haifengl/smile

Statistical Machine Intelligence & Learning Engine

72
/ 100
Verified

This project helps data scientists, machine learning engineers, and analysts build and deploy various machine learning models. You can feed in raw data or features and apply algorithms for tasks like predicting outcomes, grouping similar data points, or understanding complex relationships. The output is a trained model ready for predictions or insights, along with tools to explore data and visualize results.

6,348 stars. Actively maintained with 301 commits in the last 30 days.

Use this if you need a comprehensive, high-performance toolkit for a wide range of machine learning tasks directly within a Java, Scala, or Kotlin environment.

Not ideal if you primarily work with other programming languages like Python or R, or if you need a cloud-native, serverless machine learning platform.

data-science machine-learning predictive-modeling data-analysis natural-language-processing
No Package No Dependents
Maintenance 22 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 24 / 25

How are scores calculated?

Stars

6,348

Forks

1,145

Language

Java

License

Last pushed

Mar 09, 2026

Commits (30d)

301

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