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Duplicate from Salesforce/lotsa_data

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Co-authored-by: Gerald Woo <[email protected]>

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+ - config_name: "covid_deaths"
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+ data_files:
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+ - split: train
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+ path: "covid_deaths/*.arrow"
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+ - config_name: "covid_mobility"
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+ data_files:
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+ path: "covid_mobility/*.arrow"
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+ - config_name: "elecdemand"
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+ data_files:
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+ - split: train
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+ path: "elecdemand/*.arrow"
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+ data_files:
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+ - split: train
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+ path: "elf/*.arrow"
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+ - config_name: "era5"
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+ data_files:
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+ - split: train
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+ path: "era5_*/*.arrow"
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+ - config_name: "era5_1989"
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+ data_files:
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+ path: "era5_1991/*.arrow"
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+ - config_name: "era5_1992"
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+ data_files:
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+ - split: train
315
+ path: "era5_1992/*.arrow"
316
+ - config_name: "era5_1993"
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+ data_files:
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+ - split: train
319
+ path: "era5_1993/*.arrow"
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+ - config_name: "era5_1994"
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+ data_files:
322
+ - split: train
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+ path: "era5_1994/*.arrow"
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+ - config_name: "era5_1995"
325
+ data_files:
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+ - split: train
327
+ path: "era5_1995/*.arrow"
328
+ - config_name: "era5_1996"
329
+ data_files:
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+ - split: train
331
+ path: "era5_1996/*.arrow"
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+ - config_name: "era5_1997"
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+ data_files:
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+ - split: train
335
+ path: "era5_1997/*.arrow"
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+ - config_name: "era5_1998"
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+ data_files:
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+ - split: train
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+ path: "era5_1998/*.arrow"
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+ - config_name: "era5_1999"
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+ data_files:
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+ - split: train
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+ path: "era5_1999/*.arrow"
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+ - config_name: "era5_2000"
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+ data_files:
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+ - split: train
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+ - config_name: "era5_2001"
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+ path: "era5_2002/*.arrow"
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+ - config_name: "era5_2003"
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+ data_files:
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+ - split: train
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+ path: "era5_2003/*.arrow"
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+ path: "era5_2005/*.arrow"
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+ - config_name: "era5_2006"
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+ data_files:
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+ - split: train
371
+ path: "era5_2006/*.arrow"
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+ - config_name: "era5_2007"
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+ data_files:
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+ - split: train
375
+ path: "era5_2007/*.arrow"
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+ - config_name: "era5_2008"
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+ data_files:
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+ - split: train
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+ path: "era5_2008/*.arrow"
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+ - config_name: "era5_2009"
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+ data_files:
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+ - split: train
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+ path: "era5_2009/*.arrow"
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+ - config_name: "era5_2010"
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+ data_files:
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+ - split: train
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+ path: "era5_2010/*.arrow"
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+ - config_name: "era5_2011"
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+ data_files:
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+ - split: train
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+ path: "era5_2011/*.arrow"
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+ - config_name: "era5_2012"
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+ data_files:
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+ - split: train
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+ path: "era5_2012/*.arrow"
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+ - config_name: "era5_2013"
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+ data_files:
