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Dev #280

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altavir merged 99 commits from dev into master 2021-04-16 19:45:55 +03:00
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19 changed files with 123 additions and 65 deletions
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14
examples/src/benchmarks/kotlin/space/kscience/kmath/benchmarks/ExpressionsInterpretersBenchmark.kt
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@ -4,14 +4,16 @@ import kotlinx.benchmark.Benchmark
import kotlinx.benchmark.Blackhole import kotlinx.benchmark.Blackhole
import kotlinx.benchmark.Scope import kotlinx.benchmark.Scope
import kotlinx.benchmark.State import kotlinx.benchmark.State
import space.kscience.kmath.asm.compile import space.kscience.kmath.asm.compileToExpression
import space.kscience.kmath.ast.mstInField import space.kscience.kmath.ast.MstField
import space.kscience.kmath.ast.toExpression
import space.kscience.kmath.expressions.Expression import space.kscience.kmath.expressions.Expression
import space.kscience.kmath.expressions.expressionInField import space.kscience.kmath.expressions.expressionInField
import space.kscience.kmath.expressions.invoke import space.kscience.kmath.expressions.invoke
import space.kscience.kmath.misc.symbol import space.kscience.kmath.misc.symbol
import space.kscience.kmath.operations.DoubleField import space.kscience.kmath.operations.DoubleField
import space.kscience.kmath.operations.bindSymbol import space.kscience.kmath.operations.bindSymbol
import space.kscience.kmath.operations.invoke
import kotlin.random.Random import kotlin.random.Random
@State(Scope.Benchmark) @State(Scope.Benchmark)
@ -28,20 +30,20 @@ internal class ExpressionsInterpretersBenchmark {
@Benchmark @Benchmark
fun mstExpression(blackhole: Blackhole) { fun mstExpression(blackhole: Blackhole) {
val expr = algebra.mstInField { val expr = MstField {
val x = bindSymbol(x) val x = bindSymbol(x)
x * 2.0 + number(2.0) / x - 16.0 x * 2.0 + number(2.0) / x - 16.0
} }.toExpression(algebra)
invokeAndSum(expr, blackhole) invokeAndSum(expr, blackhole)
} }
@Benchmark @Benchmark
fun asmExpression(blackhole: Blackhole) { fun asmExpression(blackhole: Blackhole) {
val expr = algebra.mstInField { val expr = MstField {
val x = bindSymbol(x) val x = bindSymbol(x)
x * 2.0 + number(2.0) / x - 16.0 x * 2.0 + number(2.0) / x - 16.0
}.compile() }.compileToExpression(algebra)
invokeAndSum(expr, blackhole) invokeAndSum(expr, blackhole)
} }

4
examples/src/main/kotlin/space/kscience/kmath/commons/fit/fitWithAutoDiff.kt
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@ -62,8 +62,8 @@ suspend fun main() {
// compute differentiable chi^2 sum for given model ax^2 + bx + c // compute differentiable chi^2 sum for given model ax^2 + bx + c
val chi2 = FunctionOptimization.chiSquared(x, y, yErr) { x1 -> val chi2 = FunctionOptimization.chiSquared(x, y, yErr) { x1 ->
//bind variables to autodiff context //bind variables to autodiff context
val a = bind(a) val a = bindSymbol(a)
val b = bind(b) val b = bindSymbol(b)
//Include default value for c if it is not provided as a parameter //Include default value for c if it is not provided as a parameter
val c = bindSymbolOrNull(c) ?: one val c = bindSymbolOrNull(c) ?: one
a * x1.pow(2) + b * x1 + c a * x1.pow(2) + b * x1 + c

8
kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MST.kt
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@ -58,7 +58,7 @@ public fun <T> Algebra<T>.evaluate(node: MST): T = when (node) {
is MST.Numeric -> (this as? NumericAlgebra<T>)?.number(node.value) is MST.Numeric -> (this as? NumericAlgebra<T>)?.number(node.value)
?: error("Numeric nodes are not supported by $this") ?: error("Numeric nodes are not supported by $this")
is MST.Symbolic -> bindSymbol(node.value) is MST.Symbolic -> bindSymbol(node.value) ?: error("Symbol '${node.value}' is not supported in $this")
is MST.Unary -> when { is MST.Unary -> when {
this is NumericAlgebra && node.value is MST.Numeric -> unaryOperationFunction(node.operation)(number(node.value.value)) this is NumericAlgebra && node.value is MST.Numeric -> unaryOperationFunction(node.operation)(number(node.value.value))
@ -80,11 +80,7 @@ public fun <T> Algebra<T>.evaluate(node: MST): T = when (node) {
} }
internal class InnerAlgebra<T : Any>(val algebra: Algebra<T>, val arguments: Map<Symbol, T>) : NumericAlgebra<T> { internal class InnerAlgebra<T : Any>(val algebra: Algebra<T>, val arguments: Map<Symbol, T>) : NumericAlgebra<T> {
override fun bindSymbol(value: String): T = try { override fun bindSymbolOrNull(value: String): T? = algebra.bindSymbolOrNull(value) ?: arguments[StringSymbol(value)]
algebra.bindSymbol(value)
} catch (ignored: IllegalStateException) {
null
} ?: arguments.getValue(StringSymbol(value))
override fun unaryOperation(operation: String, arg: T): T = override fun unaryOperation(operation: String, arg: T): T =
algebra.unaryOperation(operation, arg) algebra.unaryOperation(operation, arg)

