forked from kscience/kmath
Rename KG module
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fcfd79cb69
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381137724d
@ -20,7 +20,7 @@ sourceSets.register("benchmarks")
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dependencies {
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implementation(project(":kmath-ast"))
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implementation(project(":kmath-ast-kotlingrad"))
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implementation(project(":kmath-kotlingrad"))
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implementation(project(":kmath-core"))
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implementation(project(":kmath-coroutines"))
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implementation(project(":kmath-commons"))
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@ -2,9 +2,9 @@ package kscience.kmath.ast
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import edu.umontreal.kotlingrad.experimental.DoublePrecision
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import kscience.kmath.asm.compile
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import kscience.kmath.ast.kotlingrad.mst
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import kscience.kmath.ast.kotlingrad.sFun
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import kscience.kmath.ast.kotlingrad.sVar
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import kscience.kmath.kotlingrad.toMst
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import kscience.kmath.kotlingrad.tSFun
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import kscience.kmath.kotlingrad.toSVar
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import kscience.kmath.expressions.invoke
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import kscience.kmath.operations.RealField
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@ -14,9 +14,9 @@ import kscience.kmath.operations.RealField
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*/
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fun main() {
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val proto = DoublePrecision.prototype
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val x by MstAlgebra.symbol("x").sVar(proto)
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val quadratic = "x^2-4*x-44".parseMath().sFun(proto)
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val actualDerivative = MstExpression(RealField, quadratic.d(x).mst()).compile()
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val x by MstAlgebra.symbol("x").toSVar(proto)
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val quadratic = "x^2-4*x-44".parseMath().tSFun(proto)
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val actualDerivative = MstExpression(RealField, quadratic.d(x).toMst()).compile()
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val expectedDerivative = MstExpression(RealField, "2*x-4".parseMath()).compile()
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assert(actualDerivative("x" to 123.0) == expectedDerivative("x" to 123.0))
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}
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@ -1,4 +1,4 @@
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package kscience.kmath.ast.kotlingrad
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package kscience.kmath.kotlingrad
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import edu.umontreal.kotlingrad.experimental.*
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import kscience.kmath.ast.MST
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@ -30,22 +30,22 @@ import kscience.kmath.operations.*
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* @receiver the scalar function.
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* @return a node.
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*/
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public fun <X : SFun<X>> SFun<X>.mst(): MST = MstExtendedField {
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when (this@mst) {
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public fun <X : SFun<X>> SFun<X>.toMst(): MST = MstExtendedField {
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when (this@toMst) {
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is SVar -> symbol(name)
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is SConst -> number(doubleValue)
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is Sum -> left.mst() + right.mst()
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is Prod -> left.mst() * right.mst()
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is Power -> power(left.mst(), (right as SConst<*>).doubleValue)
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is Negative -> -input.mst()
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is Log -> ln(left.mst()) / ln(right.mst())
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is Sine -> sin(input.mst())
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is Cosine -> cos(input.mst())
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is Tangent -> tan(input.mst())
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is DProd -> this@mst().mst()
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is SComposition -> this@mst().mst()
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is VSumAll<X, *> -> this@mst().mst()
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is Derivative -> this@mst().mst()
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is Sum -> left.toMst() + right.toMst()
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is Prod -> left.toMst() * right.toMst()
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is Power -> power(left.toMst(), (right as SConst<*>).doubleValue)
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is Negative -> -input.toMst()
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is Log -> ln(left.toMst()) / ln(right.toMst())
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is Sine -> sin(input.toMst())
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is Cosine -> cos(input.toMst())
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is Tangent -> tan(input.toMst())
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is DProd -> this@toMst().toMst()
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is SComposition -> this@toMst().toMst()
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is VSumAll<X, *> -> this@toMst().toMst()
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is Derivative -> this@toMst().toMst()
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}
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}
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@ -55,7 +55,7 @@ public fun <X : SFun<X>> SFun<X>.mst(): MST = MstExtendedField {
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* @receiver the node.
