state.json250 Б
• ARROWPEMS03/data-00000-of-00001.arrow36 МБ
• JSONPEMS03/dataset_info.json885 Б
• JSONPEMS03/state.json250 Б
• ARROWPEMS04/data-00000-of-00001.arrow60 МБ
• JSONPEMS04/dataset_info.json968 Б
• JSONPEMS04/state.json250 Б
• ARROWPEMS07/data-00000-of-00001.arrow95 МБ
• JSONPEMS07/dataset_info.json885 Б
• JSONPEMS07/state.json250 Б
• ARROWPEMS08/data-00000-of-00001.arrow35 МБ
• JSONPEMS08/dataset_info.json968 Б
• JSONPEMS08/state.json250 Б
• ARROWPEMS_BAY/data-00000-of-00001.arrow65 МБ
• JSONPEMS_BAY/dataset_info.json887 Б
• JSONPEMS_BAY/state.json250 Б
• ARROWQ-TRAFFIC/data-00000-of-00003.arrow337 МБ
• ARROWQ-TRAFFIC/data-00001-of-00003.arrow337 МБ
• ARROWQ-TRAFFIC/data-00002-of-00003.arrow337 МБ
• JSONQ-TRAFFIC/dataset_info.json973 Б
• JSONQ-TRAFFIC/state.json368 Б
• ARROWSHMETRO/data-00000-of-00001.arrow19 МБ
• JSONSHMETRO/dataset_info.json969 Б
• JSONSHMETRO/state.json250 Б
• ARROWalibaba_cluster_trace_2018/data-00000-of-00010.arrow291 МБ
• ARROWalibaba_cluster_trace_2018/data-00001-of-00010.arrow292 МБ
• ARROWalibaba_cluster_trace_2018/data-00002-of-00010.arrow290 МБ
• ARROWalibaba_cluster_trace_2018/data-00003-of-00010.arrow291 МБ
• ARROWalibaba_cluster_trace_2018/data-00004-of-00010.arrow290 МБ
• ARROWalibaba_cluster_trace_2018/data-00005-of-00010.arrow290 МБ
• ARROWalibaba_cluster_trace_2018/data-00006-of-00010.arrow290 МБ
• ARROWalibaba_cluster_trace_2018/data-00007-of-00010.arrow291 МБ
• ARROWalibaba_cluster_trace_2018/data-00008-of-00010.arrow292 МБ
• ARROWalibaba_cluster_trace_2018/data-00009-of-00010.arrow292 МБ
• JSONalibaba_cluster_trace_2018/dataset_info.json2 кБ
• JSONalibaba_cluster_trace_2018/state.json781 Б
• ARROWaustralian_electricity_demand/data-00000-of-00001.arrow4,4 МБ
• JSONaustralian_electricity_demand/dataset_info.json903 Б
• JSONaustralian_electricity_demand/state.json250 Б
• ARROWazure_vm_traces_2017/data-00000-of-00022.arrow462 МБ
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• ARROWazure_vm_traces_2017/data-00003-of-00022.arrow459 МБ
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• ARROWazure_vm_traces_2017/data-00007-of-00022.arrow462 МБ
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• ARROWazure_vm_traces_2017/data-00016-of-00022.arrow461 МБ
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• ARROWazure_vm_traces_2017/data-00019-of-00022.arrow464 МБ
• ARROWazure_vm_traces_2017/data-00020-of-00022.arrow461 МБ
• ARROWazure_vm_traces_2017/data-00021-of-00022.arrow458 МБ
• JSONazure_vm_traces_2017/dataset_info.json2 кБ
• JSONazure_vm_traces_2017/state.json1,5 кБ
• ARROWbdg-2_bear/data-00000-of-00001.arrow5,7 МБ
• JSONbdg-2_bear/dataset_info.json885 Б
• JSONbdg-2_bear/state.json250 Б
• ARROWbdg-2_fox/data-00000-of-00001.arrow8,9 МБ
• JSONbdg-2_fox/dataset_info.json885 Б
• JSONbdg-2_fox/state.json250 Б
• ARROWbdg-2_panther/data-00000-of-00001.arrow3,5 МБ
• JSONbdg-2_panther/dataset_info.json889 Б
• JSONbdg-2_panther/state.json250 Б
• ARROWbdg-2_rat/data-00000-of-00001.arrow18 МБ
• JSONbdg-2_rat/dataset_info.json888 Б
• JSONbdg-2_rat/state.json250 Б
• ARROWbeijing_air_quality/data-00000-of-00001.arrow18 МБ
• JSONbeijing_air_quality/dataset_info.json981 Б
• JSONbeijing_air_quality/state.json250 Б
• ARROWbitcoin_with_missing/data-00000-of-00001.arrow322 кБ
• JSONbitcoin_with_missing/dataset_info.json892 Б
• JSONbitcoin_with_missing/state.json250 Б
• ARROWborealis/data-00000-of-00001.arrow327 кБ
• JSONborealis/dataset_info.json880 Б
• JSONborealis/state.json250 Б
• ARROWborg_cluster_data_2011/data-00000-of-00031.arrow837 МБ
• ARROWborg_cluster_data_2011/data-00001-of-00031.arrow802 МБ
• ARROWborg_cluster_data_2011/data-00002-of-00031.arrow741 МБ
• ARROWborg_cluster_data_2011/data-00003-of-00031.arrow603 МБ
• ARROWborg_cluster_data_2011/data-00004-of-00031.arrow471 МБ
• ARROWborg_cluster_data_2011/data-00005-of-00031.arrow160 МБ
• ARROWborg_cluster_data_2011/data-00006-of-00031.arrow257 МБ
• ARROWborg_cluster_data_2011/data-00007-of-00031.arrow704 МБ

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