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.
Also, Read – 100+ Machine Learning Projects Solved and Explained.
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.