Machine Learning Project

Welcome to Customer Churn Prediction This repository contains a project that includes an API and a GUI model for predictive analysis.

Getting Started

To get started with this project, follow these steps:

Note:Run this in a windows environment using CMD as your terminal or the tkinter library might produce issues in linux unless you know how to install tkinter.

1. Clone the repository:

   git clone https://github.com/Huzaifahimran/MachineLearningProject
   cd MyProject

2. Create a virtual environment in the repository folder:

   python -m venv myenv

3. Activate the virtual environment:

   • On Windows:

     .\myenv\Scripts\activate

4. Install the required packages:

   pip install -r requirements.txt

5. Run the API file:

   python api.py

6. Open a new terminal (cmd) without closing the terminal in which your API file (api.py) is running.

7. Activate the already created virtual environment in this second terminal:

   .\myenv\Scripts\activate

8. Run the GUI APP file:

   python guiformodel.py

9. Now you can enter your data for the model to predict.