Datasets:
ArXiv:
License:
Duplicate from Salesforce/lotsa_data
Browse filesCo-authored-by: Gerald Woo <[email protected]>
This view is limited to 50 files because it contains too many changes.
See raw diff
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|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
configs:
|
4 |
+
- config_name: default
|
5 |
+
data_files:
|
6 |
+
- split: train
|
7 |
+
path: "*/*.arrow"
|
8 |
+
- config_name: "BEIJING_SUBWAY_30MIN"
|
9 |
+
data_files:
|
10 |
+
- split: train
|
11 |
+
path: "BEIJING_SUBWAY_30MIN/*.arrow"
|
12 |
+
- config_name: "HZMETRO"
|
13 |
+
data_files:
|
14 |
+
- split: train
|
15 |
+
path: "HZMETRO/*.arrow"
|
16 |
+
- config_name: "LOOP_SEATTLE"
|
17 |
+
data_files:
|
18 |
+
- split: train
|
19 |
+
path: "LOOP_SEATTLE/*.arrow"
|
20 |
+
- config_name: "LOS_LOOP"
|
21 |
+
data_files:
|
22 |
+
- split: train
|
23 |
+
path: "LOS_LOOP/*.arrow"
|
24 |
+
- config_name: "M_DENSE"
|
25 |
+
data_files:
|
26 |
+
- split: train
|
27 |
+
path: "M_DENSE/*.arrow"
|
28 |
+
- config_name: "PEMS03"
|
29 |
+
data_files:
|
30 |
+
- split: train
|
31 |
+
path: "PEMS03/*.arrow"
|
32 |
+
- config_name: "PEMS04"
|
33 |
+
data_files:
|
34 |
+
- split: train
|
35 |
+
path: "PEMS04/*.arrow"
|
36 |
+
- config_name: "PEMS07"
|
37 |
+
data_files:
|
38 |
+
- split: train
|
39 |
+
path: "PEMS07/*.arrow"
|
40 |
+
- config_name: "PEMS08"
|
41 |
+
data_files:
|
42 |
+
- split: train
|
43 |
+
path: "PEMS08/*.arrow"
|
44 |
+
- config_name: "PEMS_BAY"
|
45 |
+
data_files:
|
46 |
+
- split: train
|
47 |
+
path: "PEMS_BAY/*.arrow"
|
48 |
+
- config_name: "Q-TRAFFIC"
|
49 |
+
data_files:
|
50 |
+
- split: train
|
51 |
+
path: "Q-TRAFFIC/*.arrow"
|
52 |
+
- config_name: "SHMETRO"
|
53 |
+
data_files:
|
54 |
+
- split: train
|
55 |
+
path: "SHMETRO/*.arrow"
|
56 |
+
- config_name: "SZ_TAXI"
|
57 |
+
data_files:
|
58 |
+
- split: train
|
59 |
+
path: "SZ_TAXI/*.arrow"
|
60 |
+
- config_name: "alibaba_cluster_trace_2018"
|
61 |
+
data_files:
|
62 |
+
- split: train
|
63 |
+
path: "alibaba_cluster_trace_2018/*.arrow"
|
64 |
+
- config_name: "australian_electricity_demand"
|
65 |
+
data_files:
|
66 |
+
- split: train
|
67 |
+
path: "australian_electricity_demand/*.arrow"
|
68 |
+
- config_name: "azure_vm_traces_2017"
|
69 |
+
data_files:
|
70 |
+
- split: train
|
71 |
+
path: "azure_vm_traces_2017/*.arrow"
|
72 |
+
- config_name: "bdg-2_bear"
|
73 |
+
data_files:
|
74 |
+
- split: train
|
75 |
+
path: "bdg-2_bear/*.arrow"
|
76 |
+
- config_name: "bdg-2_fox"
|
77 |
+
data_files:
|
78 |
+
- split: train
|
79 |
+
path: "bdg-2_fox/*.arrow"
|
80 |
+
- config_name: "bdg-2_panther"
|
81 |
+
data_files:
|
82 |
+
- split: train
|
83 |
+
path: "bdg-2_panther/*.arrow"
|
84 |
+
- config_name: "bdg-2_rat"
