NYCU Data Mining(Spring 2026) Assignment 1

You can fork this repository

File Structure

.
├── Linear_Regression.ipynb                  #1. Linear Regression
├── Logistic_Regression.ipynb                #2. Logistic Regression
├── Real_World_Classification.ipynb          #3. Real World Classification
├── README.md                                
├── data/                                    
└── model/                                   
	├── activations.py                       
	├── gradients.py                         #1. Linear Regression, 2. Logistic Regression
	├── linear_model.py                      #3. Real World Classification
	├── metrics.py                           #1. Linear Regression, 2. Logistic Regression
	└── utils.py