Description

A classification model developed using Numpy for the Machine Learning (BLM5110) course.

Requirements

python -m venv venv

source venv/bin/activate  # For Mac/Linux
# venv\Scripts\activate  # For Windows

pip install -r requirements.txt

Running the Code

# To create the model
python train.py

# To evaluate the model
python eval.py

# To visualize the model's plots
python plot.py

• You can find all plots created by plot.py in the plots/ directory.

File Structure

project_folder/
 ├─ train.py
 ├─ eval.py
 ├─ plot.py
 ├─ model.pkl
 ├─ requirements.txt
 ├─ dataset/
 └─ plots/