kscience/kmath
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Added Levenberg-Marquardt algorithm and svd Golub-Kahan #513

Merged
margarita0303 merged 35 commits from dev into dev 2023-06-19 16:11:59 +03:00
Conversation 2 Commits 35 Files Changed 16 +74 -472
23 changed files with 74 additions and 472 deletions
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Showing only changes of commit c017d58265 - Show all commits

5
README.md
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@ -2,7 +2,7 @@
[![DOI](https://zenodo.org/badge/129486382.svg)](https://zenodo.org/badge/latestdoi/129486382)
![Gradle build](https://github.com/SciProgCentre/kmath/workflows/Gradle%20build/badge.svg)
[![Maven Central](https://img.shields.io/maven-central/v/space.kscience/kmath-core.svg?label=Maven%20Central)](https://search.maven.org/search?q=g:%22space.kscience%22)
[![Space](https://img.shields.io/badge/dynamic/xml?color=orange&label=Space&query=//metadata/versioning/latest&url=https%3A%2F%2Fmaven.pkg.jetbrains.space%2Fmipt-npm%2Fp%2Fsci%2Fmaven%2Fspace%2Fkscience%2Fkmath-core%2Fmaven-metadata.xml)](https://maven.pkg.jetbrains.space/mipt-npm/p/sci/maven/space/kscience/)
[![Space](https://img.shields.io/badge/dynamic/xml?color=orange&label=Space&query=//metadata/versioning/latest&url=https%3A%2F%2Fmaven.pkg.jetbrains.space%2Fmipt-npm%2Fp%2Fsci%2Fmaven%2Fspace%2Fkscience%2Fkmath-core%2Fmaven-metadata.xml)](https://maven.pkg.jetbrains.space/spc/p/sci/maven/space/kscience/)
# KMath
@ -297,5 +297,4 @@ Gradle `6.0+` is required for multiplatform artifacts.
The project requires a lot of additional work. The most important thing we need is a feedback about what features are
required the most. Feel free to create feature requests. We are also welcome to code contributions, especially in issues
marked with
[waiting for a hero](https://github.com/mipt-npm/kmath/labels/waiting%20for%20a%20hero) label.
marked with [waiting for a hero](https://github.com/SciProgCentre/kmath/labels/waiting%20for%20a%20hero) label.

5
benchmarks/build.gradle.kts
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@ -29,6 +29,9 @@ kotlin {
all {
languageSettings {
progressiveMode = true
optIn("kotlin.contracts.ExperimentalContracts")
optIn("kotlin.ExperimentalUnsignedTypes")
optIn("space.kscience.kmath.UnstableKMathAPI")
}
}
@ -153,7 +156,7 @@ kotlin.sourceSets.all {
with(languageSettings) {
optIn("kotlin.contracts.ExperimentalContracts")
optIn("kotlin.ExperimentalUnsignedTypes")
optIn("space.kscience.kmath.misc.UnstableKMathAPI")
optIn("space.kscience.kmath.UnstableKMathAPI")
}
}

4
build.gradle.kts
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@ -72,9 +72,9 @@ ksciencePublish {
"https://maven.pkg.jetbrains.space/spc/p/sci/maven"
}
)
sonatype()
sonatype("https://oss.sonatype.org")
}
apiValidation.nonPublicMarkers.add("space.kscience.kmath.misc.UnstableKMathAPI")
apiValidation.nonPublicMarkers.add("space.kscience.kmath.UnstableKMathAPI")
val multikVersion by extra("0.2.0")

11
buildSrc/build.gradle.kts
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@ -3,8 +3,6 @@ plugins {
`version-catalog`
}
java.targetCompatibility = JavaVersion.VERSION_11
repositories {
mavenLocal()
maven("https://repo.kotlin.link")
@ -26,6 +24,11 @@ dependencies {
implementation("com.fasterxml.jackson.module:jackson-module-kotlin:2.14.+")
}
kotlin.sourceSets.all {
languageSettings.optIn("kotlin.OptIn")
kotlin{
jvmToolchain{
languageVersion.set(JavaLanguageVersion.of(11))
}
sourceSets.all {
languageSettings.optIn("kotlin.OptIn")
}
}

1
buildSrc/settings.gradle.kts
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@ -2,6 +2,7 @@
* Copyright 2018-2021 KMath contributors.
* Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file.
*/
rootProject.name = "kmath"
enableFeaturePreview("TYPESAFE_PROJECT_ACCESSORS")

5
buildSrc/src/main/kotlin/space/kscience/kmath/benchmarks/addBenchmarkProperties.kt
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@ -5,9 +5,9 @@
package space.kscience.kmath.benchmarks
import kotlinx.benchmark.gradle.BenchmarksExtension
import com.fasterxml.jackson.module.kotlin.jacksonObjectMapper
import com.fasterxml.jackson.module.kotlin.readValue
import kotlinx.benchmark.gradle.BenchmarksExtension
import org.gradle.api.Project
import space.kscience.gradle.KScienceReadmeExtension
import java.time.LocalDateTime
@ -16,6 +16,7 @@ import java.time.format.DateTimeFormatter
import java.time.format.DateTimeFormatterBuilder
import java.time.format.SignStyle
import java.time.temporal.ChronoField.*
import java.util.*
private val ISO_DATE_TIME: DateTimeFormatter = DateTimeFormatterBuilder().run {
parseCaseInsensitive()
@ -52,7 +53,7 @@ fun Project.addBenchmarkProperties() {
rootProject.subprojects.forEach { p ->
p.extensions.findByType(KScienceReadmeExtension::class.java)?.run {
benchmarksProject.extensions.findByType(BenchmarksExtension::class.java)?.configurations?.forEach { cfg ->
property("benchmark${cfg.name.capitalize()}") {
property("benchmark${cfg.name.replaceFirstChar { if (it.isLowerCase()) it.titlecase(Locale.getDefault()) else it.toString() }}") {
val launches = benchmarksProject.buildDir.resolve("reports/benchmarks/${cfg.name}")
val resDirectory = launches.listFiles()?.maxByOrNull {

