Project Overview
This project contains several Python scripts, each addressing different data analysis and regression tasks. Below are the descriptions of each script:

1. Iteration.py
This script analyzes the impact of step size on Newton's method, exploring how different step sizes affect the convergence of the iteration process.

2. 2D_final_tune.py
This script fits a 2D function. It tunes the function parameters and analyzes the fitting results.

3. 3D_final_tune.py
Similar to 2D_final_tune.py, this script fits a 3D function.

4. regression_realword_minmax.py
This script performs regression analysis on a real-world dataset, evaluating the performance of the model in practical scenarios.

