Skyulf

Skyulf is a self-hosted MLOps platform with:

• a FastAPI backend
• a React frontend
• a standalone Python ML library: skyulf-core

Architecture

Skyulf is built on a modern stack:

• Frontend: React + TypeScript + React Flow
• Backend: FastAPI + Celery + Redis
• Core Library: skyulf-core (Standalone Python package)
• Data Engine: Hybrid Polars (Ingestion) + Pandas (ML)

See Architecture and Data Architecture for details.

If you are here for skyulf-core

Start with:

• User Guide → Overview
• User Guide → Pipeline Quickstart
• Reference → Preprocessing Nodes / Modeling Nodes

Backend quick start

pip install -r requirements-fastapi.txt
python run_skyulf.py

Open:

• http://127.0.0.1:8000