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Enhance documentation structure and formatting in INDEX.md and README.md for better readability and organization
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INDEX.md

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@@ -17,16 +17,19 @@ This document serves as a comprehensive index and navigation guide for the LeetC
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### By Difficulty Level
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#### Easy Problems
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| Problem # | Title | Topics | Folder | Status |
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|-----------|-------|--------|--------|--------|
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| 2894 | [Divisible and Non-divisible Sums Difference](Daily_Problems/DailyProblem5/) | Math, Array | DailyProblem5 | ✅ Complete |
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#### Medium Problems
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| Problem # | Title | Topics | Folder | Status |
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|-----------|-------|--------|--------|--------|
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| 1061 | [Lexicographically Smallest Equivalent String](Daily_Problems/DailyProblem7/) | Union Find, String | DailyProblem7 | ✅ Complete |
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#### Hard Problems
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| Problem # | Title | Topics | Folder | Status |
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|-----------|-------|--------|--------|--------|
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| 1639 | [Number of Ways to Form a Target String](Rgegular_Practice_Problems/Problem1/) | Dynamic Programming, String | Problem1 | ✅ Complete |
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| 1061 | Lexicographically Smallest Equivalent String | Medium | Path Compression, Lexicographical Union | Character Equivalence Classes |
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#### Array Manipulation
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| Problem # | Title | Difficulty | Array Techniques | Optimization |
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|-----------|-------|------------|------------------|--------------|
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| 2894 | Divisible Sums | Easy | Range Processing | Mathematical Formula |
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### By Problem Source
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#### Daily Challenge Problems
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Located in `Daily_Problems/`
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| Folder | Problem # | Title | Date Added | Completion |
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| DailyProblem7 | 1061 | Lexicographically Smallest Equivalent String | June 2025 | ✅ Complete |
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#### Practice Problems
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Located in `Rgegular_Practice_Problems/`
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| Folder | Problem # | Title | Focus Area | Completion |
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## 🔍 Search by Algorithm Pattern
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### Two Pointers
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- **Available**: None currently
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- **Planned**: Binary search problems, array manipulation
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### Sliding Window
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- **Available**: None currently
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- **Planned**: Substring problems, array optimization
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### Dynamic Programming
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-**[Problem 1639](Rgegular_Practice_Problems/Problem1/)**: 2D DP with space optimization
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- **Patterns covered**: 2D DP, space optimization, memoization
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### Hash Table/Map
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- **Used in**: Problem 1639 (character frequency counting)
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- **Patterns**: Frequency counting, lookup optimization
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### Mathematical Optimization
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-**[Problem 2894](Daily_Problems/DailyProblem5/)**: O(n) to O(1) optimization
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- **Patterns covered**: Arithmetic series, modular arithmetic
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### Graph Algorithms
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| Problem # | Title | Difficulty | Graph Techniques | Pattern |
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|-----------|-------|------------|------------------|---------|
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| 1298 | Maximum Candies from Boxes | Hard | BFS, State Management | Graph Traversal |
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- **Planned**: DFS/BFS problems, shortest path algorithms
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### Tree Algorithms
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- **Available**: None currently
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- **Planned**: Binary tree traversal, manipulation
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## 📊 Language Implementation Status
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### Implementation Matrix
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| Problem | C++ | Java | Python | JavaScript | Rust | Total |
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|---------|-----|------|--------|------------|------|-------|
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| 2894 |||||| 5/5 |
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### Language-Specific Features Demonstrated
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#### C++
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- **STL optimization**: Vector reserve, unordered containers
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- **Memory management**: Stack vs heap allocation
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- **Template usage**: Generic programming patterns
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- **Performance**: Compiler optimizations
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#### Java
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- **Collections framework**: ArrayList, HashMap optimization
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- **Stream API**: Functional programming patterns
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- **Memory management**: Object overhead considerations
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- **Enterprise patterns**: Robust error handling
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#### Python
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- **Pythonic code**: List comprehensions, built-in functions
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- **Data structures**: Collections module usage
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- **Type hints**: Modern Python development practices
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- **Readability**: Clean, maintainable code
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#### JavaScript
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- **Modern ES6+**: Arrow functions, destructuring, template literals
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- **Node.js compatibility**: Cross-platform development
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- **Performance**: V8 optimization awareness
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- **Functional programming**: Array methods, higher-order functions
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#### Rust
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- **Memory safety**: Ownership and borrowing
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- **Performance**: Zero-cost abstractions
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- **Error handling**: Result and Option types
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## 🎯 Learning Pathways
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### For Beginners
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1. **Start with**: [Problem 2894](Daily_Problems/DailyProblem5/) (Easy Math)
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2. **Learn**: Basic algorithm analysis, O(1) optimization
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3. **Languages**: Begin with Python or JavaScript
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4. **Focus**: Understanding problem-solving approach
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### For Intermediate Developers
