CMPE462-ML-Project

Welcome to the Machine Learning Project of Süleyman, Hüseyin, and Muhammet. This is the README file for how to run the models on your local machine using terminal commands.

• Open the folder in which the project presents.

• Create a virtual environment with the below command:
  python3.12 -m venv venv

• Get inside of the virtual environment:
  .\venv\Scripts\activate

• Install the requirements:
  pip install -r requirements.txt

• Execute the below command to enter the models folder:
  cd models

• Execute the below command to run svm_from_scratch.py file:
  python svm_from_scratch.py

• By using the same method, you can execute any .py file inside the models directory:
  python model_name.py

• Relevant output will be shown on the terminal.

• There are also two more Jupyter files that can be run using the UI Jupyter provides. These two files are:
  knn.ipynb
xgboost.ipynb