Science4cast2021

Data Preparation

After cloning this repo, download and extract data to the data folder:

|-- data
|   |-- CompetitionSet2017_3.pkl
|   |-- TrainSet2014_3.pkl
|   |-- TrainSet2014_3_solution.pkl

Usage

To create a submission, run

python preprocess_gbm.py
python preprocess_gnn.py
python inference_gbm.py
python inference_gnn.py
python blend.py

This creates a submission file named submission.json under the submission folder.

Acknowledgements

This repository is based on science4cast from the Institute of Advanced Research in Artificial Intelligence (IARAI).