LibCity/M-LibCity
M-LibCity: An Open Source Library for Urban Spatio-temporal Prediction Models Based on MindSpore
This library helps urban planners and traffic managers predict city-wide spatio-temporal events like traffic conditions or movement patterns. It takes in historical traffic data, location information, and event logs, then outputs forecasts for traffic status, next-location predictions for vehicles, or estimated arrival times. Researchers and practitioners focused on smart city initiatives and transportation analytics would find this valuable.
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Use this if you are a researcher or practitioner in urban planning or transportation and need a robust toolkit for developing and testing spatio-temporal prediction models for city-scale data.
Not ideal if you are looking for a plug-and-play application for general data forecasting, or if your primary interest is not in urban spatio-temporal prediction.
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Language
Python
License
Apache-2.0
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Last pushed
Apr 12, 2024
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