Core Engine
Classification, regression, clustering, and deep learning in your service. Time series, anomaly detection, manifold, and more. Low latency. High throughput.
See Core Engine →Machine Intelligence
for the JVM
For embedding modelsCore Engine, in the application
For serving themYour machines, your network
For building themAgent-driven AutoML, in Studio
JavaScalaKotlinONNXSelf-hosted
Serve Engine
A unified inference runtime for machine learning, computer vision, and LLMs. World-class performance. Commercial licensing removes the AGPL restriction.
See Serve Engine →Agent Studio
Agentic AutoML to explore, train, inspect, and export. Powerful agents for coding and product development. Free to evaluate. Annual seats for production use.
See Agent Studio →SMILE now seems to be the go-to general-purpose machine learning library for the Java and Scala worlds.
A broad range of algorithms out of the box — and all you need is Java, or any JVM language.
One of the hidden gems in the Java framework ecosystem today.
Latest
- SMILE 7.0.0 Oct 12, 2026
- SMILE 6.3.0 Aug 18, 2026
- SMILE 6.2.5 Aug 1, 2026
HALO.AI LLCNew York