|
85 |
+
data_files:
|
86 |
+
- split: train
|
87 |
+
path: "bdg-2_rat/*.arrow"
|
88 |
+
- config_name: "beijing_air_quality"
|
89 |
+
data_files:
|
90 |
+
- split: train
|
91 |
+
path: "beijing_air_quality/*.arrow"
|
92 |
+
- config_name: "bitcoin_with_missing"
|
93 |
+
data_files:
|
94 |
+
- split: train
|
95 |
+
path: "bitcoin_with_missing/*.arrow"
|
96 |
+
- config_name: "borealis"
|
97 |
+
data_files:
|
98 |
+
- split: train
|
99 |
+
path: "borealis/*.arrow"
|
100 |
+
- config_name: "borg_cluster_data_2011"
|
101 |
+
data_files:
|
102 |
+
- split: train
|
103 |
+
path: "borg_cluster_data_2011/*.arrow"
|
104 |
+
- config_name: "buildings_900k"
|
105 |
+
data_files:
|
106 |
+
- split: train
|
107 |
+
path: "buildings_900k/*.arrow"
|
108 |
+
- config_name: "bull"
|
109 |
+
data_files:
|
110 |
+
- split: train
|
111 |
+
path: "bull/*.arrow"
|
112 |
+
- config_name: "car_parts_with_missing"
|
113 |
+
data_files:
|
114 |
+
- split: train
|
115 |
+
path: "car_parts_with_missing/*.arrow"
|
116 |
+
- config_name: "cdc_fluview_ilinet"
|
117 |
+
data_files:
|
118 |
+
- split: train
|
119 |
+
path: "cdc_fluview_ilinet/*.arrow"
|
120 |
+
- config_name: "cdc_fluview_who_nrevss"
|
121 |
+
data_files:
|
122 |
+
- split: train
|
123 |
+
path: "cdc_fluview_who_nrevss/*.arrow"
|
124 |
+
- config_name: "china_air_quality"
|
125 |
+
data_files:
|
126 |
+
- split: train
|
127 |
+
path: "china_air_quality/*.arrow"
|
128 |
+
- config_name: "cif_2016_12"
|
129 |
+
data_files:
|
130 |
+
- split: train
|
131 |
+
path: "cif_2016_12/*.arrow"
|
132 |
+
- config_name: "cif_2016_6"
|
133 |
+
data_files:
|
134 |
+
- split: train
|
135 |
+
path: "cif_2016_6/*.arrow"
|
136 |
+
- config_name: "cmip6"
|
137 |
+
data_files:
|
138 |
+
- split: train
|
139 |
+
path: "cmip6_*/*.arrow"
|
140 |
+
- config_name: "cmip6_1850"
|
141 |
+
data_files:
|
142 |
+
- split: train
|
143 |
+
path: "cmip6_1850/*.arrow"
|
144 |
+
- config_name: "cmip6_1855"
|
145 |
+
data_files:
|
146 |
+
- split: train
|
147 |
+
path: "cmip6_1855/*.arrow"
|
148 |
+
- config_name: "cmip6_1860"
|
149 |
+
data_files:
|
150 |
+
- split: train
|
151 |
+
path: "cmip6_1860/*.arrow"
|
152 |
+
- config_name: "cmip6_1865"
|
153 |
+
data_files:
|
154 |
+
- split: train
|
155 |
+
path: "cmip6_1865/*.arrow"
|
156 |
+
- config_name: "cmip6_1870"
|
157 |
+
data_files:
|
158 |
+
- split: train
|
159 |
+
path: "cmip6_1870/*.arrow"
|
160 |
+
- config_name: "cmip6_1875"
|
161 |
+
data_files:
|
162 |
+
- split: train
|
163 |
+
path: "cmip6_1875/*.arrow"
|
164 |
+
- config_name: "cmip6_1880"
|
165 |
+
data_files:
|
166 |
+
- split: train
|
167 |
+
path: "cmip6_1880/*.arrow"
|
168 |
+
- config_name: "cmip6_1885"
|
169 |
+
data_files:
|
170 |
+
- split: train
|
171 |
+