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* @return a new constant.
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*/
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public fun <X : SFun<X>> MST.Numeric.sConst(): SConst<X> = SConst(value)
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public fun <X : SFun<X>> MST.Numeric.toSConst(): SConst<X> = SConst(value)
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/**
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* Maps [MST.Symbolic] to [SVar] directly.
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@ -64,7 +64,7 @@ public fun <X : SFun<X>> MST.Numeric.sConst(): SConst<X> = SConst(value)
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* @param proto the prototype instance.
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* @return a new variable.
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*/
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public fun <X : SFun<X>> MST.Symbolic.sVar(proto: X): SVar<X> = SVar(proto, value)
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public fun <X : SFun<X>> MST.Symbolic.toSVar(proto: X): SVar<X> = SVar(proto, value)
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/**
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* Maps [MST] objects to [SFun]. Unsupported operations throw [IllegalStateException].
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@ -80,28 +80,28 @@ public fun <X : SFun<X>> MST.Symbolic.sVar(proto: X): SVar<X> = SVar(proto, valu
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* @param proto the prototype instance.
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* @return a scalar function.
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*/
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public fun <X : SFun<X>> MST.sFun(proto: X): SFun<X> = when (this) {
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is MST.Numeric -> sConst()
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is MST.Symbolic -> sVar(proto)
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public fun <X : SFun<X>> MST.tSFun(proto: X): SFun<X> = when (this) {
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is MST.Numeric -> toSConst()
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is MST.Symbolic -> toSVar(proto)
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is MST.Unary -> when (operation) {
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SpaceOperations.PLUS_OPERATION -> value.sFun(proto)
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SpaceOperations.MINUS_OPERATION -> Negative(value.sFun(proto))
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TrigonometricOperations.SIN_OPERATION -> Sine(value.sFun(proto))
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TrigonometricOperations.COS_OPERATION -> Cosine(value.sFun(proto))
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TrigonometricOperations.TAN_OPERATION -> Tangent(value.sFun(proto))
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PowerOperations.SQRT_OPERATION -> Power(value.sFun(proto), SConst(0.5))
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ExponentialOperations.EXP_OPERATION -> Power(value.sFun(proto), E())
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ExponentialOperations.LN_OPERATION -> Log(value.sFun(proto))
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SpaceOperations.PLUS_OPERATION -> value.tSFun(proto)
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SpaceOperations.MINUS_OPERATION -> Negative(value.tSFun(proto))
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TrigonometricOperations.SIN_OPERATION -> Sine(value.tSFun(proto))
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TrigonometricOperations.COS_OPERATION -> Cosine(value.tSFun(proto))
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TrigonometricOperations.TAN_OPERATION -> Tangent(value.tSFun(proto))
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PowerOperations.SQRT_OPERATION -> Power(value.tSFun(proto), SConst(0.5))
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ExponentialOperations.EXP_OPERATION -> Power(value.tSFun(proto), E())
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ExponentialOperations.LN_OPERATION -> Log(value.tSFun(proto))
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else -> error("Unary operation $operation not defined in $this")
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}
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is MST.Binary -> when (operation) {
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SpaceOperations.PLUS_OPERATION -> Sum(left.sFun(proto), right.sFun(proto))
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SpaceOperations.MINUS_OPERATION -> Sum(left.sFun(proto), Negative(right.sFun(proto)))
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RingOperations.TIMES_OPERATION -> Prod(left.sFun(proto), right.sFun(proto))
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FieldOperations.DIV_OPERATION -> Prod(left.sFun(proto), Power(right.sFun(proto), Negative(One())))
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PowerOperations.POW_OPERATION -> Power(left.sFun(proto), SConst((right as MST.Numeric).value))
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SpaceOperations.PLUS_OPERATION -> Sum(left.tSFun(proto), right.tSFun(proto))
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SpaceOperations.MINUS_OPERATION -> Sum(left.tSFun(proto), Negative(right.tSFun(proto)))
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RingOperations.TIMES_OPERATION -> Prod(left.tSFun(proto), right.tSFun(proto))
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FieldOperations.DIV_OPERATION -> Prod(left.tSFun(proto), Power(right.tSFun(proto), Negative(One())))
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PowerOperations.POW_OPERATION -> Power(left.tSFun(proto), SConst((right as MST.Numeric).value))
