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Haifeng Li edited this page Jan 11, 2015 · 12 revisions

Overview

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

  • Smile The core machine learning library
  • SmileMath Mathematical functions (basic, special, kernel, distance, rbf, etc.), sorting, random number generators, optimization, linear algebra, statistical distributions, and hypothesis testing.
  • SmileData Parsers for arff, libsvm, delimited text, sparse matrix, microarray gene expression data.
  • SmileGraph
  • SmileInterpolation
  • SmilePlot Swing-based data visualization library

Tutorials

Introduction

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