11
kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/MstAlgebra.kt
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@ -8,7 +8,8 @@ import space.kscience.kmath.operations.*
*/ */
public object MstAlgebra : NumericAlgebra<MST> { public object MstAlgebra : NumericAlgebra<MST> {
public override fun number(value: Number): MST.Numeric = MST.Numeric(value) public override fun number(value: Number): MST.Numeric = MST.Numeric(value)
public override fun bindSymbol(value: String): MST.Symbolic = MST.Symbolic(value) public override fun bindSymbolOrNull(value: String): MST.Symbolic = MST.Symbolic(value)
override fun bindSymbol(value: String): MST.Symbolic = bindSymbolOrNull(value)
public override fun unaryOperationFunction(operation: String): (arg: MST) -> MST.Unary = public override fun unaryOperationFunction(operation: String): (arg: MST) -> MST.Unary =
{ arg -> MST.Unary(operation, arg) } { arg -> MST.Unary(operation, arg) }
@ -24,7 +25,7 @@ public object MstGroup : Group<MST>, NumericAlgebra<MST>, ScaleOperations<MST> {
public override val zero: MST.Numeric = number(0.0) public override val zero: MST.Numeric = number(0.0)
public override fun number(value: Number): MST.Numeric = MstAlgebra.number(value) public override fun number(value: Number): MST.Numeric = MstAlgebra.number(value)
public override fun bindSymbol(value: String): MST.Symbolic = MstAlgebra.bindSymbol(value) public override fun bindSymbolOrNull(value: String): MST.Symbolic = MstAlgebra.bindSymbolOrNull(value)
public override fun add(a: MST, b: MST): MST.Binary = binaryOperationFunction(GroupOperations.PLUS_OPERATION)(a, b) public override fun add(a: MST, b: MST): MST.Binary = binaryOperationFunction(GroupOperations.PLUS_OPERATION)(a, b)
public override operator fun MST.unaryPlus(): MST.Unary = public override operator fun MST.unaryPlus(): MST.Unary =
unaryOperationFunction(GroupOperations.PLUS_OPERATION)(this) unaryOperationFunction(GroupOperations.PLUS_OPERATION)(this)
@ -54,7 +55,7 @@ public object MstRing : Ring<MST>, NumbersAddOperations<MST>, ScaleOperations<MS
public override val one: MST.Numeric = number(1.0) public override val one: MST.Numeric = number(1.0)
public override fun number(value: Number): MST.Numeric = MstGroup.number(value) public override fun number(value: Number): MST.Numeric = MstGroup.number(value)
public override fun bindSymbol(value: String): MST.Symbolic = MstAlgebra.bindSymbol(value) public override fun bindSymbolOrNull(value: String): MST.Symbolic = MstAlgebra.bindSymbolOrNull(value)
public override fun add(a: MST, b: MST): MST.Binary = MstGroup.add(a, b) public override fun add(a: MST, b: MST): MST.Binary = MstGroup.add(a, b)
public override fun scale(a: MST, value: Double): MST.Binary = public override fun scale(a: MST, value: Double): MST.Binary =
@ -83,7 +84,7 @@ public object MstField : Field<MST>, NumbersAddOperations<MST>, ScaleOperations<
public override val one: MST.Numeric get() = MstRing.one public override val one: MST.Numeric get() = MstRing.one
public override fun bindSymbol(value: String): MST.Symbolic = MstAlgebra.bindSymbol(value) public override fun bindSymbolOrNull(value: String): MST.Symbolic = MstAlgebra.bindSymbolOrNull(value)
public override fun number(value: Number): MST.Numeric = MstRing.number(value) public override fun number(value: Number): MST.Numeric = MstRing.number(value)
public override fun add(a: MST, b: MST): MST.Binary = MstRing.add(a, b) public override fun add(a: MST, b: MST): MST.Binary = MstRing.add(a, b)
@ -112,7 +113,7 @@ public object MstExtendedField : ExtendedField<MST>, NumericAlgebra<MST> {
public override val zero: MST.Numeric get() = MstField.zero public override val zero: MST.Numeric get() = MstField.zero
public override val one: MST.Numeric get() = MstField.one public override val one: MST.Numeric get() = MstField.one
public override fun bindSymbol(value: String): MST.Symbolic = MstAlgebra.bindSymbol(value) public override fun bindSymbolOrNull(value: String): MST.Symbolic = MstAlgebra.bindSymbolOrNull(value)
public override fun number(value: Number): MST.Numeric = MstRing.number(value) public override fun number(value: Number): MST.Numeric = MstRing.number(value)
public override fun sin(arg: MST): MST.Unary = unaryOperationFunction(TrigonometricOperations.SIN_OPERATION)(arg) public override fun sin(arg: MST): MST.Unary = unaryOperationFunction(TrigonometricOperations.SIN_OPERATION)(arg)
public override fun cos(arg: MST): MST.Unary = unaryOperationFunction(TrigonometricOperations.COS_OPERATION)(arg) public override fun cos(arg: MST): MST.Unary = unaryOperationFunction(TrigonometricOperations.COS_OPERATION)(arg)

