kaggle-google-quest (19th place solution)
- build kaggle gpu image in your local env (because it's based on kaggle gpu image, which does not exist some-hub officially)
git clone git@github.com:Kaggle/docker-python.git; cd docker-python; ./build --gpu
- clone this repo
cd; git clone git@github.com:guchio3/kaggle-google-quest.git; cd kaggle-google-quest
- run commands
- shell :
docker-compose run shell- ex. debug using pudb
- python commands :
docker-compose run python {something.py}- train : ``
- predict : ``
- notebooks :
docker-compose run --service-ports jn
- shell :
- pip download -d ${SOME_DIR_NAME} ${PACKAGE_NAME} (on docker env)
- kaggle d init; vi dataset-metadata.json; kaggle d create (or version)
- (on kaggle notebook) !pip install --no-deps /kaggle/input/${YOUR_DATASET_NAME}/*