What it does
SMILE is a machine learning framework for the Java platform, also usable from Scala and Kotlin. It covers classic methods like classification, regression and clustering, plus deep learning and running Llama language models.
It also includes SMILE Serve, a server that runs models for other programs, and SMILE Studio, a coding workspace where you can explore data by asking in plain language.
Who it's for
Java, Scala and Kotlin developers and data scientists.
Can I use it without coding?
Developers only. It is a programming library. New to this? Start here.
Can I run it?
- Cost
- FreeNothing to pay or sign up for.
- Runs on
- Mac, Windows, Linux, Server
- Computer
- An ordinary computer is fine
- Privacy
- Runs on your own device: your data stays with you
- API key
- Not needed
Try it
Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?
Before you install
- Only download from the official GitHub page. Copies with similar names exist for many popular projects.
- No standard license listed. Check the GitHub page before using it for business.
- More on staying safe
Where people are talking about it
- SmileMiner – A Java library of state-of-art machine learning algorithmsHacker News · Mar 2015