Grab AI Challenge

Machine Learning model for Driving Safety Challenge

How to Run

Dowload dataset to folder

wget https://s3-ap-southeast-1.amazonaws.com/grab-aiforsea-dataset/safety.zip
unzip safety.zip
cd safety

Requirements

The notebook require following packages installed, please run following commands :

pip install scikit-optimize
pip install xgboost
pip install tsfresh
pip install dask

Run the jupyter notebook

Open grab_notebook.ipynb and run the all commands