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Documentation Index

This directory contains comprehensive documentation for the Dynamic Pricing Strategies ML system.

📋 Documentation Overview

For Developers & Technical Teams

• TECHNICAL_DOCUMENTATION.md - Complete technical specifications with system architecture, API documentation, and implementation details
• API_REFERENCE.md - Detailed function-level documentation with parameters, examples, and performance specifications
• DEVELOPER_GUIDE.md - Development setup, testing frameworks, extension patterns, and deployment strategies

For Business Stakeholders

• BUSINESS_ANALYST_GUIDE.md - Business-focused guide with pricing concepts, ROI analysis, and implementation roadmap

Visual Documentation

This directory contains flow diagrams and architectural visualizations:

System Architecture

• system_architecture_diagram.png - Overall system architecture with data flow
• price_optimization_flow.png - Revenue optimization process flow

Algorithm Flows

• rule_based_flow_diagram.png - Rule-based pricing decision tree
• ml_training_flow_diagram.png - Machine learning model training process

🎯 Quick Navigation

By Audience

• Software Developers → TECHNICAL_DOCUMENTATION.md + DEVELOPER_GUIDE.md
• Data Scientists → API_REFERENCE.md + Flow Diagrams
• Business Analysts → BUSINESS_ANALYST_GUIDE.md
• Project Managers → BUSINESS_ANALYST_GUIDE.md (Implementation Roadmap section)

By Topic

• System Architecture → TECHNICAL_DOCUMENTATION.md + system_architecture_diagram.png
• API Usage → API_REFERENCE.md
• Algorithm Implementation → DEVELOPER_GUIDE.md + Algorithm Flow Diagrams
• Business Implementation → BUSINESS_ANALYST_GUIDE.md

📊 Documentation Coverage

Component	Technical Docs	API Reference	Business Guide	Visual Diagrams
Data Generation	✅ Complete	✅ Complete	✅ Overview	✅ Architecture
Rule-based Pricing	✅ Complete	✅ Complete	✅ Complete	✅ Flow Diagram
ML Algorithms	✅ Complete	✅ Complete	✅ Business Impact	✅ Training Flow
Revenue Optimization	✅ Complete	✅ Complete	✅ ROI Analysis	✅ Process Flow
System Integration	✅ Complete	✅ Performance	✅ Implementation	✅ Architecture

🚀 Getting Started

1. First Time Users - Start with README.md for quick overview
2. Developers - Review TECHNICAL_DOCUMENTATION.md for architecture
3. Business Users - Begin with BUSINESS_ANALYST_GUIDE.md for concepts
4. Implementation Teams - Use DEVELOPER_GUIDE.md for setup and deployment

📈 Documentation Metrics

• Total Documentation: 100+ pages of comprehensive coverage
• Code Examples: 50+ practical implementation examples
• Visual Diagrams: 4 detailed flow diagrams
• API Functions: Complete documentation of all 15+ core functions
• Business Concepts: 50+ terms in comprehensive glossary

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All documentation is maintained to provide complete coverage for implementing dynamic pricing strategies at scale.