ComputerAssignments/CA10_knowledge_graphs/docs/EXECUTION_GUIDE.md

🚀 CA10 Knowledge Graphs - Complete Execution Guide

✅ Ready to Run!

The run.sh file has been successfully created and all necessary components for the complete execution of the CA10 Knowledge Graphs project are ready.

📋 What's Been Created:

Main Files:

• ✅ run.sh - Complete execution script (executable)
• ✅ main_execution.py - Main Python script
• ✅ test_setup.py - Setup testing script
• ✅ README_RUN.md - Complete English guide

Directories:

• ✅ src/ - Source code
• ✅ logs/ - Log files
• ✅ results/ - Analysis results
• ✅ visualization/ - Generated images

🎯 How to Run:

Method 1: Complete Execution (Recommended)

cd /Users/tahamajs/Documents/uni/Sysmem2_in_AI/CAs/CA10_knowledge_graphs
./run.sh

Method 2: Step-by-Step Execution

# 1. Install dependencies (no virtual environment needed)
pip install -r requirements.txt

# 2. Run main script
python main_execution.py

🔧 Script Features:

✨ Automatic Execution:

• Uses system Python environment (no virtual environment creation)
• Installs all dependencies
• Runs all notebook sections
• Saves high-quality images (300 DPI)
• Generates complete report

📊 Generated Outputs:

• Images: basic_knowledge_graph.png, advanced_scientific_network.png, transe_embeddings.png, distmult_embeddings.png, complex_embeddings.png, einstein_subgraph.png
• Results: JSON analysis and Markdown reports
• Logs: Execution log files

🧠 Executed Sections:

1. Basic Knowledge Graph - Creating and visualizing simple knowledge graph
2. Advanced Scientific Knowledge Graph - Analyzing scientific network with temporal features
3. Embedding Models - TransE, DistMult, and ComplEx
4. Reasoning and Querying - Reasoning examples and subgraph extraction
5. Reporting - Generating complete execution report

🎉 Ready to Use!

The run.sh script performs all necessary tasks:

• Uses system Python environment
• Installs dependencies
• Runs all notebook sections
• Saves images in visualization/ folder
• Saves results in results/ folder
• Generates complete report

Just run the command ./run.sh! 🚀

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This script runs all important sections of the CA10 notebook and saves results in an organized manner.