/MSBD5001-kaggle

MSBD5001-kaggle

Primary LanguagePython

5001 Kaggle competition

docker build -t notebook .
docker run --runtime=nvidia --rm -dit -v $PWD:/py -w /py -p 20080:2233 notebook bash

lgb3_byday.py - main script for submission model. (plotting, training, model dump, prediction)

lgb_para_opt.py - hyper params tuning lib

download_wwo.py - download weather data via API

requirments.txt - library list

*.pkl - models dumped for prediction, the number repesent the MSE , but larger MSE better performance on leaderboard ,seems overfitted,

language: python3. docker env with GPU.