ui support

README.md

@@ -22,38 +22,14 @@ python find_roots.py --methods newton secant --function quadratic --x0 1.5
 
 ```
 numerical_optimization/
-├── algorithms/     # Implementation of numerical methods
+├── algorithms/    # Implementation of numerical methods
 ├── configs/       # Configuration files for custom runs
 ├── plot/          # Visualization utilities
 ├── tests/         # Unit tests
-├── ui/            # UI components (future)
+├── ui/            # UI components (in-progress)
 └── utils/         # Helper functions and utilities
 ```
 
-## Features
-
-- **Optimization Methods**
-  - Gradient Descent
-  - Newton's Method
-  - BFGS
-  - Nelder-Mead
-  - Powell's Method
-
-- **Root Finding Methods**
-  - Newton's Method
-  - Secant Method
-  - Bisection Method
-  - Regula Falsi
-
-- **Test Functions**
-  - Rosenbrock
-  - Himmelblau
-  - Quadratic
-  - Rastrigin
-  - And more...
-
-## Usage Examples
-
 ### Optimization
 
 ```bash
@@ -109,6 +85,20 @@ Steepest Descent Method:
   Converged: True
 ```
 
+Optimization UI:
+
+![Optimization UI](assets/optimization_ui.png)
+
+To run the UI, use the following command:
+
+```bash
+python ui.py
+```
+
+> [!WARNING]
+> The UI is currently in-progress and may not work as expected.
+
+
 ### Root Finding
 
 ```bash

ui.py

@@ -0,0 +1,19 @@
+#!/usr/bin/env python3
+
+"""GUI application for numerical optimization visualization."""
+
+import sys
+from PyQt6.QtWidgets import QApplication
+from ui.main_window import MainWindow
+
+
+def main():
+    """Run the GUI application."""
+    app = QApplication(sys.argv)
+    window = MainWindow()
+    window.show()
+    sys.exit(app.exec())
+
+
+if __name__ == "__main__":
+    main()

ui/__init__.py

@@ -1,5 +1,5 @@
 # ui/__init__.py
 
-# TODO: Add UI for numerical methods visualization
-# input: function, initial point, method, max iterations, tolerance
-# output: plot of the function, the optimization path, and the convergence
+from .main_window import MainWindow
+
+__all__ = ["MainWindow"]