Update mcq_generator.py

mcq_generator.py

@@ -9,19 +9,20 @@ Original file is located at
 #MCQ Generation Using T5
 """
 
-# Improved MCQ Generator using T5 Model
-import torch
-from transformers import T5ForConditionalGeneration, T5Tokenizer, AutoModelForSeq2SeqLM, AutoTokenizer,pipeline
 import nltk
 import random
-from nltk.tokenize import sent_tokenize, word_tokenize
-from nltk.corpus import stopwords
-from nltk.tag import pos_tag
-from sklearn.feature_extraction.text import TfidfVectorizer
-from sklearn.metrics.pairwise import cosine_similarity
-import numpy as np
 import re
-import string
+import torch
+import spacy
+import pandas as pd
+import numpy as np
+from sklearn.feature_extraction.text import TfidfVectorizer
+from transformers import pipeline, T5ForConditionalGeneration, T5Tokenizer, AutoModelForQuestionAnswering, AutoTokenizer
+from nltk.corpus import wordnet as wn
+from nltk.corpus import stopwords
+from nltk import pos_tag, word_tokenize
+from sentence_transformers import SentenceTransformer, util
+from rouge import Rouge
 
 # Download required NLTK packages
 nltk.download('punkt')