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1. **Start with**: [Problem 1639](Rgegular_Practice_Problems/Problem1/) (Dynamic Programming)
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2. **Learn**: Space optimization, multiple approaches
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3. **Languages**: Try C++ or Java for performance insights
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4. **Focus**: Algorithm optimization and complexity analysis
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### For Advanced Programmers
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1. **Study**: All implementations across languages
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2. **Compare**: Performance characteristics and trade-offs
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3. **Contribute**: Add new problems or optimizations
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### By Learning Goal
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#### Algorithm Mastery
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- **Dynamic Programming**: Problem 1639
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- **Mathematical Optimization**: Problem 2894
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- **Coming soon**: Graph algorithms, tree manipulation
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#### Language Proficiency
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- **C++ Systems Programming**: Performance-critical implementations
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- **Java Enterprise**: Robust, maintainable solutions
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- **Python Data Science**: Readable, concise algorithms
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- **JavaScript Full-Stack**: Web-compatible implementations
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- **Rust Systems Safety**: Memory-safe high-performance code
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#### Performance Optimization
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- **Study**: [Performance Analysis](PERFORMANCE_ANALYSIS.md)
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- **Practice**: Multiple approaches for same problem
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- **Compare**: Cross-language performance characteristics
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### File Naming Conventions
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#### Documentation Files
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- `Problem.md`: Complete problem statement with examples and constraints
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- `Procedure.md`: Solution approach, complexity analysis, and cross-language comparison
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#### Implementation Files
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- `InC++.cpp`: C++ solution with STL optimization
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- `InJava.java`: Java solution with enterprise practices
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- `InPython.py`: Python solution with Pythonic patterns
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## 🔧 Development Workflow
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### Adding a New Problem
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1. **Choose location**: Daily vs Practice problems
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2. **Create folder**: Follow naming convention (ProblemX)
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3. **Add documentation**: Problem.md and Procedure.md
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7. **Update index**: Add to this navigation file
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### Quality Standards
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- **Correctness**: All solutions pass test cases
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- **Consistency**: Same algorithmic approach across languages
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- **Documentation**: Complete analysis and explanations
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## 📈 Repository Statistics
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### Current Status
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- **Total Problems**: 3 (1 Easy, 2 Hard)
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- **Total Languages**: 5 (C++, Java, Python, JavaScript, Rust)
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- **Total Implementation Files**: 15
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- **Total Documentation Files**: 6 problem docs + 5 repository docs
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- **Lines of Code**: ~3,500 (including tests and documentation)
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### Growth Metrics
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- **Problems per Month**: Target 4-6 new problems
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- **Language Coverage**: 100% for all implemented problems
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- **Documentation Completeness**: 100% (all required files present)
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## 🎯 Future Roadmap
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### Short Term (Next 30 Days)
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- [ ] Add 5 more problems across different difficulty levels
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- [ ] Implement binary search algorithm problems
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- [ ] Add automated testing framework
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- [ ] Create problem recommendation system
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### Medium Term (Next 90 Days)
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- [ ] Reach 15 total problems
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- [ ] Add graph algorithm problems (DFS, BFS)
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- [ ] Implement tree manipulation problems
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- [ ] Create interactive problem selector tool
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### Long Term (Next 6 Months)
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- [ ] Reach 50+ problems covering all major algorithm categories
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- [ ] Add advanced data structures (Segment Tree, Trie)
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- [ ] Create performance dashboard with real-time benchmarks
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### Finding Problems by Keyword
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#### Algorithm Keywords
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- **Dynamic Programming**: Problem 1639
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- **Math Optimization**: Problem 2894
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- **String Processing**: Problem 1639
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- **Array Manipulation**: Problem 2894
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#### Difficulty Keywords
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- **Easy**: Problem 2894
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- **Hard**: Problem 1639
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- **Interview Prep**: Both problems suitable
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#### Company Keywords
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- **Premium Problems**: Both current problems
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- **Popular Problems**: Problem 1639 (Hard DP)
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### Performance Comparisons
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Use [PERFORMANCE_ANALYSIS.md](PERFORMANCE_ANALYSIS.md) to find:
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- **Fastest Language**: C++ consistently
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- **Most Readable**: Python generally
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- **Best Balance**: Java for enterprise, JavaScript for web
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## 📞 Support and Contact
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### Getting Help
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- **Issues**: Use GitHub issues for bug reports
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- **Questions**: Start a discussion for general questions
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- **Contributions**: Follow [CONTRIBUTING.md](CONTRIBUTING.md) guidelines
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### Community
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- **Learning**: Use problems as study material
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- **Practice**: Implement solutions in your preferred language
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- **Contribute**: Add new problems or optimize existing ones

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