Aethelix Documentation#

Complete documentation for the Aethelix Satellite Causal Inference Framework.

Quick Links#

Getting Started (Start here!)#

1. Table of Contents - Full documentation structure
2. Introduction - What is Aethelix and why use it
3. Installation - Set up your environment
4. Quick Start - Run your first example (5 min)

Using Aethelix#

5. Running the Framework - How to execute workflows
6. Configuration - Tune parameters
7. Output Interpretation - Understand the results

Deep Dive#

8. Architecture - System design overview
9. Causal Graph - Graph structure and design
10. Inference Algorithm - How reasoning works

Reference#

11. API Reference - Module documentation
12. Python Library - Use as a library
13. Rust Integration - High-performance features

Advanced Topics#

14. Simulation & Testing - Create test scenarios
15. Custom Scenarios - Domain-specific use cases
16. Performance Tuning - Optimize speed
17. Deployment - Production setup
18. Troubleshooting - Fix issues
19. Monitoring - Runtime observation

Development#

20. Development Setup - Local development
21. Contributing - Contribute code
22. Testing Framework - Test infrastructure

Reference#

23. Glossary - Terminology
24. FAQ - Common questions
25. Bibliography - Academic references

Usage Paths#

I'm new to Aethelix#

-> Read: Introduction -> Installation -> Quick Start

I want to run it#

-> Read: Running the Framework -> Configuration

I want to understand it#

-> Read: Architecture -> Causal Graph -> Inference Algorithm

I want to use it as a library#

-> Read: Installation -> Python Library -> API Reference

I want to deploy it#

-> Read: Deployment -> Monitoring -> Troubleshooting

I want to contribute#

-> Read: Development Setup -> Contributing -> Testing Framework

Document Overview#

Converting to PDF#

Option 1: Using Pandoc#

Install pandoc: https://pandoc.org/installing.html

# Generate single PDF from all documents
pandoc 00_TABLE_OF_CONTENTS.md 01_INTRODUCTION.md 02_INSTALLATION.md \
       03_QUICKSTART.md 04_RUNNING_FRAMEWORK.md 05_CONFIGURATION.md \
       06_OUTPUT_INTERPRETATION.md 07_ARCHITECTURE.md 08_CAUSAL_GRAPH.md \
       09_INFERENCE_ALGORITHM.md 10_API_REFERENCE.md 11_PYTHON_LIBRARY.md \
       12_RUST_INTEGRATION.md 13_SIMULATION.md 14_CUSTOM_SCENARIOS.md \
       15_PERFORMANCE.md 16_DEPLOYMENT.md 17_TROUBLESHOOTING.md \
       18_MONITORING.md 19_DEVELOPMENT.md 20_CONTRIBUTING.md \
       21_TESTING.md 22_GLOSSARY.md 23_FAQ.md 24_REFERENCES.md \
       -o aethelix_documentation.pdf

Option 2: Using Python#

import os
import subprocess

docs = [
    "00_TABLE_OF_CONTENTS.md",
    "01_INTRODUCTION.md",
    "02_INSTALLATION.md",
    # ... all other documents
]

# Concatenate all documents
full_content = ""
for doc in docs:
    with open(doc, "r") as f:
        full_content += f.read() + "\n\n"

with open("FULL_DOCUMENTATION.md", "w") as f:
    f.write(full_content)

# Convert to PDF
subprocess.run([
    "pandoc",
    "FULL_DOCUMENTATION.md",
    "-o", "aethelix_documentation.pdf",
    "--toc",
    "--toc-depth=2",
    "-V", "papersize=a4",
    "-V", "geometry:margin=1in",
])

Option 3: Using MkDocs#

Create mkdocs.yml:

site_name: Aethelix Documentation
site_description: Satellite Causal Inference Framework
site_author: Your Name
site_url: https://example.com

nav:
  - Home: index.md
  - Getting Started:
    - Introduction: "01_INTRODUCTION.md"
    - Installation: "02_INSTALLATION.md"
    - Quick Start: "03_QUICKSTART.md"
  - User Guide:
    - Running Framework: "04_RUNNING_FRAMEWORK.md"
    - Configuration: "05_CONFIGURATION.md"
    - Output: "06_OUTPUT_INTERPRETATION.md"
  # ... rest of structure

theme:
  name: material
  
plugins:
  - search
  - pdf-export

markdown_extensions:
  - toc
  - codehilite

Then:

mkdocs build
# PDF available in site/ directory

File Structure#

DOCUMENTATION/
+-- README.md                          <- You are here
+-- 00_TABLE_OF_CONTENTS.md
+-- 01_INTRODUCTION.md
+-- 02_INSTALLATION.md
+-- 03_QUICKSTART.md
+-- 04_RUNNING_FRAMEWORK.md
+-- 05_CONFIGURATION.md
+-- 06_OUTPUT_INTERPRETATION.md
+-- 07_ARCHITECTURE.md
+-- 08_CAUSAL_GRAPH.md
+-- 09_INFERENCE_ALGORITHM.md
+-- 10_API_REFERENCE.md
+-- 11_PYTHON_LIBRARY.md
+-- 12_RUST_INTEGRATION.md
+-- 13_SIMULATION.md
+-- 14_CUSTOM_SCENARIOS.md
+-- 15_PERFORMANCE.md
+-- 16_DEPLOYMENT.md
+-- 17_TROUBLESHOOTING.md
+-- 18_MONITORING.md
+-- 19_DEVELOPMENT.md
+-- 20_CONTRIBUTING.md
+-- 21_TESTING.md
+-- 22_GLOSSARY.md
+-- 23_FAQ.md
+-- 24_REFERENCES.md

Version Info#

• Documentation Version: 1.0
• Last Updated: January 2026
• Aethelix Version: 1.0
• Status: Complete & Production-Ready

Support#

For issues or questions:

• GitHub Issues: https://github.com/rudywasfound/aethelix/issues
• Documentation: See FAQ and Troubleshooting sections
• Email: Contact repository maintainers

License#

Documentation is provided under the same license as Aethelix.

Start here: Introduction ->

Or jump to: Table of Contents ->