Packages

  • package root

    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.

    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.

    Definition Classes
    root
  • package smile
    Definition Classes
    root
  • package data

    Data manipulation functions.

    Data manipulation functions.

    Definition Classes
    smile
  • package formula

    Formula DSL.

    Formula DSL.

    Definition Classes
    data
  • FormulaBuilder
p

smile.data

formula

package formula

Formula DSL.

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Type Members

  1. case class FormulaBuilder(y: Option[Term], x: ListBuffer[HyperTerm]) extends Product with Serializable

    DSL to build a formula in R style.

Value Members

  1. def abs(x: String): Term
  2. def acos(x: String): Term
  3. def all: HyperTerm
  4. def asin(x: String): Term
  5. def atan(x: String): Term
  6. implicit def buildFactorCrossing(x: FactorCrossingBuilder): FactorCrossing
  7. implicit def buildFactorInteraction(x: FactorInteractionBuilder): FactorInteraction
  8. implicit def buildFormula(x: FormulaBuilder): Formula
  9. def cbrt(x: String): Term
  10. def ceil(x: String): Term
  11. def cos(x: String): Term
  12. def cosh(x: String): Term
  13. def exp(x: String): Term
  14. def expm1(x: String): Term
  15. def floor(x: String): Term
  16. def log(x: String): Term
  17. def log10(x: String): Term
  18. def log1p(x: String): Term
  19. def log2(x: String): Term
  20. def onehot(factors: String*): HyperTerm
  21. implicit def pimpFormulaString(x: String): PimpedFormulaString
  22. implicit def pimpHyperTerm(x: HyperTerm): PimpedHyperTerm
  23. implicit def pimpTerm(x: Term): PimpedTerm
  24. def rint(x: String): Term
  25. def round(x: String): Term
  26. def sign(x: String): Term
  27. def signum(x: String): Term
  28. def sin(x: String): Term
  29. def sinh(x: String): Term
  30. def sqrt(x: String): Term
  31. def tan(x: String): Term
  32. def tanh(x: String): Term
  33. def ulp(x: String): Term

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