package linalg
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Type Members
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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.
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case class
MatrixVectorizer
(rows: Int, cols: Int) extends Vectorizer[DenseMatrix[Double]] with Product with Serializable
Created by Lavrenti on 18.09.2016.
- case class PCModel [A](mu: DenseVector[Double], u: DenseMatrix[Double], s: DenseVector[Double], sampleCount: Int)(implicit vectorizer: Vectorizer[A]) extends Product with Serializable
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trait
Vectorizer
[A] extends AnyRef
Created by Lavrenti on 18.09.2016.
Value Members
- object LinearRegression extends Serializable
- object MatrixVectorizer extends Serializable
- object PCModel extends Serializable
- object svd2 extends UFunc