path: "cmip6_1885/*.arrow"
|
172 |
+
- config_name: "cmip6_1890"
|
173 |
+
data_files:
|
174 |
+
- split: train
|
175 |
+
path: "cmip6_1890/*.arrow"
|
176 |
+
- config_name: "cmip6_1895"
|
177 |
+
data_files:
|
178 |
+
- split: train
|
179 |
+
path: "cmip6_1895/*.arrow"
|
180 |
+
- config_name: "cmip6_1900"
|
181 |
+
data_files:
|
182 |
+
- split: train
|
183 |
+
path: "cmip6_1900/*.arrow"
|
184 |
+
- config_name: "cmip6_1905"
|
185 |
+
data_files:
|
186 |
+
- split: train
|
187 |
+
path: "cmip6_1905/*.arrow"
|
188 |
+
- config_name: "cmip6_1910"
|
189 |
+
data_files:
|
190 |
+
- split: train
|
191 |
+
path: "cmip6_1910/*.arrow"
|
192 |
+
- config_name: "cmip6_1915"
|
193 |
+
data_files:
|
194 |
+
- split: train
|
195 |
+
path: "cmip6_1915/*.arrow"
|
196 |
+
- config_name: "cmip6_1920"
|
197 |
+
data_files:
|
198 |
+
- split: train
|
199 |
+
path: "cmip6_1920/*.arrow"
|
200 |
+
- config_name: "cmip6_1925"
|
201 |
+
data_files:
|
202 |
+
- split: train
|
203 |
+
path: "cmip6_1925/*.arrow"
|
204 |
+
- config_name: "cmip6_1930"
|
205 |
+
data_files:
|
206 |
+
- split: train
|
207 |
+
path: "cmip6_1930/*.arrow"
|
208 |
+
- config_name: "cmip6_1935"
|
209 |
+
data_files:
|
210 |
+
- split: train
|
211 |
+
path: "cmip6_1935/*.arrow"
|
212 |
+
- config_name: "cmip6_1940"
|
213 |
+
data_files:
|
214 |
+
- split: train
|
215 |
+
path: "cmip6_1940/*.arrow"
|
216 |
+
- config_name: "cmip6_1945"
|
217 |
+
data_files:
|
218 |
+
- split: train
|
219 |
+
path: "cmip6_1945/*.arrow"
|
220 |
+
- config_name: "cmip6_1950"
|
221 |
+
data_files:
|
222 |
+
- split: train
|
223 |
+
path: "cmip6_1950/*.arrow"
|
224 |
+
- config_name: "cmip6_1955"
|
225 |
+
data_files:
|
226 |
+
- split: train
|
227 |
+
path: "cmip6_1955/*.arrow"
|
228 |
+
- config_name: "cmip6_1960"
|
229 |
+
data_files:
|
230 |
+
- split: train
|
231 |
+
path: "cmip6_1960/*.arrow"
|
232 |
+
- config_name: "cmip6_1965"
|
233 |
+
data_files:
|
234 |
+
- split: train
|
235 |
+
path: "cmip6_1965/*.arrow"
|
236 |
+
- config_name: "cmip6_1970"
|
237 |
+
data_files:
|
238 |
+
- split: train
|
239 |
+
path: "cmip6_1970/*.arrow"
|
240 |
+
- config_name: "cmip6_1975"
|
241 |
+
data_files:
|
242 |
+
- split: train
|
243 |
+
path: "cmip6_1975/*.arrow"
|
244 |
+
- config_name: "cmip6_1980"
|
245 |
+
data_files:
|
246 |
+
- split: train
|
247 |
+
path: "cmip6_1980/*.arrow"
|
248 |
+
- config_name: "cmip6_1985"
|
249 |
+
data_files:
|
250 |
+
- split: train
|
251 |
+
path: "cmip6_1985/*.arrow"
|
252 |
+
- config_name: "cmip6_1990"
|
253 |
+
data_files:
|
254 |
+
- split: train
|
255 |
+
path: "cmip6_1990/*.arrow"
|
256 |
+
- config_name: "cmip6_1995"
|
257 |
+
data_files:
|
258 |
+
- split: train
|
259 |
+
path: "cmip6_1995/*.arrow"
|
260 |
+
- config_name: "cmip6_2000"
|
261 |
+
