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[Term]) extends Product with Serializable

    DSL to build a formula in R style.

Value Members

  1. def abs(x: Term): Term
  2. def abs(x: String): Term
  3. def acos(x: Term): Term
  4. def acos(x: String): Term
  5. def asin(x: Term): Term
  6. def asin(x: String): Term
  7. def atan(x: Term): Term
  8. def atan(x: String): Term
  9. implicit def buildFactorCrossing(x: FactorCrossingBuilder): FactorCrossing
  10. implicit def buildFactorInteraction(x: FactorInteractionBuilder): FactorInteraction
  11. implicit def buildFormula(x: FormulaBuilder): Formula
  12. def cbrt(x: Term): Term
  13. def cbrt(x: String): Term
  14. def ceil(x: Term): Term
  15. def ceil(x: String): Term
  16. def cos(x: Term): Term
  17. def cos(x: String): Term
  18. def cosh(x: Term): Term
  19. def cosh(x: String): Term
  20. def exp(x: Term): Term
  21. def exp(x: String): Term
  22. def expm1(x: Term): Term
  23. def expm1(x: String): Term
  24. def floor(x: Term): Term
  25. def floor(x: String): Term
  26. def log(x: Term): Term
  27. def log(x: String): Term
  28. def log10(x: Term): Term
  29. def log10(x: String): Term
  30. def log1p(x: Term): Term
  31. def log1p(x: String): Term
  32. def log2(x: Term): Term
  33. def log2(x: String): Term
  34. implicit def pimpFormulaBuilder(x: Term): PimpedFormulaBuilder
  35. implicit def pimpFormulaBuilder(x: String): PimpedFormulaBuilder
  36. implicit def pimpFormulaString(x: String): PimpedFormulaString
  37. implicit def pimpHyperTerm(x: Term): PimpedHyperTerm
  38. implicit def pimpTerm(x: Term): PimpedTerm
  39. def rint(x: Term): Term
  40. def rint(x: String): Term
  41. def round(x: Term): Term
  42. def round(x: String): Term
  43. def sign(x: Term): Term
  44. def sign(x: String): Term
  45. def signum(x: Term): Term
  46. def signum(x: String): Term
  47. def sin(x: Term): Term
  48. def sin(x: String): Term
  49. def sinh(x: Term): Term
  50. def sinh(x: String): Term
  51. def sqrt(x: Term): Term
  52. def sqrt(x: String): Term
  53. def tan(x: Term): Term
  54. def tan(x: String): Term
  55. def tanh(x: Term): Term
  56. def tanh(x: String): Term
  57. def ulp(x: Term): Term
  58. def ulp(x: String): Term

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