Developer Guide
This guide is for developers who want to contribute to the MLOps platform, extend pipelines, or build new features.
Getting Started
New to the project? Start here:
- Quick Start - Get up and running in 5 minutes
- UV Package Manager Guide - Learn our Python dependency management
- Contributing Guidelines - Understand the workflow
Sections
🚀 Quick Start
Get up and running in 5 minutes with UV and Python 3.13
âš¡ UV Package Manager
Using UV for fast, modern Python dependency management
🔧 UV Troubleshooting
Common UV issues and solutions
🔄 Migrating from pip
Command translation guide for pip users
📋 UV Quick Reference
Quick command reference and cheat sheet
📦 UV Migration Guide
Complete migration guide to UV and Python 3.13
✅ Migration Checklist
Detailed tracking of migration tasks
Architecture
Understand the system architecture and design
Contributing
How to contribute code and documentation
Shared Libraries
Using and extending shared libraries
Testing
Writing and running tests
Quality Gates
Keeping builds passing and common fixes
Hurricane Pipeline
Running the hurricane landfall forecasting pipeline locally
In This Section
- Architecture
System architecture and design patterns
- Quick Start for Developers
Get up and running with the MLOps platform in 5 minutes
- UV Package Manager Guide
Using UV for fast, modern Python dependency management
- Contributing
How to contribute to the project
- UV Quick Reference
Quick command reference for UV package manager
- Shared Libraries
Using and extending shared libraries
- Testing
Writing and running tests
- Quality Gates
Keeping build and test quality gates passing
- Hurricane Landfall Pipeline
Running the hurricane landfall forecasting pipeline locally
- UV Migration Guide
Complete guide for migrating to UV and Python 3.13
- Migrating from pip to UV
For developers familiar with pip and venv
- UV Troubleshooting
Common UV issues and solutions
- UV Migration Checklist
Detailed tracking of UV migration tasks and progress