Completely remove AlgebraElements.kt
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@ -53,6 +53,7 @@
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- Expression algebra builders
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- Complex and Quaternion no longer are elements.
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- Second generic from DifferentiableExpression
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- Algebra elements are completely removed. Use algebra contexts instead.
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### Fixed
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- Ring inherits RingOperations, not GroupOperations
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@ -240,10 +240,10 @@ public object EjmlLinearSpace${ops} : EjmlLinearSpace<${type}, ${kmathAlgebra},
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}
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override val q: Matrix<${type}> by lazy {
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qr.getQ(null, false).wrapMatrix() + OrthogonalFeature
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qr.getQ(null, false).wrapMatrix().withFeature(OrthogonalFeature)
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}
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override val r: Matrix<${type}> by lazy { qr.getR(null, false).wrapMatrix() + UFeature }
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override val r: Matrix<${type}> by lazy { qr.getR(null, false).wrapMatrix().withFeature(UFeature) }
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}
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CholeskyDecompositionFeature::class -> object : CholeskyDecompositionFeature<${type}> {
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@ -251,7 +251,7 @@ public object EjmlLinearSpace${ops} : EjmlLinearSpace<${type}, ${kmathAlgebra},
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val cholesky =
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DecompositionFactory_${ops}.chol(structure.rowNum, true).apply { decompose(origin.copy()) }
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cholesky.getT(null).wrapMatrix() + LFeature
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cholesky.getT(null).wrapMatrix().withFeature(LFeature)
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}
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}
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@ -261,11 +261,11 @@ public object EjmlLinearSpace${ops} : EjmlLinearSpace<${type}, ${kmathAlgebra},
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}
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override val l: Matrix<${type}> by lazy {
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lup.getLower(null).wrapMatrix() + LFeature
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lup.getLower(null).wrapMatrix().withFeature(LFeature)
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}
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override val u: Matrix<${type}> by lazy {
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lup.getUpper(null).wrapMatrix() + UFeature
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lup.getUpper(null).wrapMatrix().withFeature(UFeature)
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}
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override val p: Matrix<${type}> by lazy { lup.getRowPivot(null).wrapMatrix() }
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@ -275,10 +275,10 @@ public object EjmlLinearSpace${ops} : EjmlLinearSpace<${type}, ${kmathAlgebra},
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}
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override val q: Matrix<${type}> by lazy {
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qr.getQ(null, false).wrapMatrix() + OrthogonalFeature
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qr.getQ(null, false).wrapMatrix().withFeature(OrthogonalFeature)
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}
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override val r: Matrix<${type}> by lazy { qr.getR(null, false).wrapMatrix() + UFeature }
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override val r: Matrix<${type}> by lazy { qr.getR(null, false).wrapMatrix().withFeature(UFeature) }
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}
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CholeskyDecompositionFeature::class -> object : CholeskyDecompositionFeature<${type}> {
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@ -286,7 +286,7 @@ public object EjmlLinearSpace${ops} : EjmlLinearSpace<${type}, ${kmathAlgebra},
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val cholesky =
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DecompositionFactory_${ops}.cholesky().apply { decompose(origin.copy()) }
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(cholesky.getT(null) as ${ejmlMatrixParentTypeMatrix}).wrapMatrix() + LFeature
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(cholesky.getT(null) as ${ejmlMatrixParentTypeMatrix}).wrapMatrix().withFeature(LFeature)
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}
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}
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@ -297,11 +297,11 @@ public object EjmlLinearSpace${ops} : EjmlLinearSpace<${type}, ${kmathAlgebra},
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}
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override val l: Matrix<${type}> by lazy {
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lu.getLower(null).wrapMatrix() + LFeature
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lu.getLower(null).wrapMatrix().withFeature(LFeature)
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}
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override val u: Matrix<${type}> by lazy {
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lu.getUpper(null).wrapMatrix() + UFeature
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lu.getUpper(null).wrapMatrix().withFeature(UFeature)
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}
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override val inverse: Matrix<${type}> by lazy {
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@ -24,7 +24,7 @@ fun main() {
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val time = measureTimeMillis {
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with(Double.algebra.linearSpace) {
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repeat(10) {
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val res = matrix1 dot matrix2
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matrix1 dot matrix2
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}
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}
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}
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@ -1,128 +0,0 @@
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/*
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* Copyright 2018-2021 KMath contributors.
