Description of L2MM
source_code for L2MM (implement of L2MM model).
--L2MM: Learning to Map Matching with Deep Models for Low-Quality GPS Trajectory Data
Environment
pytorch
python 3.5
Usage
To run L2MM, run the following commands:
python begin.py
Datasets
We use two different datasets as follows.
Porto: https://www.kaggle.com/c/pkdd-15-taxi-trip-time-prediction-ii
CQ: a private dataset
For each dataset, we employ HMM to ocquire its ground truth.
Any comments and feedback are appreciated.