Evaporate

Evaporate is a tool that converts H2O POJO (Plain Old Java Object) model files into JavaScript, enabling them to run directly in web browsers. It leverages JSweet for Java-to-JavaScript transpilation and browserify for bundling, making machine learning models accessible in client-side applications without server-side dependencies.

Key Features

• POJO to JavaScript Transpilation — Uses JSweet to convert H2O model POJOs into executable JavaScript code.
• Browser Compatibility — Bundles transpiled code with browserify for cross-browser compatibility.
• Customizable Transpilation — Supports configuration of JSweet options via pom.xml, including bundling settings.
• Rapid Prototyping — Provides a quick starting point for integrating H2O models into web interfaces.

Philosophy

Evaporate is designed as a pragmatic starting point rather than a final solution, focusing on simplicity and flexibility to help developers quickly deploy H2O models in browser environments.