File size: 849 Bytes
8d4a568 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 | # TimeSeriesForecastingData
A collection of benchmark datasets widely used in time series forecasting research.
## Included Datasets
### ETT-small
Electricity Transformer Temperature dataset.
Files:
- ETTh1.csv
- ETTh2.csv
- ETTm1.csv
- ETTm2.csv
### Weather
Weather forecasting benchmark dataset.
Files:
- weather.csv
### Electricity
Electricity consumption forecasting dataset.
Files:
- electricity.csv
### Traffic
Traffic flow forecasting dataset.
Files:
- traffic.csv
### M4
M4 forecasting competition dataset.
Files:
- Yearly
- Quarterly
- Monthly
- Weekly
- Daily
- Hourly
## Applications
These datasets are widely used for evaluating:
- Informer
- Autoformer
- FEDformer
- TimesNet
- PatchTST
- iTransformer
- GPT4TS
- TimeLLM
- PID4TS
## License
Please follow the licenses and citation requirements of the original datasets. |