{
  "slug": "time-series-library-2024",
  "title": "Time-Series-Library Benchmark Collection",
  "canonical_source_url": "https://huggingface.co/datasets/thuml/Time-Series-Library",
  "official_code_url": "https://github.com/thuml/Time-Series-Library",
  "paper_url": "https://arxiv.org/abs/2407.13278",
  "dataset_type": "time-series benchmark collection covering long-term forecasting, short-term forecasting, imputation, anomaly detection, and classification",
  "temporal_structure": "mostly regular numeric time series; the long-term forecasting subset includes ETT, Electricity, Traffic, Weather, Exchange, and ILI",
  "actions_or_interventions": "none; passive forecasting and representation/evaluation tasks",
  "suitability_note": "useful repository entry for the legacy LSF/LTSF datasets referenced by Toto; low-dimensional relative to HDTSF and often saturated by modern supervised baselines",
  "license_note": "Hugging Face dataset page lists CC BY 4.0; component-source terms should still be checked for downstream use",
  "toto_relevant_subset": ["ETTh1", "ETTh2", "ETTm1", "ETTm2", "Electricity", "Weather"],
  "created": "2026-05-15",
  "updated": "2026-05-15"
}