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import shutil | |
import time | |
from datetime import datetime | |
from exif import Image | |
from pathlib import Path | |
import re | |
import ffmpeg | |
import logging | |
from datetime import datetime, timedelta |
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import os | |
import pandas as pd | |
import numpy as np | |
from pathlib import Path | |
import random | |
import multiprocessing as mp | |
from tqdm.notebook import tqdm | |
import time | |
import json |
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# Towards homework 1 of XCS224U | |
from multiprocessing import Pool | |
import pandas as pd | |
import spacy | |
from pathlib import Path | |
df = pd.read_csv('books_and_genres.csv') | |
nlp = spacy.load('en_core_web_sm') |