def __getitem__(self, index): x = self.data[index] y = self.targets[index]

# This method is used to retrieve a single item from the dataset.

# Parameters:
# - index: the index of the item to retrieve

# Returns:
# A tuple containing the input data (x) and the corresponding label/target (y)

# Example usage:
# dataset = MyDataset(...)
# x, y = dataset[0] # retrieve the first item in the dataset

def __getitem__(self, index):
x = self.data[index]
y = self.targets[index]
return x, y