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| # -*- coding: utf-8 -*- | |
| """autocorrectreal.ipynb | |
| Automatically generated by Colaboratory. | |
| Original file is located at | |
| https://colab.research.google.com/drive/1aH5mYp1dxyn55XMjtVUllBvg37nqGVir | |
| """ | |
| import re | |
| w = [] | |
| with open('Autocorrect/words.txt', 'r') as f: | |
| file_name_data = f.read() | |
| file_name_data = file_name_data.lower() | |
| w = re.findall('\w+', file_name_data) | |
| from nltk.metrics.distance import edit_distance | |
| def edit(input_sentence): | |
| sentence = input_sentence.split() | |
| for i in sentence: | |
| if i.lower() in w: | |
| continue | |
| else: | |
| distances = ((edit_distance(i,word),word)for word in w) | |
| closest = min(distances) | |
| sentence[sentence.index(i)] = closest[1] | |
| output_sentence = ' '.join(sentence) | |
| return output_sentence |