22
kmath-ast/src/commonTest/kotlin/space/kscisnce/kmath/ast/InterpretTest.kt Normal file
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@ -0,0 +1,22 @@
package space.kscisnce.kmath.ast
import space.kscience.kmath.ast.MstField
import space.kscience.kmath.ast.toExpression
import space.kscience.kmath.expressions.invoke
import space.kscience.kmath.misc.Symbol.Companion.x
import space.kscience.kmath.operations.DoubleField
import space.kscience.kmath.operations.bindSymbol
import space.kscience.kmath.operations.invoke
import kotlin.test.Test
class InterpretTest {
@Test
fun interpretation(){
val expr = MstField {
val x = bindSymbol(x)
x * 2.0 + number(2.0) / x - 16.0
}.toExpression(DoubleField)
expr(x to 2.2)
}
}

2
kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/ast/ParserTest.kt
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@ -40,7 +40,7 @@ internal class ParserTest {
@Test @Test
fun `evaluate MST with binary function`() { fun `evaluate MST with binary function`() {
val magicalAlgebra = object : Algebra<String> { val magicalAlgebra = object : Algebra<String> {
override fun bindSymbol(value: String): String = value override fun bindSymbolOrNull(value: String): String = value
override fun unaryOperationFunction(operation: String): (arg: String) -> String { override fun unaryOperationFunction(operation: String): (arg: String) -> String {
throw NotImplementedError() throw NotImplementedError()

10
kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpression.kt
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@ -2,7 +2,6 @@ package space.kscience.kmath.commons.expressions
import org.apache.commons.math3.analysis.differentiation.DerivativeStructure import org.apache.commons.math3.analysis.differentiation.DerivativeStructure
import space.kscience.kmath.expressions.* import space.kscience.kmath.expressions.*
import space.kscience.kmath.misc.StringSymbol
import space.kscience.kmath.misc.Symbol import space.kscience.kmath.misc.Symbol
import space.kscience.kmath.misc.UnstableKMathAPI import space.kscience.kmath.misc.UnstableKMathAPI
import space.kscience.kmath.operations.ExtendedField import space.kscience.kmath.operations.ExtendedField
@ -51,11 +50,11 @@ public class DerivativeStructureField(
override fun const(value: Double): DerivativeStructure = DerivativeStructure(numberOfVariables, order, value) override fun const(value: Double): DerivativeStructure = DerivativeStructure(numberOfVariables, order, value)
public override fun bindSymbolOrNull(symbol: Symbol): DerivativeStructureSymbol? = variables[symbol.identity] override fun bindSymbolOrNull(value: String): DerivativeStructureSymbol? = variables[value]
override fun bindSymbol(value: String): DerivativeStructureSymbol = variables.getValue(value)
public fun bind(symbol: Symbol): DerivativeStructureSymbol = variables.getValue(symbol.identity) public fun bindSymbolOrNull(symbol: Symbol): DerivativeStructureSymbol? = variables[symbol.identity]
public fun bindSymbol(symbol: Symbol): DerivativeStructureSymbol = variables.getValue(symbol.identity)
override fun bindSymbol(value: String): DerivativeStructureSymbol = bind(StringSymbol(value))
public fun DerivativeStructure.derivative(symbols: List<Symbol>): Double { public fun DerivativeStructure.derivative(symbols: List<Symbol>): Double {
require(symbols.size <= order) { "The order of derivative ${symbols.size} exceeds computed order $order" } require(symbols.size <= order) { "The order of derivative ${symbols.size} exceeds computed order $order" }
@ -108,7 +107,6 @@ public class DerivativeStructureField(
} }
} }
/** /**
* A constructs that creates a derivative structure with required order on-demand * A constructs that creates a derivative structure with required order on-demand
*/ */

2
kmath-commons/src/test/kotlin/space/kscience/kmath/commons/expressions/DerivativeStructureExpressionTest.kt
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@ -27,7 +27,7 @@ internal class AutoDiffTest {
@Test @Test
fun derivativeStructureFieldTest() { fun derivativeStructureFieldTest() {
diff(2, x to 1.0, y to 1.0) { diff(2, x to 1.0, y to 1.0) {
val x = bind(x)//by binding() val x = bindSymbol(x)//by binding()
val y = bindSymbol("y") val y = bindSymbol("y")
val z = x * (-sin(x * y) + y) + 2.0 val z = x * (-sin(x * y) + y) + 2.0
println(z.derivative(x)) println(z.derivative(x))

