Issue 2 — [Dev] Add Unit Tests + CI

[leenathomas01]

[Dev] Add Unit Tests + CI

📌 Motivation

To ensure long-term reliability, we need automated testing.
Unit tests + CI (Continuous Integration) will help validate algorithm correctness as the repo evolves.

🎯 Goal

• Introduce pytest test suite covering core functions
• Add a basic GitHub Actions workflow to run tests on each commit/PR
• Validate results of sample runs (e.g., output stability, convergence checks)

💡 Potential Approaches

• Start with unit tests for LMS adaptation and benchmarking functions
• Add tolerance-based comparisons for numerical outputs
• Extend gradually as more modules are added

✅ Expected Outcomes

• A tests/ folder with initial pytest scripts
• A .github/workflows/ci.yml file running tests automatically

[leenathomas01]

Good place to start for contributors 🎯
I suggest beginning with pytest tests for core adaptation functions.
Once stable, we can set up a simple GitHub Actions workflow to automate checks.