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vlset edited this page Sep 7, 2022 · 12 revisions

Overview

Smile is a comprehensive JVM library of various state-of-art machine learning algorithms. The major components include

  • Core The core machine learning library
  • Math Mathematical functions (basic, special, kernel, distance, rbf, etc.), sorting, random number generators, optimization, linear algebra, statistical distributions, and hypothesis testing.
  • Data DataFrame and data loading/saving utilities.
  • Graph Graph algorithms on adjacency list and matrix.
  • Interpolation One and two dimensional interpolation.
  • NLP Natural Language Processing.
  • Plot Data visualization library.
  • JSON JSON processing library
  • ML courses
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