5
kmath-commons/src/test/kotlin/space/kscience/kmath/commons/optimization/OptimizeTest.kt
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@ -14,7 +14,8 @@ internal class OptimizeTest {
val y by symbol val y by symbol
val normal = DerivativeStructureExpression { val normal = DerivativeStructureExpression {
exp(-bind(x).pow(2) / 2) + exp(-bind(y).pow(2) / 2) exp(-bindSymbol(x).pow(2) / 2) + exp(-bindSymbol(y)
.pow(2) / 2)
} }
@Test @Test
@ -58,7 +59,7 @@ internal class OptimizeTest {
val chi2 = FunctionOptimization.chiSquared(x, y, yErr) { x1 -> val chi2 = FunctionOptimization.chiSquared(x, y, yErr) { x1 ->
val cWithDefault = bindSymbolOrNull(c) ?: one val cWithDefault = bindSymbolOrNull(c) ?: one
bind(a) * x1.pow(2) + bind(b) * x1 + cWithDefault bindSymbol(a) * x1.pow(2) + bindSymbol(b) * x1 + cWithDefault
} }
val result = chi2.minimize(a to 1.5, b to 0.9, c to 1.0) val result = chi2.minimize(a to 1.5, b to 0.9, c to 1.0)

3
kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt
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@ -165,8 +165,7 @@ public object ComplexField : ExtendedField<Complex>, Norm<Complex, Complex>, Num
public override fun norm(arg: Complex): Complex = sqrt(arg.conjugate * arg) public override fun norm(arg: Complex): Complex = sqrt(arg.conjugate * arg)
public override fun bindSymbol(value: String): Complex = public override fun bindSymbolOrNull(value: String): Complex? = if (value == "i") i else null
if (value == "i") i else super<ExtendedField>.bindSymbol(value)
} }
/** /**

4
kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt
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@ -165,11 +165,11 @@ public object QuaternionField : Field<Quaternion>, Norm<Quaternion, Quaternion>,
public override fun Quaternion.unaryMinus(): Quaternion = Quaternion(-w, -x, -y, -z) public override fun Quaternion.unaryMinus(): Quaternion = Quaternion(-w, -x, -y, -z)
public override fun norm(arg: Quaternion): Quaternion = sqrt(arg.conjugate * arg) public override fun norm(arg: Quaternion): Quaternion = sqrt(arg.conjugate * arg)
public override fun bindSymbol(value: String): Quaternion = when (value) { public override fun bindSymbolOrNull(value: String): Quaternion? = when (value) {
"i" -> i "i" -> i
"j" -> j "j" -> j
"k" -> k "k" -> k
else -> super<Field>.bindSymbol(value) else -> null
} }
override fun number(value: Number): Quaternion = value.toQuaternion() override fun number(value: Number): Quaternion = value.toQuaternion()

2
kmath-complex/src/commonTest/kotlin/space/kscience/kmath/complex/ExpressionFieldForComplexTest.kt
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@ -1,9 +1,9 @@
package space.kscience.kmath.complex package space.kscience.kmath.complex
import space.kscience.kmath.expressions.FunctionalExpressionField import space.kscience.kmath.expressions.FunctionalExpressionField
import space.kscience.kmath.expressions.bindSymbol
import space.kscience.kmath.expressions.invoke import space.kscience.kmath.expressions.invoke
import space.kscience.kmath.misc.symbol import space.kscience.kmath.misc.symbol
import space.kscience.kmath.operations.bindSymbol
import kotlin.test.Test import kotlin.test.Test
import kotlin.test.assertEquals import kotlin.test.assertEquals

