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mlprep is a high-performance, no-code data preprocessing engine for ML pipelines. Define your ETL, validation, and feature engineering workflows in YAML — no Python code required.

Built with Rust and Polars for blazing-fast performance.

Documentation

• Installation
• Getting Started
• Pipeline YAML Reference
• Validation & Quarantine Mode
• Feature Engineering
• CLI Reference
• Examples
• Performance
• Contributing