Usage Guide

Here is how you can use this project.

Installation

Run pip install seawrd to get started.

Usage

To use the SEAWRD package, first have a data file or use the example data file DNN_data_IOP_Aguichine2021.dat. Create a npz file from the data file using the DatasetPreprocessor class from preprocessing_data.py using the following command:

python -m seawrd.preprocessing_data DNN_data_IOP_Aguichine2021.dat --output_file data.npz

Then consider changing the default configuration file seawrd_default.toml to your needs, or provide a custom configuration file. Finally, run the training script with the following command:

python -m seawrd.train data.npz

or with a custom configuration file:

python -m seawrd.train data.npz --config custom_config.toml