Technologies

Rust Engine (gpredomics)

• Rust – Core ML algorithms, evolutionary search, jury voting
• PyO3 / Maturin – Python bindings for seamless integration

Web Application (predomicsapp-web)

• FastAPI (Python) – Async REST API backend
• Vue.js 3 – Reactive frontend with Composition API
• Plotly.js – Interactive data visualizations
• PostgreSQL 16 – User, project, and job persistence
• SQLAlchemy – Async ORM with migration support
• Docker Compose – One-command deployment

R Package (predomicspkg)

• R – Original algorithm implementations
• doSNOW / foreach – Parallel computation
• pROC / glmnet – Statistical modeling
• viridis – Data visualization