Packages

package linalg

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Type Members

  1. case class LinearRegression (fv: Seq[(DenseVector[Double]) ⇒ DenseVector[Double]] = ..., inverseThreshold: Double = ...) extends Product with Serializable

    Implements linear regression for solving XA = B where A and B are given matrices and X is solved for.

    Implements linear regression for solving XA = B where A and B are given matrices and X is solved for. If there is no solution to the system, X will be the matrix that minimizes the least squares error.

  2. case class MatrixVectorizer (rows: Int, cols: Int) extends Vectorizer[DenseMatrix[Double]] with Product with Serializable

    Created by Lavrenti on 18.09.2016.

  3. case class PCModel [A](mu: DenseVector[Double], u: DenseMatrix[Double], s: DenseVector[Double], sampleCount: Int)(implicit vectorizer: Vectorizer[A]) extends Product with Serializable
  4. trait Vectorizer [A] extends AnyRef

    Created by Lavrenti on 18.09.2016.

Value Members

  1. object LinearRegression extends Serializable
  2. object MatrixVectorizer extends Serializable
  3. object PCModel extends Serializable
  4. object svd2 extends UFunc

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