# TTPNet

**Repository Path**: jiang-linwen/TTPNet

## Basic Information

- **Project Name**: TTPNet
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-06-30
- **Last Updated**: 2025-06-30

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# TTPNet
Travel Time Prediction Based on Tensor Decomposition and Graph Embedding

Our paper: https://doi.org/10.1109/TKDE.2020.3038259

## Data Description
The file in data folder is a dataset sampled in Beijing in October 2013. Each file contains only 1,000 GPS-based trajectories, not the complete dataset.

## Model Training
python main.py --task train --result_file ./result/TTPNet.res  --log_file TTPNet

## Model Evaluation
python main.py --task test --weight_file ./saved_weights/weight --result_file ./result/TTPNet.res