yaodi833 / TrajDPM

Code and data of the paper "Deep Dirichlet Process Mixture Model for Non-parametric Trajectory Clustering"

TrajDPM

Code and data of the paper "Deep Dirichlet Process Mixture Model for Non-parametric Trajectory Clustering"

dataset

We provide the Singapore dataset, which can be downloaded from the following link.Please place the dataset in ./dataset/Singapore.

pretrain

python main.py --name Singapore  --mode pretrain --pretrain_epochs 10

The results of the pretrain will be placed in ./model/ (please create one manually if it doesn't exist)

train

python main.py --name Singapore  --mode train --epochs 10 --alternate

The output of the trained encoder will be placed in ./embeddings/ (please create one manually if it doesn't exist)