data_files:
|
262 |
+
- split: train
|
263 |
+
path: "cmip6_2000/*.arrow"
|
264 |
+
- config_name: "cmip6_2005"
|
265 |
+
data_files:
|
266 |
+
- split: train
|
267 |
+
path: "cmip6_2005/*.arrow"
|
268 |
+
- config_name: "cmip6_2010"
|
269 |
+
data_files:
|
270 |
+
- split: train
|
271 |
+
path: "cmip6_2010/*.arrow"
|
272 |
+
- config_name: "cockatoo"
|
273 |
+
data_files:
|
274 |
+
- split: train
|
275 |
+
path: "cockatoo/*.arrow"
|
276 |
+
- config_name: "covid19_energy"
|
277 |
+
data_files:
|
278 |
+
- split: train
|
279 |
+
path: "covid19_energy/*.arrow"
|
280 |
+
- config_name: "covid_deaths"
|
281 |
+
data_files:
|
282 |
+
- split: train
|
283 |
+
path: "covid_deaths/*.arrow"
|
284 |
+
- config_name: "covid_mobility"
|
285 |
+
data_files:
|
286 |
+
- split: train
|
287 |
+
path: "covid_mobility/*.arrow"
|
288 |
+
- config_name: "elecdemand"
|
289 |
+
data_files:
|
290 |
+
- split: train
|
291 |
+
path: "elecdemand/*.arrow"
|
292 |
+
- config_name: "elf"
|
293 |
+
data_files:
|
294 |
+
- split: train
|
295 |
+
path: "elf/*.arrow"
|
296 |
+
- config_name: "era5"
|
297 |
+
data_files:
|
298 |
+
- split: train
|
299 |
+
path: "era5_*/*.arrow"
|
300 |
+
- config_name: "era5_1989"
|
301 |
+
data_files:
|
302 |
+
- split: train
|
303 |
+
path: "era5_1989/*.arrow"
|
304 |
+
- config_name: "era5_1990"
|
305 |
+
data_files:
|
306 |
+
- split: train
|
307 |
+
path: "era5_1990/*.arrow"
|
308 |
+
- config_name: "era5_1991"
|
309 |
+
data_files:
|
310 |
+
- split: train
|
311 |
+
path: "era5_1991/*.arrow"
|
312 |
+
- config_name: "era5_1992"
|
313 |
+
data_files:
|
314 |
+
- split: train
|
315 |
+
path: "era5_1992/*.arrow"
|
316 |
+
- config_name: "era5_1993"
|
317 |
+
data_files:
|
318 |
+
- split: train
|
319 |
+
path: "era5_1993/*.arrow"
|
320 |
+
- config_name: "era5_1994"
|
321 |
+
data_files:
|
322 |
+
- split: train
|
323 |
+
path: "era5_1994/*.arrow"
|
324 |
+
- config_name: "era5_1995"
|
325 |
+
data_files:
|
326 |
+
- split: train
|
327 |
+
path: "era5_1995/*.arrow"
|
328 |
+
- config_name: "era5_1996"
|
329 |
+
data_files:
|
330 |
+
- split: train
|
331 |
+
path: "era5_1996/*.arrow"
|
332 |
+
- config_name: "era5_1997"
|
333 |
+
data_files:
|
334 |
+
- split: train
|
335 |
+
path: "era5_1997/*.arrow"
|
336 |
+
- config_name: "era5_1998"
|
337 |
+
data_files:
|
338 |
+
- split: train
|
339 |
+
path: "era5_1998/*.arrow"
|
340 |
+
- config_name: "era5_1999"
|
341 |
+
data_files:
|
342 |
+
- split: train
|
343 |
+
path: "era5_1999/*.arrow"
|
344 |
+
- config_name: "era5_2000"
|
345 |
+
data_files:
|
346 |
+
- split: train
|
347 |
+
path: "era5_2000/*.arrow"
|
348 |
+
- config_name: "era5_2001"
|
349 |
+
data_files:
|
350 |
+
- split: train
|
351 |
+
path: "era5_2001/*.arrow"
|
352 |
+
