guchio3 / kaggle-google-quest

kaggle-google-quest (19th place solution)

env settings and its basic usage

1. 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 [e-mail]:Kaggle/docker-python.git; cd docker-python; ./build --gpu
2. clone this repo
   • cd; git clone [e-mail]:guchio3/kaggle-google-quest.git; cd kaggle-google-quest
3. 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

install packages into kaggle notebook

1. pip download -d ${SOME_DIR_NAME} ${PACKAGE_NAME} (on docker env)
2. kaggle d init; vi dataset-metadata.json; kaggle d create (or version)
3. (on kaggle notebook) !pip install --no-deps /kaggle/input/${YOUR_DATASET_NAME}/*