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* Use of this source code is governed by the Apache 2.0 license that can be found in the LICENSE file.
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*/
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package space.kscience.kmath.operations
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import space.kscience.kmath.misc.UnstableKMathAPI
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/**
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* The generic mathematics elements that is able to store its context
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*
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* @param C the type of mathematical context for this element.
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* @param T the type wrapped by this wrapper.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public interface AlgebraElement<T, out C : Algebra<T>> {
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/**
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* The context this element belongs to.
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*/
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public val context: C
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}
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//
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///**
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// * Divides this element by number.
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// *
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// * @param k the divisor.
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// * @return the quotient.
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// */
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//public operator fun <T : AlgebraElement<T, S>, S : Space<T>> T.div(k: Number): T =
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// context.multiply(this, 1.0 / k.toDouble())
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//
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///**
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// * Multiplies this element by number.
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// *
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// * @param k the multiplicand.
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// * @return the product.
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// */
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//public operator fun <T : AlgebraElement<T, S>, S : Space<T>> T.times(k: Number): T =
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// context.multiply(this, k.toDouble())
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/**
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* Subtracts element from this one.
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*
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* @param b the subtrahend.
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* @return the difference.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public operator fun <T : AlgebraElement<T, S>, S : NumbersAddOperations<T>> T.minus(b: T): T =
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context.add(this, context.run { -b })
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/**
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* Adds element to this one.
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*
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* @receiver the augend.
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* @param b the addend.
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* @return the sum.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public operator fun <T : AlgebraElement<T, S>, S : Ring<T>> T.plus(b: T): T =
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context.add(this, b)
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///**
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// * Number times element
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// */
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//public operator fun <T : AlgebraElement<T, S>, S : Space<T>> Number.times(element: T): T =
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// element.times(this)
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/**
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* Multiplies this element by another one.
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*
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* @receiver the multiplicand.
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* @param b the multiplier.
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* @return the product.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public operator fun <T : AlgebraElement<T, R>, R : Ring<T>> T.times(b: T): T =
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context.multiply(this, b)
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/**
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* Divides this element by another one.
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*
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* @param b the divisor.
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* @return the quotient.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public operator fun <T : AlgebraElement<T, F>, F : Field<T>> T.div(b: T): T =
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context.divide(this, b)
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/**
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* The element of [Group].
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*
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* @param T the type of space operation results.
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* @param I self type of the element. Needed for static type checking.
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* @param S the type of space.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public interface GroupElement<T : GroupElement<T, S>, S : Group<T>> : AlgebraElement<T, S>
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/**
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* The element of [Ring].
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*
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* @param T the type of ring operation results.
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* @param I self type of the element. Needed for static type checking.
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* @param R the type of ring.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public interface RingElement<T : RingElement<T, R>, R : Ring<T>> : GroupElement<T, R>
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/**
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* The element of [Field].
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*
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* @param T the type of field operation results.
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* @param I self type of the element. Needed for static type checking.
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* @param F the type of field.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public interface FieldElement<T : FieldElement<T, F>, F : Field<T>> : RingElement<T, F>
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@ -5,8 +5,6 @@
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package space.kscience.kmath.operations
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import space.kscience.kmath.misc.UnstableKMathAPI
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/**
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* A container for trigonometric operations for specific type.
