In this article, I will take you through how to write a program to correct spellings with Python programming language. For this task, I will use an NLP library in Python known as TextBlob.
What is TextBlob?
TextBlob is a Python library for processing text data. It provides a simple API for delving into common natural language processing tasks such as tagging part of speech, extracting nominal sentences, analyzing feelings, classifying, translating, and more.
It provides some very useful features for Machine Learning projects like:
- Noun phrase extraction
- Part-of-speech tagging
- Sentiment analysis
- Word and phrase frequencies
- Word inflexion and lemmatization
- Spelling correction
- Add new models or languages through extensions
- WordNet integration
You can simply install the TextBlob library in your systems by writing a pip command; pip install textblob.
Correct Spellings with Python
Now, I will show you how to write a Python program to correct spellings:
Wrong words : ['Machne', 'Learnin'] Corrected Words are : Machine Learning
So this is how we can write a python program using the TextBlob library for correcting spellings. This feature can be used in Natural language processing projects in Machine Learning.
I hope you liked this article on how to write a program for correcting spellings with Python programming language. Feel free to ask your valuable questions in the comments section below.