smile-kotlin

Smile (Statistical Machine Intelligence and Learning Engine) is a fast and comprehensive machine learning, NLP, linear algebra, graph, interpolation, and visualization system in Java and Scala. With advanced data structures and algorithms, Smile delivers state-of-art performance.

Smile covers every aspect of machine learning, including classification, regression, clustering, association rule mining, feature selection, manifold learning, multidimensional scaling, genetic algorithms, missing value imputation, efficient nearest neighbor search, etc.

Packages

smile
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Data loading/saving utilities.
smile.association
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Frequent item set mining and association rule mining.
smile.classification
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Classification algorithms.
smile.clustering
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Clustering analysis.
smile.manifold
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Manifold learning finds a low-dimensional basis for describing high-dimensional data.
smile.mds
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Multidimensional scaling.
smile.nlp
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Natural language processing.
smile.projection
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Feature extraction.
smile.regression
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Regression analysis.
smile.wavelet
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Wavelet analysis.