9x25dillon/enhanced-advanced-tokenizer

Enhanced Advanced Tokenizer System

🚀 Overview

Real implementation with actual NLP dependencies and working tokenization.

✅ Features

• Real Semantic Embeddings: Using sentence-transformers
• Mathematical Processing: SymPy and SciPy integration
• Named Entity Recognition: spaCy integration
• Fractal Analysis: Mathematical fractal features
• Fallback Support: Works even with missing dependencies
• High Performance: Optimized for production use

🛠 Installation

bash install_enhanced_deps.sh

🧪 Quick Test

python3 simple_working_test.py
python3 enhanced_tokenizer_minimal.py

📁 Files

• enhanced_advanced_tokenizer.py - Full implementation
• enhanced_tokenizer_minimal.py - Minimal with fallbacks
• install_enhanced_deps.sh - Installation script
• simple_working_test.py - Basic test

🔧 Dependencies

• PyTorch 1.9.0+
• Transformers 4.20.0+
• Sentence Transformers 2.2.0+
• spaCy 3.4.0+
• SymPy 1.11.0+
• SciPy 1.9.0+
• scikit-learn 1.1.0+

Ready for production use! 🎉