Please find the package here https://github.com/skjerns/AutoSleepScorer
This repository contains all the files for training and preprocessing. It's more a file dump for me than a usable repository. Most files are absolutely undocumented.
I have created a small script that trains a model using the EDFx-database: run_sample.py.
| File Name | Description |
|---|---|
| main files | |
run_sample.py |
Minimalistic script to download and train on the EDFx |
keras_utils.py |
Contains the CV and training routine, generators and checkpoints. Everything that uses keras |
tools.py |
Helper functions |
models.py |
All of the models used during my thesis |
sleeploader.py |
Creates sleep database from eeg files |
edfx_database.py |
Script for preparing the edfx database |
| others | |
test_xxx.py |
Some costum scripts for training under different conditions |