Packages

  • package root

    High level Smile operators in Scala.

    High level Smile operators in Scala.

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

    Data manipulation functions.

    Data manipulation functions.

    Definition Classes
    smile
  • package formula

    Formula DSL.

  • DataFrameOps
  • package math

    Mathematical and statistical functions.

    Mathematical and statistical functions.

    Definition Classes
    smile
  • package plot
    Definition Classes
    smile
  • package regression

    Regression analysis.

    Regression analysis. Regression analysis includes any techniques for modeling and analyzing several variables, when the focus is on the relationship between a dependent variable and one or more independent variables. Most commonly, regression analysis estimates the conditional expectation of the dependent variable given the independent variables. Therefore, the estimation target is a function of the independent variables called the regression function. Regression analysis is widely used for prediction and forecasting.

    Definition Classes
    smile
  • package util

    Utility functions.

    Utility functions.

    Definition Classes
    smile
  • package validation

    Model validation.

    Model validation.

    Definition Classes
    smile

package data

Data manipulation functions.

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Package Members

  1. package formula

    Formula DSL.

Type Members

  1. case class DataFrameOps(data: DataFrame) extends Product with Serializable

    Pimped data frame with Scala style operations.

    Pimped data frame with Scala style operations.

    data

    underlying data frame.

Value Members

  1. implicit def pimpDataset(data: DataFrame): DataFrameOps
  2. def summary(x: Array[Double]): Unit

    Prints the statistics of min, q1, median, mean, q3, and max.

  3. def summary(x: Array[Int]): Unit

    Prints the statistics of min, q1, median, mean, q3, and max.

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