mahout ☆
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Description:
Library to help build scalable machine learning libraries
Type: Formula  |  Latest Version: 0.13.0@1  |  Tracked Since: Dec 24, 2025
Links: Homepage  |  @ApacheMahout  |  formulae.brew.sh
Category: Ai ml
Tags: machine-learning big-data apache-spark ai data-science
Install: brew install mahout
About:
Apache Mahout is a distributed linear algebra and machine learning framework designed for scalability. It provides implementations of common algorithms like classification, clustering, and recommendation systems. The library leverages Apache Spark and Flink for high-performance data processing on large datasets.
Key Features:
  • Distributed linear algebra engine
  • Scalable machine learning algorithms
  • GPU acceleration support
  • Apache Spark integration
Use Cases:
  • Building large-scale recommendation systems
  • Clustering and classification of big data
  • Natural language processing pipelines
Alternatives:
  • scikit-learn – Mahout is designed for distributed computing and big data, while scikit-learn is best for single-node processing.
Version History
Detected Version Rev Change Commit
Dec 24, 2025 9:55pm 0.13.0 1 VERSION_BUMP de14b96f
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