Dogecoin Price Forecasting with Jenkins CI/CD

Overview

This project automates the Dogecoin price forecasting pipeline using Machine Learning and Jenkins CI/CD.

Folder Structure

Refer to the project layout above.

How to Run

1. Clone the repository.
2. Create a virtual environment and install dependencies:

pip install -r requirements.txt

3. Run each script manually or let Jenkins automate it using the provided Jenkinsfile.

Jenkins Integration

• The Jenkinsfile automates all stages: data fetching, cleaning, model training, evaluation, and reporting.
• Security & Health scan stage simulates DevOps quality checks.

Outputs

• reports/doge_plot.png → Visual forecast
• reports/metrics.txt → Model metrics
• reports/final_report.html → Combined HTML report