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Challenge: Improving Our Basic Spellchecker

Explore techniques to improve a basic spellchecker by experimenting with various methods and a large test set of real spelling errors. Learn to evaluate and enhance the model’s performance beyond a 74% accuracy target, preparing you for more advanced grammar correction projects.

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Problem statement

Below, we’ve provided the completed spellchecker, but feel free to copy and paste your own here. A much larger test set of words for testing the model is also included in test_set.txt file. This time, the test ...