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+ - split: train
399
+ path: "era5_2013/*.arrow"
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+ - config_name: "era5_2014"
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+ data_files:
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+ - split: train
403
+ path: "era5_2014/*.arrow"
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+ - config_name: "era5_2015"
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+ data_files:
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+ - split: train
407
+ path: "era5_2015/*.arrow"
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+ - config_name: "era5_2016"
409
+ data_files:
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+ - split: train
411
+ path: "era5_2016/*.arrow"
412
+ - config_name: "era5_2017"
413
+ data_files:
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+ - split: train
415
+ path: "era5_2017/*.arrow"
416
+ - config_name: "era5_2018"
417
+ data_files:
418
+ - split: train
419
+ path: "era5_2018/*.arrow"
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+ - config_name: "extended_web_traffic_with_missing"
421
+ data_files:
422
+ - split: train
423
+ path: "extended_web_traffic_with_missing/*.arrow"
424
+ - config_name: "favorita_sales"
425
+ data_files:
426
+ - split: train
427
+ path: "favorita_sales/*.arrow"
428
+ - config_name: "favorita_transactions"
429
+ data_files:
430
+ - split: train
431
+ path: "favorita_transactions/*.arrow"
432
+ - config_name: "fred_md"
433
+ data_files:
434
+ - split: train
435
+ path: "fred_md/*.arrow"
436
+ - config_name: "gfc12_load"
437
+ data_files:
438
+ - split: train
439
+ path: "gfc12_load/*.arrow"
440
+ - config_name: "gfc14_load"
441
+ data_files:
442
+ - split: train
443
+ path: "gfc14_load/*.arrow"
444
+ - config_name: "gfc17_load"
445
+ data_files:
446
+ - split: train
447
+ path: "gfc17_load/*.arrow"
448
+ - config_name: "godaddy"
449
+ data_files:
450
+ - split: train
451
+ path: "godaddy/*.arrow"
452
+ - config_name: "hierarchical_sales"
453
+ data_files:
454
+ - split: train
455
+ path: "hierarchical_sales/*.arrow"
456
+ - config_name: "hog"
457
+ data_files:
458
+ - split: train
459
+ path: "hog/*.arrow"
460
+ - config_name: "hospital"
461
+ data_files:
462
+ - split: train
463
+ path: "hospital/*.arrow"
464
+ - config_name: "ideal"
465
+ data_files:
466
+ - split: train
467
+ path: "ideal/*.arrow"
468
+ - config_name: "kaggle_web_traffic_weekly"
469
+ data_files:
470
+ - split: train
471
+ path: "kaggle_web_traffic_weekly/*.arrow"
472
+ - config_name: "kdd2022"
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+ data_files:
474
+ - split: train
475
+ path: "kdd2022/*.arrow"
476
+ - config_name: "kdd_cup_2018_with_missing"
477
+ data_files:
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+ - split: train
479
+ path: "kdd_cup_2018_with_missing/*.arrow"
480
+ - config_name: "largest"
481
+ data_files:
482
+ - split: train
483
+ path: "largest_*/*.arrow"
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+ - config_name: "largest_2017"
485
+ data_files:
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+ - split: train
487
+ path: "largest_2017/*.arrow"
488
+ - config_name: "largest_2018"
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+ data_files:
490
+ - split: train
491
+ path: "largest_2018/*.arrow"
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+ - config_name: "largest_2019"
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+ data_files:
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+ - split: train
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+ path: "largest_2019/*.arrow"
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+ - config_name: "largest_2020"
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+ data_files:
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+ - split: train
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+ path: "largest_2020/*.arrow"
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+ - config_name: "largest_2021"
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+ data_files:
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+ - split: train
503
+ path: "largest_2021/*.arrow"
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+ - config_name: "lcl"
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+ data_files:
506
+ - split: train
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+ path: "lcl/*.arrow"
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+ - config_name: "london_smart_meters_with_missing"
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+ data_files:
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+ - split: train
511
+ path: "london_smart_meters_with_missing/*.arrow"
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+ - config_name: "m1_monthly"
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+ data_files:
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+ - split: train
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+ path: "m1_monthly/*.arrow"
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+ - config_name: "m1_quarterly"
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+ data_files:
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+ - split: train
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+ path: "m1_quarterly/*.arrow"
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+ - config_name: "m1_yearly"
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+ data_files:
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+ - split: train
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+ path: "m1_yearly/*.arrow"
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+ - config_name: "m4_daily"
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+ data_files:
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+ - split: train
527
+ path: "m4_daily/*.arrow"
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+ - config_name: "m4_hourly"
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+ data_files:
530
+ - split: train
531
+ path: "m4_hourly/*.arrow"
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+ - config_name: "m4_monthly"
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+ data_files:
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+ - split: train
535
+ path: "m4_monthly/*.arrow"
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+ - config_name: "m4_quarterly"
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+ data_files:
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+ - split: train
539
+ path: "m4_quarterly/*.arrow"