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*
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@ -76,48 +74,6 @@ public interface TrigonometricOperations<T> : Algebra<T> {
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}
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}
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/**
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* Computes the sine of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out TrigonometricOperations<T>>> sin(arg: T): T = arg.context.sin(arg)
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/**
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* Computes the cosine of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out TrigonometricOperations<T>>> cos(arg: T): T = arg.context.cos(arg)
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/**
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* Computes the tangent of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out TrigonometricOperations<T>>> tan(arg: T): T = arg.context.tan(arg)
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/**
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* Computes the inverse sine of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out TrigonometricOperations<T>>> asin(arg: T): T = arg.context.asin(arg)
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/**
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* Computes the inverse cosine of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out TrigonometricOperations<T>>> acos(arg: T): T = arg.context.acos(arg)
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/**
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* Computes the inverse tangent of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out TrigonometricOperations<T>>> atan(arg: T): T = arg.context.atan(arg)
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/**
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* A context extension to include power operations based on exponentiation.
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*
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@ -152,31 +108,6 @@ public interface PowerOperations<T> : Algebra<T> {
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}
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}
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/**
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* Raises this element to the power [power].
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*
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* @receiver the base.
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* @param power the exponent.
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* @return the base raised to the power.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public infix fun <T : AlgebraElement<T, out PowerOperations<T>>> T.pow(power: Double): T = context.power(this, power)
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/**
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* Computes the square root of the value [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out PowerOperations<T>>> sqrt(arg: T): T = arg pow 0.5
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/**
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* Computes the square of the value [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out PowerOperations<T>>> sqr(arg: T): T = arg pow 2.0
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/**
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* A container for operations related to `exp` and `ln` functions.
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*
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@ -266,62 +197,6 @@ public interface ExponentialOperations<T> : Algebra<T> {
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}
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}
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/**
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* The identifier of exponential function.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out ExponentialOperations<T>>> exp(arg: T): T = arg.context.exp(arg)
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/**
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* The identifier of natural logarithm.
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out ExponentialOperations<T>>> ln(arg: T): T = arg.context.ln(arg)
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/**
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* Computes the hyperbolic sine of [arg].
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*/
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@UnstableKMathAPI
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public fun <T : AlgebraElement<T, out ExponentialOperations<T>>> sinh(arg: T): T = arg.context.sinh(arg)
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/**
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* Computes the hyperbolic cosine of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out ExponentialOperations<T>>> cosh(arg: T): T = arg.context.cosh(arg)
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/**
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* Computes the hyperbolic tangent of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out ExponentialOperations<T>>> tanh(arg: T): T = arg.context.tanh(arg)
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/**
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* Computes the inverse hyperbolic sine of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, ExponentialOperations<T>>> asinh(arg: T): T = arg.context.asinh(arg)
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/**
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* Computes the inverse hyperbolic cosine of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, ExponentialOperations<T>>> acosh(arg: T): T = arg.context.acosh(arg)
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/**
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* Computes the inverse hyperbolic tangent of [arg].
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*/
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@UnstableKMathAPI
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@Deprecated("AlgebraElements are considered odd and will be removed in future releases.")
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public fun <T : AlgebraElement<T, out ExponentialOperations<T>>> atanh(arg: T): T = arg.context.atanh(arg)
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/**
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* A container for norm functional on element.
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*
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@ -335,8 +210,3 @@ public interface Norm<in T : Any, out R> {
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public fun norm(arg: T): R
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}
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/**
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* Computes the norm of [arg] (i.e., absolute value or vector length).
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*/
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@UnstableKMathAPI
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public fun <T : AlgebraElement<T, out Norm<T, R>>, R> norm(arg: T): R = arg.context.norm(arg)
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@ -13,9 +13,10 @@ import space.kscience.kmath.linear.*
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import space.kscience.kmath.misc.UnstableKMathAPI
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import space.kscience.kmath.misc.log
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import space.kscience.kmath.operations.DoubleField
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import space.kscience.kmath.operations.DoubleL2Norm
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import space.kscience.kmath.operations.algebra
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import space.kscience.kmath.structures.DoubleBuffer
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import space.kscience.kmath.structures.DoubleL2Norm
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public class QowRuns(public val runs: Int) : OptimizationFeature {
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init {
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