4 shown

datasets

Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

01ts-arena /exchange_rate Exchange Rate Dataset Part of the TS Arena benchmarking suite for time-series foundation models. Description Daily exchange rates of 8 countries (1990-2016) Statistics Total samples: 7588 Features: 8 Train samples: 5311 Validation samples: 759 Test samples: 1518 Frequency: 1 day Preprocessing Standard normalization (zero mean, unit variance) Scaler fitted on training data only Train/Val/Test split: 70%/10%/20% Usage from datasets… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/exchange_rate.tabulartime-series-forecasting1K<n<10K0 likes288 downloads9mo agoHugging Face 02ts-arena /weather Weather Dataset Part of the TS Arena benchmarking suite for time-series foundation models. Description Max Planck Institute Weather Station - 2020 Statistics Total samples: 52696 Features: 21 Train samples: 36887 Validation samples: 5269 Test samples: 10540 Frequency: 10 minutes Preprocessing Standard normalization (zero mean, unit variance) Scaler fitted on training data only Train/Val/Test split: 70%/10%/20% Usage from datasets… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/weather.tabulartime-series-forecasting10K<n<100K0 likes213 downloads9mo agoHugging Face 03ts-arena /traffic Traffic Dataset Part of the TS Arena benchmarking suite for time-series foundation models. Description Road occupancy rates from 862 sensors in San Francisco Bay Area Statistics Total samples: 17544 Features: 862 Train samples: 12280 Validation samples: 1755 Test samples: 3509 Frequency: 1 hour Preprocessing Standard normalization (zero mean, unit variance) Scaler fitted on training data only Train/Val/Test split: 70%/10%/20% Usage… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/traffic.tabulartime-series-forecasting10K<n<100K0 likes151 downloads9mo agoHugging Face 04ts-arena /illness Illness Dataset Part of the TS Arena benchmarking suite for time-series foundation models. Description Influenza-like Illness weekly from CDC Statistics Total samples: 966 Features: 7 Train samples: 676 Validation samples: 96 Test samples: 194 Frequency: 1 week Preprocessing Standard normalization (zero mean, unit variance) Scaler fitted on training data only Train/Val/Test split: 70%/10%/20% Usage from datasets import load_dataset #… See the full description on the dataset page: https://huggingface.co/datasets/ts-arena/illness.tabulartime-series-forecastingn<1K0 likes133 downloads9mo agoHugging Face

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