- config_name: "era5_2002"
|
353 |
+
data_files:
|
354 |
+
- split: train
|
355 |
+
path: "era5_2002/*.arrow"
|
356 |
+
- config_name: "era5_2003"
|
357 |
+
data_files:
|
358 |
+
- split: train
|
359 |
+
path: "era5_2003/*.arrow"
|
360 |
+
- config_name: "era5_2004"
|
361 |
+
data_files:
|
362 |
+
- split: train
|
363 |
+
path: "era5_2004/*.arrow"
|
364 |
+
- config_name: "era5_2005"
|
365 |
+
data_files:
|
366 |
+
- split: train
|
367 |
+
path: "era5_2005/*.arrow"
|
368 |
+
- config_name: "era5_2006"
|
369 |
+
data_files:
|
370 |
+
- split: train
|
371 |
+
path: "era5_2006/*.arrow"
|
372 |
+
- config_name: "era5_2007"
|
373 |
+
data_files:
|
374 |
+
- split: train
|
375 |
+
path: "era5_2007/*.arrow"
|
376 |
+
- config_name: "era5_2008"
|
377 |
+
data_files:
|
378 |
+
- split: train
|
379 |
+
path: "era5_2008/*.arrow"
|
380 |
+
- config_name: "era5_2009"
|
381 |
+
data_files:
|
382 |
+
- split: train
|
383 |
+
path: "era5_2009/*.arrow"
|
384 |
+
- config_name: "era5_2010"
|
385 |
+
data_files:
|
386 |
+
- split: train
|
387 |
+
path: "era5_2010/*.arrow"
|
388 |
+
- config_name: "era5_2011"
|
389 |
+
data_files:
|
390 |
+
- split: train
|
391 |
+
path: "era5_2011/*.arrow"
|
392 |
+
- config_name: "era5_2012"
|
393 |
+
data_files:
|
394 |
+
- split: train
|
395 |
+
path: "era5_2012/*.arrow"
|
396 |
+
- config_name: "era5_2013"
|
397 |
+
data_files:
|
398 |
+
- split: train
|
399 |
+
path: "era5_2013/*.arrow"
|
400 |
+
- config_name: "era5_2014"
|
401 |
+
data_files:
|
402 |
+
- split: train
|
403 |
+
path: "era5_2014/*.arrow"
|
404 |
+
- config_name: "era5_2015"
|
405 |
+
data_files:
|
406 |
+
- split: train
|
407 |
+
path: "era5_2015/*.arrow"
|
408 |
+
- config_name: "era5_2016"
|
409 |
+
data_files:
|
410 |
+
- split: train
|
411 |
+
path: "era5_2016/*.arrow"
|
412 |
+
- config_name: "era5_2017"
|
413 |
+
data_files:
|
414 |
+
- split: train
|
415 |
+
path: "era5_2017/*.arrow"
|
416 |
+
- config_name: "era5_2018"
|
417 |
+
data_files:
|
418 |
+
- split: train
|
419 |
+
path: "era5_2018/*.arrow"
|
420 |
+
- 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"
|
473 |
+
data_files:
|
474 |
+
- split: train
|
475 |
+
path: "kdd2022/*.arrow"
|
476 |
+
- config_name: "kdd_cup_2018_with_missing"
|
477 |
+
data_files:
|
478 |
+
- split: train
|
479 |
+
path: "kdd_cup_2018_with_missing/*.arrow"
|
480 |
+
- config_name: "largest"
|
481 |
+
data_files:
|
482 |
+
- split: train
|
483 |
+
path: "largest_*/*.arrow"
|
484 |
+
- config_name: "largest_2017"
|
485 |
+
data_files:
|
486 |
+
- split: train
|
487 |
+
path: "largest_2017/*.arrow"
|
488 |
+
- config_name: "largest_2018"
|
489 |
+
data_files:
|
490 |
+
- split: train
|
491 |
+
path: "largest_2018/*.arrow"
|
492 |
+
- config_name: "largest_2019"
|
493 |
+
data_files:
