METO-S2S

This is a implementation of METO-S2S. The implementations of METO-S2S: A S2S based vessel trajectory prediction method with Multiple-semantic Encoder and Type-Oriented Decoder.

Requirements

Python 3.9 cd METO-S2S pip install requirements.txt

Data Processing

*.csv ---> *.json

cd preprocess
python traj_preprocessing.py

Model Running: train and test

Our trained model is listed in ./models/seq2seq.pkl.

cd algorithm
python seq2seq.py

Citation