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readme.md

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+# 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.