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
- .gitattributes +55 -0
- BEIJING_SUBWAY_30MIN/data-00000-of-00001.arrow +3 -0
- BEIJING_SUBWAY_30MIN/dataset_info.json +63 -0
- BEIJING_SUBWAY_30MIN/state.json +13 -0
- HZMETRO/data-00000-of-00001.arrow +3 -0
- HZMETRO/dataset_info.json +52 -0
- HZMETRO/state.json +13 -0
- LOOP_SEATTLE/data-00000-of-00001.arrow +3 -0
- LOOP_SEATTLE/dataset_info.json +48 -0
- LOOP_SEATTLE/state.json +13 -0
- LOS_LOOP/data-00000-of-00001.arrow +3 -0
- LOS_LOOP/dataset_info.json +48 -0
- LOS_LOOP/state.json +13 -0
- M_DENSE/data-00000-of-00001.arrow +3 -0
- M_DENSE/dataset_info.json +59 -0
- M_DENSE/state.json +13 -0
- PEMS03/data-00000-of-00001.arrow +3 -0
- PEMS03/dataset_info.json +48 -0
- PEMS03/state.json +13 -0
- PEMS04/data-00000-of-00001.arrow +3 -0
- PEMS04/dataset_info.json +52 -0
- PEMS04/state.json +13 -0
- PEMS07/data-00000-of-00001.arrow +3 -0
- PEMS07/dataset_info.json +48 -0
- PEMS07/state.json +13 -0
- PEMS08/data-00000-of-00001.arrow +3 -0
- PEMS08/dataset_info.json +52 -0
- PEMS08/state.json +13 -0
- PEMS_BAY/data-00000-of-00001.arrow +3 -0
- PEMS_BAY/dataset_info.json +48 -0
- PEMS_BAY/state.json +13 -0
- Q-TRAFFIC/data-00000-of-00003.arrow +3 -0
- Q-TRAFFIC/data-00001-of-00003.arrow +3 -0
- Q-TRAFFIC/data-00002-of-00003.arrow +3 -0
- Q-TRAFFIC/dataset_info.json +53 -0
- Q-TRAFFIC/state.json +19 -0
- README.md +723 -0
- SHMETRO/data-00000-of-00001.arrow +3 -0
- SHMETRO/dataset_info.json +52 -0
- SHMETRO/state.json +13 -0
- SZ_TAXI/data-00000-of-00001.arrow +3 -0
- SZ_TAXI/dataset_info.json +48 -0
- SZ_TAXI/state.json +13 -0
- alibaba_cluster_trace_2018/data-00000-of-00010.arrow +3 -0
- alibaba_cluster_trace_2018/data-00001-of-00010.arrow +3 -0
- alibaba_cluster_trace_2018/data-00002-of-00010.arrow +3 -0
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- alibaba_cluster_trace_2018/data-00006-of-00010.arrow +3 -0
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| 4 |
+
"config_name": "default",
|
| 5 |
+
"dataset_name": "Q-TRAFFIC",
|
| 6 |
+
"dataset_size": 1059036636,
|
| 7 |
+
"description": "",
|
| 8 |
+
"download_checksums": {},
|
| 9 |
+
"download_size": 0,
|
| 10 |
+
"features": {
|
| 11 |
+
"item_id": {
|
| 12 |
+
"dtype": "string",
|
| 13 |
+
"_type": "Value"
|
| 14 |
+
},
|
| 15 |
+
"start": {
|
| 16 |
+
"dtype": "timestamp[s]",
|
| 17 |
+
"_type": "Value"
|
| 18 |
+
},
|
| 19 |
+
"freq": {
|
| 20 |
+
"dtype": "string",
|
| 21 |
+
"_type": "Value"
|
| 22 |
+
},
|
| 23 |
+
"target": {
|
| 24 |
+
"feature": {
|
| 25 |
+
"dtype": "float32",
|
| 26 |
+
"_type": "Value"
|
| 27 |
+
},
|
| 28 |
+
"_type": "Sequence"
|
| 29 |
+
}
|
| 30 |
+
},
|
| 31 |
+
"homepage": "",
|
| 32 |
+
"license": "",
|
| 33 |
+
"size_in_bytes": 1059036636,
|
| 34 |
+
"splits": {
|
| 35 |
+
"train": {
|
| 36 |
+
"name": "train",
|
| 37 |
+
"num_bytes": 1059036636,
|
| 38 |
+
"num_examples": 45148,
|
| 39 |
+
"shard_lengths": [
|
| 40 |
+
22000,
|
| 41 |
+
22000,
|
| 42 |
+
1148
|
| 43 |
+
],
|
| 44 |
+
"dataset_name": "generator"
|
| 45 |
+
}
|
| 46 |
+
},
|
| 47 |
+
"version": {
|
| 48 |
+
"version_str": "0.0.0",
|
| 49 |
+
"major": 0,
|
| 50 |
+
"minor": 0,
|
| 51 |
+
"patch": 0
|
| 52 |
+
}
|
| 53 |
+
}
|
Q-TRAFFIC/state.json
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_data_files": [
|
| 3 |
+
{
|
| 4 |
+
"filename": "data-00000-of-00003.arrow"
|
| 5 |
+
},
|
| 6 |
+
{
|
| 7 |
+
"filename": "data-00001-of-00003.arrow"
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"filename": "data-00002-of-00003.arrow"
|
| 11 |
+
}
|
| 12 |
+
],
|
| 13 |
+
"_fingerprint": "75a0d86d54b22c10",
|
| 14 |
+
"_format_columns": null,
|
| 15 |
+
"_format_kwargs": {},
|
| 16 |
+
"_format_type": null,
|
| 17 |
+
"_output_all_columns": false,
|
| 18 |
+
"_split": "train"
|
| 19 |
+
}
|
README.md
ADDED
|
@@ -0,0 +1,723 @@
|
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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 |
+
```
|
SHMETRO/data-00000-of-00001.arrow
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a82c8721e2731057203347e5d54226175c7d95c36f5cf51fa726129cefb9e9a
|
| 3 |
+
size 20305632
|
SHMETRO/dataset_info.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"builder_name": "generator",
|
| 3 |
+
"citation": "",
|
| 4 |
+
"config_name": "default",
|
| 5 |
+
"dataset_name": "SHMETRO",
|
| 6 |
+
"dataset_size": 20304466,
|
| 7 |
+
"description": "",
|
| 8 |
+
"download_checksums": {},
|
| 9 |
+
"download_size": 0,
|
| 10 |
+
"features": {
|
| 11 |
+
"item_id": {
|
| 12 |
+
"dtype": "string",
|
| 13 |
+
"_type": "Value"
|
| 14 |
+
},
|
| 15 |
+
"start": {
|
| 16 |
+
"dtype": "timestamp[s]",
|
| 17 |
+
"_type": "Value"
|
| 18 |
+
},
|
| 19 |
+
"freq": {
|
| 20 |
+
"dtype": "string",
|
| 21 |
+
"_type": "Value"
|
| 22 |
+
},
|
| 23 |
+
"target": {
|
| 24 |
+
"feature": {
|
| 25 |
+
"feature": {
|
| 26 |
+
"dtype": "float32",
|
| 27 |
+
"_type": "Value"
|
| 28 |
+
},
|
| 29 |
+
"_type": "Sequence"
|
| 30 |
+
},
|
| 31 |
+
"length": 2,
|
| 32 |
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| 33 |
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SHMETRO/state.json
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