Spell check for English using PyEnchant and spaCy

spellcheck_test.py

from __future__ import unicode_literals, print_function

# Install pyenchant: PyEnchant https://github.com/rfk/pyenchant
# Install spaCy: pip install spacy && python -m spacy download en

import spacy
import enchant

nlp = spacy.load('en_core_web_sm')
doc = nlp(u"This sentence is grammatically correct. THis sentence definately has sum mispeled wordz.")

# create a dictionary
d = enchant.Dict('en_US')

for token in doc:
    word = str(token)
    if not d.check(word):
        corrections = d.suggest(word)
        print("Misspelled word: {}".format(word))
        print("Suggested corrections: {}, {}".format(corrections[0], corrections[1]))