After cloning this repo, download and extract data, cache and output to the root of the cloned repo.
To create a submission for the Core Challenge, run
python inference_first_stage.py --city london
python inference_first_stage.py --city madrid
python inference_first_stage.py --city melbourne
python preprocess_core_xgb.py --city london
python preprocess_core_xgb.py --city madrid
python preprocess_core_xgb.py --city melbourne
python inference_core_xgb.py --city london
python inference_core_xgb.py --city madrid
python inference_core_xgb.py --city melbourne
python write_submission_core.py
This creates a submission file named cc_submission.zip under the output folder.
To create a submission for the Extended Challenge, run
python inference_first_stage.py --city london
python inference_first_stage.py --city madrid
python inference_first_stage.py --city melbourne
python preprocess_extended_lgb.py --city london
python preprocess_extended_lgb.py --city madrid
python preprocess_extended_lgb.py --city melbourne
python preprocess_extended_lgb_v2.py --city london
python preprocess_extended_lgb_v2.py --city madrid
python preprocess_extended_lgb_v2.py --city melbourne
python inference_extended_lgb.py --city london
python inference_extended_lgb.py --city madrid
python inference_extended_lgb.py --city melbourne
python write_submission_extended.py
This creates a submission file named eta_submission.zip under the output folder.