LibCity/Bigscity-LibCity
LibCity: An Open Library for Urban Spatial-temporal Data Mining
Provides a systematic pipeline for 9 traffic prediction tasks (flow, speed, ETA, trajectory prediction, etc.) with 74 pre-implemented models and 52 datasets, built on PyTorch. Features modular architecture enabling custom component injection, unified spatial-temporal data storage, and standardized evaluation metrics to ensure reproducibility across traffic forecasting research.
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Python
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Dec 18, 2024
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