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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 Graph algorithms on adjacency list and matrix.
• SmileInterpolation One and two dimensional interpolation.
• SmileNLP Natural Language Processing.
• SmilePlot Swing-based data visualization library.

Tutorials

• Introduction to SMILE
• A Great Tutorial of Machine Learning with SMILE