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

Data loading/saving utilities.

smile.association

Frequent item set mining and association rule mining.

smile.classification

Classification algorithms.

smile.clustering

Clustering analysis.

smile.manifold

Manifold learning finds a low-dimensional basis for describing high-dimensional data.

smile.mds

Multidimensional scaling.

smile.nlp

smile.projection

Feature extraction.

smile.regression

Regression analysis.

smile.wavelet

Wavelet analysis.

Index

All Types