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else -> error("Binary operation $operation not defined in $this")
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}
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}
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@ -1,4 +1,4 @@
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package kscience.kmath.ast.kotlingrad
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package kscience.kmath.kotlingrad
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import edu.umontreal.kotlingrad.experimental.*
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import kscience.kmath.asm.compile
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@ -18,24 +18,24 @@ internal class AdaptingTests {
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@Test
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fun symbol() {
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val c1 = MstAlgebra.symbol("x")
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assertTrue(c1.sVar(proto).name == "x")
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val c2 = "kitten".parseMath().sFun(proto)
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assertTrue(c1.toSVar(proto).name == "x")
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val c2 = "kitten".parseMath().tSFun(proto)
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if (c2 is SVar) assertTrue(c2.name == "kitten") else fail()
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}
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@Test
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fun number() {
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val c1 = MstAlgebra.number(12354324)
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assertTrue(c1.sConst<DReal>().doubleValue == 12354324.0)
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val c2 = "0.234".parseMath().sFun(proto)
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assertTrue(c1.toSConst<DReal>().doubleValue == 12354324.0)
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val c2 = "0.234".parseMath().tSFun(proto)
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if (c2 is SConst) assertTrue(c2.doubleValue == 0.234) else fail()
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val c3 = "1e-3".parseMath().sFun(proto)
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val c3 = "1e-3".parseMath().tSFun(proto)
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if (c3 is SConst) assertEquals(0.001, c3.value) else fail()
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}
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@Test
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fun simpleFunctionShape() {
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val linear = "2*x+16".parseMath().sFun(proto)
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val linear = "2*x+16".parseMath().tSFun(proto)
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if (linear !is Sum) fail()
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if (linear.left !is Prod) fail()
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if (linear.right !is SConst) fail()
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@ -43,18 +43,18 @@ internal class AdaptingTests {
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@Test
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fun simpleFunctionDerivative() {
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val x = MstAlgebra.symbol("x").sVar(proto)
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val quadratic = "x^2-4*x-44".parseMath().sFun(proto)
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val actualDerivative = MstExpression(RealField, quadratic.d(x).mst()).compile()
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val x = MstAlgebra.symbol("x").toSVar(proto)
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val quadratic = "x^2-4*x-44".parseMath().tSFun(proto)
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val actualDerivative = MstExpression(RealField, quadratic.d(x).toMst()).compile()
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val expectedDerivative = MstExpression(RealField, "2*x-4".parseMath()).compile()
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assertEquals(actualDerivative("x" to 123.0), expectedDerivative("x" to 123.0))
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}
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@Test
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fun moreComplexDerivative() {
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val x = MstAlgebra.symbol("x").sVar(proto)
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val composition = "-sqrt(sin(x^2)-cos(x)^2-16*x)".parseMath().sFun(proto)
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val actualDerivative = MstExpression(RealField, composition.d(x).mst()).compile()
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val x = MstAlgebra.symbol("x").toSVar(proto)
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val composition = "-sqrt(sin(x^2)-cos(x)^2-16*x)".parseMath().tSFun(proto)
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val actualDerivative = MstExpression(RealField, composition.d(x).toMst()).compile()
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val expectedDerivative = MstExpression(
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RealField,
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@ -40,5 +40,5 @@ include(
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":kmath-ast",
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":examples",
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":kmath-ejml",
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":kmath-ast-kotlingrad"
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":kmath-kotlingrad"
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)
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