56
kmath-core/api/kmath-core.api
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@ -50,8 +50,6 @@ public abstract interface class space/kscience/kmath/expressions/Expression {
} }
public abstract interface class space/kscience/kmath/expressions/ExpressionAlgebra : space/kscience/kmath/operations/Algebra { public abstract interface class space/kscience/kmath/expressions/ExpressionAlgebra : space/kscience/kmath/operations/Algebra {
public abstract fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public abstract fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object;
public abstract fun const (Ljava/lang/Object;)Ljava/lang/Object; public abstract fun const (Ljava/lang/Object;)Ljava/lang/Object;
} }
@ -59,6 +57,7 @@ public final class space/kscience/kmath/expressions/ExpressionAlgebra$DefaultImp
public static fun binaryOperation (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;)Ljava/lang/Object;
public static fun unaryOperation (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
public static fun unaryOperationFunction (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryOperationFunction (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function1;
} }
@ -71,7 +70,6 @@ public final class space/kscience/kmath/expressions/ExpressionBuildersKt {
} }
public final class space/kscience/kmath/expressions/ExpressionKt { public final class space/kscience/kmath/expressions/ExpressionKt {
public static final fun bindSymbol (Lspace/kscience/kmath/expressions/ExpressionAlgebra;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object;
public static final fun binding (Lspace/kscience/kmath/expressions/ExpressionAlgebra;)Lkotlin/properties/ReadOnlyProperty; public static final fun binding (Lspace/kscience/kmath/expressions/ExpressionAlgebra;)Lkotlin/properties/ReadOnlyProperty;
public static final fun callByString (Lspace/kscience/kmath/expressions/Expression;[Lkotlin/Pair;)Ljava/lang/Object; public static final fun callByString (Lspace/kscience/kmath/expressions/Expression;[Lkotlin/Pair;)Ljava/lang/Object;
public static final fun callBySymbol (Lspace/kscience/kmath/expressions/Expression;[Lkotlin/Pair;)Ljava/lang/Object; public static final fun callBySymbol (Lspace/kscience/kmath/expressions/Expression;[Lkotlin/Pair;)Ljava/lang/Object;
@ -91,8 +89,8 @@ public abstract class space/kscience/kmath/expressions/FunctionalExpressionAlgeb
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/expressions/Expression; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/expressions/Expression;
public synthetic fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/expressions/Expression; public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/expressions/Expression;
public synthetic fun const (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun const (Ljava/lang/Object;)Ljava/lang/Object;
public fun const (Ljava/lang/Object;)Lspace/kscience/kmath/expressions/Expression; public fun const (Ljava/lang/Object;)Lspace/kscience/kmath/expressions/Expression;
public final fun getAlgebra ()Lspace/kscience/kmath/operations/Algebra; public final fun getAlgebra ()Lspace/kscience/kmath/operations/Algebra;
@ -278,8 +276,8 @@ public class space/kscience/kmath/expressions/SimpleAutoDiffField : space/kscien
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/expressions/AutoDiffValue; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/expressions/AutoDiffValue;
public synthetic fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Lspace/kscience/kmath/misc/Symbol;)Lspace/kscience/kmath/expressions/AutoDiffValue; public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/expressions/AutoDiffValue;
public synthetic fun const (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun const (Ljava/lang/Object;)Ljava/lang/Object;
public fun const (Ljava/lang/Object;)Lspace/kscience/kmath/expressions/AutoDiffValue; public fun const (Ljava/lang/Object;)Lspace/kscience/kmath/expressions/AutoDiffValue;
public final fun const (Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/expressions/AutoDiffValue; public final fun const (Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/expressions/AutoDiffValue;
@ -743,6 +741,8 @@ public class space/kscience/kmath/nd/BufferedGroupND : space/kscience/kmath/nd/B
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/BufferND; public fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/BufferND;
public synthetic fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND;
public fun getBuffer (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/structures/Buffer; public fun getBuffer (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/structures/Buffer;
@ -890,6 +890,7 @@ public final class space/kscience/kmath/nd/FieldND$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/String;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public static fun binaryOperation (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/String;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND; public static fun bindSymbol (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public static fun div (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public static fun div (Lspace/kscience/kmath/nd/FieldND;Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public static fun div (Lspace/kscience/kmath/nd/FieldND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd/StructureND; public static fun div (Lspace/kscience/kmath/nd/FieldND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd/StructureND;
public static fun div (Lspace/kscience/kmath/nd/FieldND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND; public static fun div (Lspace/kscience/kmath/nd/FieldND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
@ -935,6 +936,7 @@ public final class space/kscience/kmath/nd/GroupND$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/String;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public static fun binaryOperation (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/String;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND; public static fun bindSymbol (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public static fun invoke (Lspace/kscience/kmath/nd/GroupND;Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public static fun invoke (Lspace/kscience/kmath/nd/GroupND;Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public static fun minus (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public static fun minus (Lspace/kscience/kmath/nd/GroupND;Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public static fun minus (Lspace/kscience/kmath/nd/GroupND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND; public static fun minus (Lspace/kscience/kmath/nd/GroupND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
@ -970,6 +972,7 @@ public final class space/kscience/kmath/nd/RingND$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/nd/RingND;Ljava/lang/String;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public static fun binaryOperation (Lspace/kscience/kmath/nd/RingND;Ljava/lang/String;Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/RingND;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/nd/RingND;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/nd/RingND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND; public static fun bindSymbol (Lspace/kscience/kmath/nd/RingND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/nd/RingND;Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public static fun invoke (Lspace/kscience/kmath/nd/RingND;Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public static fun invoke (Lspace/kscience/kmath/nd/RingND;Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public static fun minus (Lspace/kscience/kmath/nd/RingND;Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public static fun minus (Lspace/kscience/kmath/nd/RingND;Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public static fun minus (Lspace/kscience/kmath/nd/RingND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND; public static fun minus (Lspace/kscience/kmath/nd/RingND;Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
@ -1118,6 +1121,7 @@ public abstract interface class space/kscience/kmath/operations/Algebra {
public abstract fun binaryOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public abstract fun binaryOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public abstract fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public abstract fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public abstract fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public abstract fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public abstract fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public abstract fun unaryOperation (Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public abstract fun unaryOperation (Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
public abstract fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public abstract fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1;
} }
@ -1126,6 +1130,7 @@ public final class space/kscience/kmath/operations/Algebra$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;)Ljava/lang/Object;
public static fun unaryOperation (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/Algebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function1;
} }
@ -1156,6 +1161,7 @@ public final class space/kscience/kmath/operations/AlgebraExtensionsKt {
public final class space/kscience/kmath/operations/AlgebraKt { public final class space/kscience/kmath/operations/AlgebraKt {
public static final fun bindSymbol (Lspace/kscience/kmath/operations/Algebra;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object; public static final fun bindSymbol (Lspace/kscience/kmath/operations/Algebra;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object;
public static final fun bindSymbolOrNull (Lspace/kscience/kmath/operations/Algebra;Lspace/kscience/kmath/misc/Symbol;)Ljava/lang/Object;
public static final fun invoke (Lspace/kscience/kmath/operations/Algebra;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object; public static final fun invoke (Lspace/kscience/kmath/operations/Algebra;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object;
} }
@ -1201,6 +1207,8 @@ public final class space/kscience/kmath/operations/BigIntField : space/kscience/
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/operations/BigInt; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/operations/BigInt;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/operations/BigInt;
public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun div (Lspace/kscience/kmath/operations/BigInt;Ljava/lang/Number;)Lspace/kscience/kmath/operations/BigInt; public fun div (Lspace/kscience/kmath/operations/BigInt;Ljava/lang/Number;)Lspace/kscience/kmath/operations/BigInt;
@ -1274,6 +1282,8 @@ public final class space/kscience/kmath/operations/ByteRing : space/kscience/kma
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Byte; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Byte;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Byte;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun getOne ()Ljava/lang/Byte; public fun getOne ()Ljava/lang/Byte;
public synthetic fun getOne ()Ljava/lang/Object; public synthetic fun getOne ()Ljava/lang/Object;
public fun getZero ()Ljava/lang/Byte; public fun getZero ()Ljava/lang/Byte;
@ -1326,6 +1336,8 @@ public final class space/kscience/kmath/operations/DoubleField : space/kscience/
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Double; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Double;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Double;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun cos (D)Ljava/lang/Double; public fun cos (D)Ljava/lang/Double;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cosh (D)Ljava/lang/Double; public fun cosh (D)Ljava/lang/Double;
