microsoft/SynapseML
Simple and Distributed Machine Learning
Builds on Apache Spark with composable APIs for text analytics, computer vision, anomaly detection, and deep learning across Python, R, Scala, Java, and .NET. Integrates Microsoft Cognitive Services at scale and packages specialized algorithms like Vowpal Wabbit and LightGBM, while supporting elastic cluster training from single-node to multi-node deployments. Abstracts over diverse data sources and filesystems to enable seamless embedding into existing SparkML workflows.
5,211 stars. Actively maintained with 27 commits in the last 30 days.
Stars
5,211
Forks
857
Language
Scala
License
MIT
Category
Last pushed
Mar 12, 2026
Commits (30d)
27
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