University of Liverpool - Ion Switching challenge on Kaggle https://www.kaggle.com/c/liverpool-ion-switching/data

Clone

• Clone this repo to your local machine using https://github.com/cyberpunk317/ion_switching.git

Setup and run end-to-end

Via Docker

Before proceeding, ensure you have docker installed on your system. Then, in the project directory:

$ docker build -t ion_switching:v1 .
$ docker run ion_switching:v1

Manually

Firstly, install the required packages.

$ pip install -r requirements.txt

Now run bash-script that will launch training process

$ sh run.sh

Inference

After the training is complete, model parameters are loaded into models/ folder. To examine actual predictions, run in shell:

$ cd models/
$ cat submission.csv | less