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Smile - Statistical Machine Intelligence and Learning Engine

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Smile - Statistical Machine Intelligence and Learning Engine

Smile 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.

Smile is well documented and please check out the project website for programming guides and more information.

Notebooks

A list of Jupyter notebooks demonstrating Smile.

Data

Visualization

Supervised Learning

Unsupervised Learning

Natural Language Processing

Mathematics

Other Languages

External Notebooks

Links to notebooks using almond that are hosted externally.

Scala

Jupyter