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AutoCorrect Tool
Created a tool to detect and correct spelling errors using Levenshtein Distance algorithm, providing suggestions from a dictionary.
Algorithms
NLP
Tool Development
Advanced text correction with AI-powered suggestions
Project Overview
An intelligent text processing tool that implements advanced string matching algorithms to provide spelling correction suggestions. This project demonstrates algorithmic thinking and natural language processing concepts.
Key Features
- Levenshtein Distance algorithm implementation
- Dictionary-based word suggestions
- Real-time spell checking
- Customizable suggestion ranking
- Multiple language support framework
- Performance optimization for large dictionaries
Technologies Used
Python
Core algorithm implementation
Dynamic Programming
Efficient distance calculation
Data Structures
Dictionary and trie optimization
String Algorithms
Text processing and matching
Challenges & Solutions
- Optimizing algorithm performance for real-time use
- Balancing suggestion accuracy with speed
- Handling edge cases in text processing
Project Details
Duration: 1 month
Solo Project
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