<commit_before>'''Extra functions for build-in datasets

'''

import torchvision.transforms as transforms

def build_transforms(normalize=True, center_crop=None, image_size=None,
                     random_crop=None, flip=None, random_resize_crop=None,
                     random_sized_crop=None, use_sobel=False):

    transform_ = []
<commit_msg>Flake8 on utils.py.<commit_after>'''Extra functions for build-in datasets

'''

import torchvision.transforms as transforms


def build_transforms(normalize=True, center_crop=None, image_size=None,
                     random_crop=None, flip=None, random_resize_crop=None,
                     random_sized_crop=None, use_sobel=False):
    transform_ = []

{'fraction_non_alphanumeric': 0.09348441926345609, 'fraction_numerical': 0.00141643059490085, 'mean_word_length': 3.6209150326797386, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '2250806', 'n_tokens_mistral': 221, 'n_tokens_neox': 211, 'n_words': 40}