|
494 |
+
- split: train
|
495 |
+
path: "largest_2019/*.arrow"
|
496 |
+
- config_name: "largest_2020"
|
497 |
+
data_files:
|
498 |
+
- split: train
|
499 |
+
path: "largest_2020/*.arrow"
|
500 |
+
- config_name: "largest_2021"
|
501 |
+
data_files:
|
502 |
+
- split: train
|
503 |
+
path: "largest_2021/*.arrow"
|
504 |
+
- config_name: "lcl"
|
505 |
+
data_files:
|
506 |
+
- split: train
|
507 |
+
path: "lcl/*.arrow"
|
508 |
+
- config_name: "london_smart_meters_with_missing"
|
509 |
+
data_files:
|
510 |
+
- split: train
|
511 |
+
path: "london_smart_meters_with_missing/*.arrow"
|
512 |
+
- config_name: "m1_monthly"
|
513 |
+
data_files:
|
514 |
+
- split: train
|
515 |
+
path: "m1_monthly/*.arrow"
|
516 |
+
- config_name: "m1_quarterly"
|
517 |
+
data_files:
|
518 |
+
- split: train
|
519 |
+
path: "m1_quarterly/*.arrow"
|
520 |
+
- config_name: "m1_yearly"
|
521 |
+
data_files:
|
522 |
+
- split: train
|
523 |
+
path: "m1_yearly/*.arrow"
|
524 |
+
- config_name: "m4_daily"
|
525 |
+
data_files:
|
526 |
+
- split: train
|
527 |
+
path: "m4_daily/*.arrow"
|
528 |
+
- config_name: "m4_hourly"
|
529 |
+
data_files:
|
530 |
+
- split: train
|
531 |
+
path: "m4_hourly/*.arrow"
|
532 |
+
- config_name: "m4_monthly"
|
533 |
+
data_files:
|
534 |
+
- split: train
|
535 |
+
path: "m4_monthly/*.arrow"
|
536 |
+
- config_name: "m4_quarterly"
|
537 |
+
data_files:
|
538 |
+
- split: train
|
539 |
+
path: "m4_quarterly/*.arrow"
|
540 |
+
- config_name: "m4_weekly"
|
541 |
+
data_files:
|
542 |
+
- split: train
|
543 |
+
path: "m4_weekly/*.arrow"
|
544 |
+
- config_name: "m4_yearly"
|
545 |
+
data_files:
|
546 |
+
- split: train
|
547 |
+
path: "m4_yearly/*.arrow"
|
548 |
+
- config_name: "m5"
|
549 |
+
data_files:
|
550 |
+
- split: train
|
551 |
+
path: "m5/*.arrow"
|
552 |
+
- config_name: "monash_m3_monthly"
|
553 |
+
data_files:
|
554 |
+
- split: train
|
555 |
+
path: "monash_m3_monthly/*.arrow"
|
556 |
+
- 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
|
587 |
+
path: "pedestrian_counts/*.arrow"
|
588 |
+
- config_name: "project_tycho"
|
589 |
+
data_files:
|
590 |
+
- split: train
|
591 |
+
path: "project_tycho/*.arrow"
|
592 |
+
- config_name: "residential_load_power"
|
593 |
+
data_files:
|
594 |
+
- split: train
|
595 |
+
path: "residential_load_power/*.arrow"
|
596 |
+
- config_name: "residential_pv_power"
|
597 |
+
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:
|
630 |
+
- split: train
|
631 |
+
path: "subseasonal/*.arrow"
|
632 |
+
- config_name: "subseasonal_precip"
|
633 |
+
data_files:
|
634 |
+
- split: train
|
635 |
+
path: "subseasonal_precip/*.arrow"
|
636 |
+
- 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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