Traffic Management Challenge
To Train
- Create a log/saving dir
mkdir <dir>
- Preprocess data
python traffic/dataprocess.py --logdir <dir> --data_path <data_path>
- Train model
python traffic/trainpred.py --logdir <dir>
- Train model with new data within same geohash range
python traffic/trainpred.py --logdir <dir> --data_path <data_path>
To Test
python traffic/trainpred.py --logdir <dir> --test --data_path <data_path>
To Run Pred
python traffic/trainpred.py --logdir <dir> --prediction --data_path <data_path>
*Note : --timestamp option in trainpred to include timestamp in training timestamp is not included in training by default as it perform similar loss but train slower.