AIMedical2021

My Approach

Slides: Link

Best Single Model

Final Submit

Environment

Docker build

docker build -t aimedical2021:v0 ./

Docker run

docker run -it --rm --name aimedical0\
 --gpus all --shm-size=100g\
 -v $PWD:/workspace\
 -p 8888:8888 -p 6006:6006 --ip=host\
 aimedical2021:v0

Directory tree

AIMedical2021
|-- Dockerfile
|-- README.md
|-- data
|   |-- df_test.csv
|   |-- df_train.csv
|   |-- ecg
|   |-- sample_submission.csv
|   |-- test.csv
|   `-- train.csv
|-- eda
|   `-- eda001_create_fold.ipynb
|-- ensemble
|   |-- ensemble001.ipynb
|   `-- sub
|-- exp
|   |-- exp001
|   |-- exp002
|   |-- exp004
|   |-- exp009
|   `-- exp011   
`-- run.sh

Train

sh run.sh

Ensemble

See ./ensemble/ensemble001.ipynb