CIS5200 Final Project - Team AdOps

• Team Members - Vijay Chandar, Zihan Zhu, Bowen Wang
• Title - Nash-Equilibrium-Based CPM Prediction for Optimal Bidding in First-Price Ad Auctions

Run Steps

1. Python Version

This project uses Python 3.12.1.

2. Create and Activate Virtual Environment (macOS/Linux/Windows)

macOS / Linux

python3 -m venv venv
source venv/bin/activate

Windows (PowerShell)

python -m venv venv
venv\Scripts\activate

3. Install Required Packages

pip install -q -r requirements.txt

4. Run the Entire Pipeline

Make the script executable:

chmod +x run_all.sh

Run everything:

./run_all.sh

5. Build and Run with Docker

Build Docker Image:

docker build -t cis5200-adops .

Run Docker Container:

docker run --rm cis5200-adops