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Overview

Smile is a comprehensive Java 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 Parsers for arff, libsvm, delimited text, sparse matrix, microarray gene expression data.
• Graph Graph algorithms on adjacency list and matrix.
• Interpolation One and two dimensional interpolation.
• NLP Natural Language Processing.
• Plot Swing-based data visualization library.

Tutorials

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