@ -1426,6 +1438,7 @@ public final class space/kscience/kmath/operations/ExponentialOperations$Default
public static fun binaryOperation (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun unaryOperation (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/ExponentialOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1;
} }
@ -1447,6 +1460,7 @@ public final class space/kscience/kmath/operations/ExtendedField$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/String;)Ljava/lang/Object;
public static fun cosh (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;)Ljava/lang/Object; public static fun cosh (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;)Ljava/lang/Object;
public static fun div (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public static fun div (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/ExtendedField;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
@ -1480,6 +1494,7 @@ public final class space/kscience/kmath/operations/ExtendedFieldOperations$Defau
public static fun binaryOperation (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun div (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun minus (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun plus (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/ExtendedFieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
@ -1501,6 +1516,7 @@ public final class space/kscience/kmath/operations/Field$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;)Ljava/lang/Object;
public static fun div (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public static fun div (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/Field;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
@ -1534,6 +1550,7 @@ public final class space/kscience/kmath/operations/FieldOperations$DefaultImpls
public static fun binaryOperation (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun div (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun minus (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun plus (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/FieldOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
@ -1564,6 +1581,8 @@ public final class space/kscience/kmath/operations/FloatField : space/kscience/k
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Float; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Float;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Float;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun cos (F)Ljava/lang/Float; public fun cos (F)Ljava/lang/Float;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cosh (F)Ljava/lang/Float; public fun cosh (F)Ljava/lang/Float;
@ -1637,6 +1656,7 @@ public final class space/kscience/kmath/operations/Group$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;)Ljava/lang/Object;
public static fun minus (Lspace/kscience/kmath/operations/Group;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/Group;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun plus (Lspace/kscience/kmath/operations/Group;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/Group;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun unaryOperation (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/Group;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
@ -1666,6 +1686,7 @@ public final class space/kscience/kmath/operations/GroupOperations$DefaultImpls
public static fun binaryOperation (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun minus (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun plus (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun unaryOperation (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/GroupOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
@ -1682,6 +1703,8 @@ public final class space/kscience/kmath/operations/IntRing : space/kscience/kmat
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Integer; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Integer;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Integer;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun getOne ()Ljava/lang/Integer; public fun getOne ()Ljava/lang/Integer;
public synthetic fun getOne ()Ljava/lang/Object; public synthetic fun getOne ()Ljava/lang/Object;
public fun getZero ()Ljava/lang/Integer; public fun getZero ()Ljava/lang/Integer;
@ -1732,6 +1755,8 @@ public abstract class space/kscience/kmath/operations/JBigDecimalFieldBase : spa
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Ljava/math/BigDecimal; public fun bindSymbol (Ljava/lang/String;)Ljava/math/BigDecimal;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/math/BigDecimal;
public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun div (Ljava/math/BigDecimal;Ljava/lang/Number;)Ljava/math/BigDecimal; public fun div (Ljava/math/BigDecimal;Ljava/lang/Number;)Ljava/math/BigDecimal;
@ -1788,6 +1813,8 @@ public final class space/kscience/kmath/operations/JBigIntegerField : space/ksci
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Ljava/math/BigInteger; public fun bindSymbol (Ljava/lang/String;)Ljava/math/BigInteger;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/math/BigInteger;
public synthetic fun getOne ()Ljava/lang/Object; public synthetic fun getOne ()Ljava/lang/Object;
public fun getOne ()Ljava/math/BigInteger; public fun getOne ()Ljava/math/BigInteger;
public synthetic fun getZero ()Ljava/lang/Object; public synthetic fun getZero ()Ljava/lang/Object;
@ -1829,6 +1856,8 @@ public final class space/kscience/kmath/operations/LongRing : space/kscience/kma
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Long; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Long;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Long;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun getOne ()Ljava/lang/Long; public fun getOne ()Ljava/lang/Long;
public synthetic fun getOne ()Ljava/lang/Object; public synthetic fun getOne ()Ljava/lang/Object;
public fun getZero ()Ljava/lang/Long; public fun getZero ()Ljava/lang/Long;
@ -1868,6 +1897,7 @@ public final class space/kscience/kmath/operations/NumbersAddOperations$DefaultI
public static fun binaryOperation (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun minus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/NumbersAddOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
@ -1895,6 +1925,7 @@ public final class space/kscience/kmath/operations/NumericAlgebra$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;)Ljava/lang/Object;
public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun leftSideNumberOperation (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun leftSideNumberOperationFunction (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun rightSideNumberOperation (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun rightSideNumberOperation (Lspace/kscience/kmath/operations/NumericAlgebra;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
@ -1924,6 +1955,7 @@ public final class space/kscience/kmath/operations/PowerOperations$DefaultImpls
public static fun binaryOperation (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun pow (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun pow (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public static fun sqrt (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/Object;)Ljava/lang/Object; public static fun sqrt (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/Object;)Ljava/lang/Object;
public static fun unaryOperation (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/PowerOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
@ -1938,6 +1970,7 @@ public final class space/kscience/kmath/operations/Ring$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/Ring;Ljava/lang/String;)Ljava/lang/Object;
public static fun minus (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun plus (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun times (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
@ -1962,6 +1995,7 @@ public final class space/kscience/kmath/operations/RingOperations$DefaultImpls {
public static fun binaryOperation (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun minus (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun minus (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun plus (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun plus (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun times (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/RingOperations;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
@ -1981,6 +2015,7 @@ public final class space/kscience/kmath/operations/ScaleOperations$DefaultImpls
public static fun binaryOperation (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun div (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun div (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public static fun times (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
public static fun times (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public static fun times (Lspace/kscience/kmath/operations/ScaleOperations;Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
@ -1997,6 +2032,8 @@ public final class space/kscience/kmath/operations/ShortRing : space/kscience/km
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Short; public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Short;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Short;
public synthetic fun getOne ()Ljava/lang/Object; public synthetic fun getOne ()Ljava/lang/Object;
public fun getOne ()Ljava/lang/Short; public fun getOne ()Ljava/lang/Short;
public synthetic fun getZero ()Ljava/lang/Object; public synthetic fun getZero ()Ljava/lang/Object;
@ -2057,6 +2094,7 @@ public final class space/kscience/kmath/operations/TrigonometricOperations$Defau
public static fun binaryOperation (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public static fun binaryOperation (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public static fun binaryOperationFunction (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public static fun bindSymbol (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;)Ljava/lang/Object; public static fun bindSymbol (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun bindSymbolOrNull (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;)Ljava/lang/Object;
public static fun unaryOperation (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object; public static fun unaryOperation (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1; public static fun unaryOperationFunction (Lspace/kscience/kmath/operations/TrigonometricOperations;Ljava/lang/String;)Lkotlin/jvm/functions/Function1;
} }
@ -2147,6 +2185,8 @@ public final class space/kscience/kmath/structures/DoubleBufferField : space/ksc
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/structures/Buffer; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/structures/Buffer;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/structures/Buffer;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cos-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D public fun cos-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D
public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object;
@ -2232,6 +2272,8 @@ public final class space/kscience/kmath/structures/DoubleBufferFieldOperations :
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/structures/Buffer; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/structures/Buffer;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/structures/Buffer;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cos-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D public fun cos-Udx-57Q (Lspace/kscience/kmath/structures/Buffer;)[D
public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object;

