smile

The premium Open Source alternative to SAS

🎯 Best for:Enterprise teams building ML models within Java/Scala ecosystems
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What is smile?

Replaces SAS for enterprise-grade machine learning on the JVM. It offers a library of algorithms for classification, regression, and manifold learning written in Java and Scala.

Tech Stack
JavaAI, ML & Data

Why smile?

  • High-performance JVM execution
  • Includes NLP and visualization
  • Comprehensive algorithm library

Limitations

  • Smaller ecosystem than Python
  • Documentation can be sparse
  • Heavier than micro-libraries
3/5/2026
Last Update
1,145
Forks
8
Issues
Other
License
Financial Leak Detected

Stop the "SaaS Tax"

Your team could be burning cash. Switching to smile instantly boosts your runway.

Competitor Cost
-$1,440
/ year (est. based on SAS)
Self-Hosted
$0
/ year
Team Size10 Users
150+
SAVE 100%

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