{ "cells": [ { "cell_type": "markdown", "id": "8bdb80d3-737a-4306-8c46-3408f98851db", "metadata": {}, "source": [ "# Data Augmentations guide\n", "\n", "This section will explain how to combine different data augmentations and create custom\n", "augmenters to apply during the pretraining (but also during fine-tuning phase).\n", "\n", "Different use cases with increased complexity will be presented. \n", "\n", "We hope this will help users understand how to use this module." ] }, { "cell_type": "markdown", "id": "3736b0c7-889a-45de-ad96-306a2a6d07c8", "metadata": {}, "source": [ "First, let's import the dataloading module and some other packages.\n", "\n", "
from selfeeg import augmentation \n",
"will automatically import all functions and classes from the two submodules.\n",
"\n",
"DynamicSingleAug is the type of the optional argument to extract. To assure compatibility with most of the operations, the class will extract only integers from the given range if a specific type is not given, but it is suggested to avoid resorting to such thing.\n",
"\n",
"