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+ - config_name: "m4_weekly"
541
+ data_files:
542
+ - split: train
543
+ path: "m4_weekly/*.arrow"
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+ - config_name: "m4_yearly"
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+ data_files:
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+ - split: train
547
+ path: "m4_yearly/*.arrow"
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+ - config_name: "m5"
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+ data_files:
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+ - split: train
551
+ path: "m5/*.arrow"
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+ - config_name: "monash_m3_monthly"
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+ data_files:
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+ - split: train
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+ path: "monash_m3_monthly/*.arrow"
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+ - config_name: "monash_m3_other"
557
+ data_files:
558
+ - split: train
559
+ path: "monash_m3_other/*.arrow"
560
+ - config_name: "monash_m3_quarterly"
561
+ data_files:
562
+ - split: train
563
+ path: "monash_m3_quarterly/*.arrow"
564
+ - config_name: "monash_m3_yearly"
565
+ data_files:
566
+ - split: train
567
+ path: "monash_m3_yearly/*.arrow"
568
+ - config_name: "nn5_daily_with_missing"
569
+ data_files:
570
+ - split: train
571
+ path: "nn5_daily_with_missing/*.arrow"
572
+ - config_name: "nn5_weekly"
573
+ data_files:
574
+ - split: train
575
+ path: "nn5_weekly/*.arrow"
576
+ - config_name: "oikolab_weather"
577
+ data_files:
578
+ - split: train
579
+ path: "oikolab_weather/*.arrow"
580
+ - config_name: "pdb"
581
+ data_files:
582
+ - split: train
583
+ path: "pdb/*.arrow"
584
+ - config_name: "pedestrian_counts"
585
+ data_files:
586
+ - split: train
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+ path: "pedestrian_counts/*.arrow"
588
+ - config_name: "project_tycho"
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+ data_files:
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+ - split: train
591
+ path: "project_tycho/*.arrow"
592
+ - config_name: "residential_load_power"
593
+ data_files:
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+ - split: train
595
+ path: "residential_load_power/*.arrow"
596
+ - config_name: "residential_pv_power"
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+ data_files:
598
+ - split: train
599
+ path: "residential_pv_power/*.arrow"
600
+ - config_name: "restaurant"
601
+ data_files:
602
+ - split: train
603
+ path: "restaurant/*.arrow"
604
+ - config_name: "rideshare_with_missing"
605
+ data_files:
606
+ - split: train
607
+ path: "rideshare_with_missing/*.arrow"
608
+ - config_name: "saugeenday"
609
+ data_files:
610
+ - split: train
611
+ path: "saugeenday/*.arrow"
612
+ - config_name: "sceaux"
613
+ data_files:
614
+ - split: train
615
+ path: "sceaux/*.arrow"
616
+ - config_name: "smart"
617
+ data_files:
618
+ - split: train
619
+ path: "smart/*.arrow"
620
+ - config_name: "solar_power"
621
+ data_files:
622
+ - split: train
623
+ path: "solar_power/*.arrow"
624
+ - config_name: "spain"
625
+ data_files:
626
+ - split: train
627
+ path: "spain/*.arrow"
628
+ - config_name: "subseasonal"
629
+ data_files:
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+ - split: train
631
+ path: "subseasonal/*.arrow"
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+ - config_name: "subseasonal_precip"
633
+ data_files:
634
+ - split: train
635
+ path: "subseasonal_precip/*.arrow"
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+ - config_name: "sunspot_with_missing"
637
+ data_files:
638
+ - split: train
639
+ path: "sunspot_with_missing/*.arrow"
640
+ - config_name: "taxi_30min"
641
+ data_files:
642
+ - split: train
643
+ path: "taxi_30min/*.arrow"
644
+ - config_name: "temperature_rain_with_missing"
645
+ data_files:
646
+ - split: train
647
+ path: "temperature_rain_with_missing/*.arrow"
648
+ - config_name: "tourism_monthly"
649
+ data_files:
650
+ - split: train
651
+ path: "tourism_monthly/*.arrow"
652
+ - config_name: "tourism_quarterly"
653
+ data_files:
654
+ - split: train
655
+ path: "tourism_quarterly/*.arrow"
656
+ - config_name: "tourism_yearly"
657
+ data_files:
658
+ - split: train
659
+ path: "tourism_yearly/*.arrow"
660
+ - config_name: "traffic_hourly"
661
+ data_files:
662
+ - split: train
663
+ path: "traffic_hourly/*.arrow"
664
+ - config_name: "traffic_weekly"
665
+ data_files:
666
+ - split: train
667
+ path: "traffic_weekly/*.arrow"
668
+ - config_name: "uber_tlc_daily"
669
+ data_files:
670
+ - split: train
671
+ path: "uber_tlc_daily/*.arrow"
672
+ - config_name: "uber_tlc_hourly"
673
+ data_files:
674
+ - split: train
675
+ path: "uber_tlc_hourly/*.arrow"
676
+ - config_name: "us_births"
677
+ data_files:
678
+ - split: train
679
+ path: "us_births/*.arrow"
680
+ - config_name: "vehicle_trips_with_missing"
681
+ data_files:
682
+ - split: train
683
+ path: "vehicle_trips_with_missing/*.arrow"
684
+ - config_name: "weather"
685
+ data_files:
686
+ - split: train
687
+ path: "weather/*.arrow"
688
+ - config_name: "wiki-rolling_nips"
689
+ data_files:
690
+ - split: train
691
+ path: "wiki-rolling_nips/*.arrow"
692
+ - config_name: "wind_farms_with_missing"
693
+ data_files:
694
+ - split: train
695
+ path: "wind_farms_with_missing/*.arrow"
696
+ - config_name: "wind_power"
697
+ data_files:
698
+ - split: train
699
+ path: "wind_power/*.arrow"
700
+ ---
701
+ # LOTSA Data
702
+
703
+ The Large-scale Open Time Series Archive (LOTSA) is a collection of open time series datasets for time series forecasting.
704
+ It was collected for the purpose of pre-training Large Time Series Models.
705
+
706
+ See the [paper](https://arxiv.org/abs/2402.02592) and [codebase](https://github.com/SalesforceAIResearch/uni2ts) for more information.
707
+
708
+ ## Citation
709
+
710
+ <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
711
+
712
+ If you're using LOTSA data in your research or applications, please cite it using this BibTeX:
713
+
714
+ **BibTeX:**
715
+
716
+ ```markdown
717
+ @article{woo2024unified,
718
+ title={Unified Training of Universal Time Series Forecasting Transformers},
719
+ author={Woo, Gerald and Liu, Chenghao and Kumar, Akshat and Xiong, Caiming and Savarese, Silvio and Sahoo, Doyen},
720
+ journal={arXiv preprint arXiv:2402.02592},
721
+ year={2024}
722
+ }
723
+ ```
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+ "config_name": "default",
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