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1. medark-map-match medark-map-match Public

   A map-matching error detection and rectification framework for vehicle trajectories

   Python

2. generative-trajectory-interpolation generative-trajectory-interpolation Public

   A trajectory interpolation model based on long short-term memory (LSTM) and generative adversarial network (GAN) that takes as an input a trajectory containing a gap (i.e., a sequence of missing tr…

   Jupyter Notebook 8

3. move-ucsb/move-similarity move-ucsb/move-similarity Public

   A movement-similarity-based framework to identify and understand variability in movement behavior by clustering trajectories and characterize them with environmental variables.

   Jupyter Notebook 1

4. move-ucsb/route-choice-preferences move-ucsb/route-choice-preferences Public

   A data-mining methodological framework to reveal drivers' route choice preferences from vehicle trajectory data through traffic-aware characterization and evaluation.

   Jupyter Notebook 1