torch_timeseries.dataset
Forecast/Imputation Datasets
Traffic dataset for road occupancy rates in the San Francisco Bay area. |
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The collection of the daily exchange rates of eight foreign countries including Australia, British, Canada, Switzerland, China, Japan, New Zealand, and Singapore ranging from 1990 to 2016. |
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The dataset contains solar power production records for the year 2006, sampled every 5 minutes from 137 PV plants in Alabama State. |
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The raw dataset is available at https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014. |
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Electricity Transformer Temperature hourly. |
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Electricity Transformer Temperature hourly. |
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Electricity Transformer Temperature minutely~(15 minutes level). |
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Electricity Transformer Temperature minutely~(15 minutes level). |
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This dataset contains local climatological data for nearly 1,600 in US locations, covering 4 years from 2010 to 2013. |
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ILI (Influenza-Like Illness) records the weekly ratio of influenza-like illness patients versus the total patients by the Centers for Disease Control and Prevention (CDC) of the United States from 2002 to 2021. |
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The M4 forecasting competition, the continuation of the previous three ones organized by Spyros Makridakis (https://en.wikipedia.org/wiki/Makridakis_Competitions). |
Classification Datasets
Dataset class for datasets included in: Time Series Classification Archive (www.timeseriesclassification.com). |
AnomalyDetection Datasets
SWaT (Safe Water Treatment, Mathur & Tippenhauer (2016)) is obtained from 51 sensors in continuously operating critical infrastructure systems. |
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SMD (Server Machine Dataset, Su et al. (2019)) is a 5-week dataset collected from a large Internet company with 38 dimensions. |
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SMAP is a multidimensional time series dataset collected by NASA's Mars rover. |
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MSL is a public dataset from NASA with 55 dimensions showing the status of sensor and actuator data from the Mars Rover. |
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PSM is a public dataset from eBay's internal server nodes. |
Synthetic Datasets
Dummy dataset for testing purposes. |
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Dummy graph dataset for testing purposes. |
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