Employee Attrition Prediction

This application uses advanced machine learning to predict employee attrition risk before it happens.

Dataset 🗃️

• Employee Attrition

Setup & Installation

Prerequisites

Ensure you have the following installed:

• Git
• Python 3.10+
• pip

Installation

1. Clone the repository:

git clone https://github.com/thebugged/employee-attrition.git

2. Change into the project directory:

cd employee-attrition

3. Install the required dependencies:

pip install -r requirements.txt

4. Set up your Google AI API key:
   • Get your API key from Google AI Studio
   • Create a .streamlit/secrets.toml file:

   MY_API_KEY = "your_google_ai_api_key_here"

Running the Application

1. Start the Streamlit server:

streamlit run main.py

2. Open your browser and navigate to http://localhost:8501