import pkg_resources, string from symspellpy import SymSpell, Verbosity spell = SymSpell(max_dictionary_edit_distance=2, prefix_length=7) dictionary_path = pkg_resources.resource_filename('symspellpy', 'frequency_dictionary_en_82_765.txt') spell.load_dictionary(dictionary_path, term_index=0, count_index=1) def correct(w): word = w o = spell.lookup(w, Verbosity.CLOSEST, max_edit_distance=2, transfer_casing=True) if not o: return w word = o[0].term if w[0].isupper(): word = word[0].upper() + ''.join(word[1:]) # find start punctuation start_idx = 0 start_punct = '' while w[start_idx] in string.punctuation: start_punct += w[start_idx] if start_idx + 1 < len(w): start_idx += 1 else: break # find end punctuation end_idx = 1 end_punct = '' while w[-end_idx] in string.punctuation: end_punct += w[-end_idx] if end_idx - 1 > 0: end_idx -= 1 else: break return start_punct + word + end_punct s = '''Now that we have carried our geographical analogy quite far, we return to the uestion of isomorphisms between brains. You might well wonder why this whole uestion of brain isomorphisms has been stressed so much. What does it matter if two rains are isomorphic, or quasi-isomorphic, or not isomorphic at all? The answer is that e have an intuitive sense that, although other people differ from us in important ways, hey are still "the same" as we are in some deep and important ways. It would be nstructive to be able to pinpoint what this invariant core of human intelligence is, and hen to be able to describe the kinds of "embellishments" which can be added to it, aking each one of us a unique embodiment of this abstract and mysterious quality alled "intelligence".''' cleaned = ' '.join([correct(w) for w in s.split()]) print(cleaned)
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