17
kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/Expression.kt
View File

@ -55,15 +55,6 @@ public operator fun <T> Expression<T>.invoke(vararg pairs: Pair<String, T>): T =
* @param E type of the actual expression state * @param E type of the actual expression state
*/ */
public interface ExpressionAlgebra<in T, E> : Algebra<E> { public interface ExpressionAlgebra<in T, E> : Algebra<E> {
/**
* Bind a given [Symbol] to this context variable and produce context-specific object. Return null if symbol could not be bound in current context.
*/
public fun bindSymbolOrNull(symbol: Symbol): E?
/**
* Bind a string to a context using [StringSymbol]
*/
override fun bindSymbol(value: String): E = bindSymbol(StringSymbol(value))
/** /**
* A constant expression which does not depend on arguments * A constant expression which does not depend on arguments
@ -71,15 +62,9 @@ public interface ExpressionAlgebra<in T, E> : Algebra<E> {
public fun const(value: T): E public fun const(value: T): E
} }
/**
* Bind a given [Symbol] to this context variable and produce context-specific object.
*/
public fun <T, E> ExpressionAlgebra<T, E>.bindSymbol(symbol: Symbol): E =
bindSymbolOrNull(symbol) ?: error("Symbol $symbol could not be bound to $this")
/** /**
* Bind a symbol by name inside the [ExpressionAlgebra] * Bind a symbol by name inside the [ExpressionAlgebra]
*/ */
public fun <T, E> ExpressionAlgebra<T, E>.binding(): ReadOnlyProperty<Any?, E> = ReadOnlyProperty { _, property -> public fun <T, E> ExpressionAlgebra<T, E>.binding(): ReadOnlyProperty<Any?, E> = ReadOnlyProperty { _, property ->
bindSymbol(StringSymbol(property.name)) ?: error("A variable with name ${property.name} does not exist") bindSymbol(property.name) ?: error("A variable with name ${property.name} does not exist")
} }

9
kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/FunctionalExpressionAlgebra.kt
View File

@ -1,6 +1,6 @@
package space.kscience.kmath.expressions package space.kscience.kmath.expressions
import space.kscience.kmath.misc.Symbol import space.kscience.kmath.misc.StringSymbol
import space.kscience.kmath.operations.* import space.kscience.kmath.operations.*
/** /**
@ -19,8 +19,8 @@ public abstract class FunctionalExpressionAlgebra<T, A : Algebra<T>>(
/** /**
* Builds an Expression to access a variable. * Builds an Expression to access a variable.
*/ */
public override fun bindSymbolOrNull(symbol: Symbol): Expression<T>? = Expression { arguments -> override fun bindSymbolOrNull(value: String): Expression<T>? = Expression { arguments ->
arguments[symbol] ?: error("Argument not found: $symbol") arguments[StringSymbol(value)] ?: error("Argument not found: $value")
} }
/** /**
@ -101,8 +101,7 @@ public open class FunctionalExpressionRing<T, A : Ring<T>>(
public open class FunctionalExpressionField<T, A : Field<T>>( public open class FunctionalExpressionField<T, A : Field<T>>(
algebra: A, algebra: A,
) : FunctionalExpressionRing<T, A>(algebra), Field<Expression<T>>, ) : FunctionalExpressionRing<T, A>(algebra), Field<Expression<T>>, ScaleOperations<Expression<T>> {
ScaleOperations<Expression<T>> {
/** /**
* Builds an Expression of division an expression by another one. * Builds an Expression of division an expression by another one.
*/ */

2
kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt
View File

@ -85,7 +85,7 @@ public open class SimpleAutoDiffField<T : Any, F : Field<T>>(
override fun hashCode(): Int = identity.hashCode() override fun hashCode(): Int = identity.hashCode()
} }
public override fun bindSymbolOrNull(symbol: Symbol): AutoDiffValue<T>? = bindings[symbol.identity] override fun bindSymbolOrNull(value: String): AutoDiffValue<T>? = bindings[value]
private fun getDerivative(variable: AutoDiffValue<T>): T = private fun getDerivative(variable: AutoDiffValue<T>): T =
(variable as? AutoDiffVariableWithDerivative)?.d ?: derivatives[variable] ?: context.zero (variable as? AutoDiffVariableWithDerivative)?.d ?: derivatives[variable] ?: context.zero

14
kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/Algebra.kt
View File

@ -23,10 +23,18 @@ public interface Algebra<T> {
* *
* In case if algebra can't parse the string, this method must throw [kotlin.IllegalStateException]. * In case if algebra can't parse the string, this method must throw [kotlin.IllegalStateException].
* *
* Returns `null` if symbol could not be bound to the context
*
* @param value the raw string. * @param value the raw string.
* @return an object. * @return an object.
*/ */
public fun bindSymbol(value: String): T = error("Wrapping of '$value' is not supported in $this") public fun bindSymbolOrNull(value: String): T? = null
/**
* The same as [bindSymbolOrNull] but throws an error if symbol could not be bound
*/
public fun bindSymbol(value: String): T =
bindSymbolOrNull(value) ?: error("Symbol '$value' is not supported in $this")
/** /**
* Dynamically dispatches an unary operation with the certain name. * Dynamically dispatches an unary operation with the certain name.
@ -91,7 +99,9 @@ public interface Algebra<T> {
binaryOperationFunction(operation)(left, right) binaryOperationFunction(operation)(left, right)
} }
public fun <T : Any> Algebra<T>.bindSymbol(symbol: Symbol): T = bindSymbol(symbol.identity) public fun <T> Algebra<T>.bindSymbolOrNull(symbol: Symbol): T? = bindSymbolOrNull(symbol.identity)
public fun <T> Algebra<T>.bindSymbol(symbol: Symbol): T = bindSymbol(symbol.identity)
/** /**
* Call a block with an [Algebra] as receiver. * Call a block with an [Algebra] as receiver.

1
kmath-core/src/commonTest/kotlin/space/kscience/kmath/expressions/SimpleAutoDiffTest.kt
View File

@ -3,6 +3,7 @@ package space.kscience.kmath.expressions
import space.kscience.kmath.misc.Symbol import space.kscience.kmath.misc.Symbol
import space.kscience.kmath.misc.symbol import space.kscience.kmath.misc.symbol
import space.kscience.kmath.operations.DoubleField import space.kscience.kmath.operations.DoubleField
import space.kscience.kmath.operations.bindSymbol
import space.kscience.kmath.structures.Buffer import space.kscience.kmath.structures.Buffer
import space.kscience.kmath.structures.asBuffer import space.kscience.kmath.structures.asBuffer
import kotlin.math.E import kotlin.math.E

2
kmath-viktor/api/kmath-viktor.api
View File

@ -46,6 +46,8 @@ public final class space/kscience/kmath/viktor/ViktorFieldND : space/kscience/km
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2; public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object; public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND; public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND;
public fun combine-WKhNzhk (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lorg/jetbrains/bio/viktor/F64Array; public fun combine-WKhNzhk (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lorg/jetbrains/bio/viktor/F64Array;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;