4
examples/build.gradle.kts
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@ -58,10 +58,10 @@ dependencies {
kotlin {
jvmToolchain(11)
sourceSets.all {
with(languageSettings) {
languageSettings {
optIn("kotlin.contracts.ExperimentalContracts")
optIn("kotlin.ExperimentalUnsignedTypes")
optIn("space.kscience.kmath.misc.UnstableKMathAPI")
optIn("space.kscience.kmath.UnstableKMathAPI")
}
}
}

18
examples/src/main/kotlin/space/kscience/kmath/expressions/autodiff.kt
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@ -26,7 +26,7 @@ fun main() {
}
// Then we can evaluate it at any point ((-1, -1) in the case):
println(someExpression(mapOf(x to -1.0, y to -1.0)))
println(someExpression(x to -1.0, y to -1.0))
// >>> -2.0
// We can also construct its partial derivatives:
@ -35,23 +35,23 @@ fun main() {
val dxdxExpression = someExpression.derivative(x, x) // ∂^2/∂x^2. Must be `0`
// We can evaluate them as well
println(dxExpression(mapOf(x to 57.0, y to 6.0)))
println(dxExpression(x to 57.0, y to 6.0))
// >>> 7.0
println(dyExpression(mapOf(x to -1.0, y to 179.0)))
println(dyExpression(x to -1.0, y to 179.0))
// >>> 0.0
println(dxdxExpression(mapOf(x to 239.0, y to 30.0)))
println(dxdxExpression(x to 239.0, y to 30.0))
// >>> 0.0
// You can also provide extra arguments that obviously won't affect the result:
println(dxExpression(mapOf(x to 57.0, y to 6.0, z to 42.0)))
println(dxExpression(x to 57.0, y to 6.0, z to 42.0))
// >>> 7.0
println(dyExpression(mapOf(x to -1.0, y to 179.0, z to 0.0)))
println(dyExpression(x to -1.0, y to 179.0, z to 0.0))
// >>> 0.0
println(dxdxExpression(mapOf(x to 239.0, y to 30.0, z to 100_000.0)))
println(dxdxExpression(x to 239.0, y to 30.0, z to 100_000.0))
// >>> 0.0
// But in case you forgot to specify bound symbol's value, exception is thrown:
println( runCatching { someExpression(mapOf(z to 4.0)) } )
println( runCatching { someExpression(z to 4.0) } )
// >>> Failure(java.lang.IllegalStateException: Symbol 'x' is not supported in ...)
// The reason is that the expression is evaluated lazily,
@ -63,7 +63,7 @@ fun main() {
x pow 2
}
// When you evaluate it via
simpleExpression(mapOf(x to 1.0, y to 57.0, z to 179.0))
simpleExpression(x to 1.0, y to 57.0, z to 179.0)
// lambda above has the context of map `{x: 1.0, y: 57.0, z: 179.0}`.
// When x is bound, you can think of it as substitution `x -> 1.0`.
// Other values are unused which does not make any problem to us.

2
gradle.properties
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@ -9,7 +9,7 @@ kotlin.native.ignoreDisabledTargets=true
org.gradle.configureondemand=true
org.gradle.jvmargs=-Xmx4096m
toolsVersion=0.14.6-kotlin-1.8.20
toolsVersion=0.14.8-kotlin-1.8.20
org.gradle.parallel=true

2
gradle/wrapper/gradle-wrapper.properties vendored
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@ -1,5 +1,5 @@
distributionBase=GRADLE_USER_HOME
distributionPath=wrapper/dists
distributionUrl=https\://services.gradle.org/distributions/gradle-7.6-bin.zip
distributionUrl=https\://services.gradle.org/distributions/gradle-8.1.1-bin.zip
zipStoreBase=GRADLE_USER_HOME
zipStorePath=wrapper/dists

2
kmath-ast/build.gradle.kts
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@ -46,7 +46,7 @@ kotlin {
sourceSets {
filter { it.name.contains("test", true) }
.map(org.jetbrains.kotlin.gradle.plugin.KotlinSourceSet::languageSettings)
.forEach { it.optIn("space.kscience.kmath.misc.UnstableKMathAPI") }
.forEach { it.optIn("space.kscience.kmath.UnstableKMathAPI") }
}
}

18
kmath-complex/build.gradle.kts
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@ -7,23 +7,7 @@ kscience {
js()
native()
wasm{
browser {
testTask {
useKarma {
this.webpackConfig.experiments.add("topLevelAwait")
useChromeHeadless()
useConfigDirectory(project.projectDir.resolve("karma.config.d").resolve("wasm"))
}
}
}
}
wasmTest{
dependencies {
implementation(kotlin("test"))
}
}
wasm()
dependencies {
api(projects.kmathCore)

350
kmath-core/api/kmath-core.api
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@ -1,98 +1,22 @@
public abstract interface class space/kscience/kmath/data/ColumnarData {
public abstract fun get (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/structures/Buffer;
public abstract fun getSize ()I
}
public final class space/kscience/kmath/data/ColumnarDataKt {
public static final fun asColumnarData (Lspace/kscience/kmath/nd/Structure2D;Ljava/util/Map;)Lspace/kscience/kmath/data/ColumnarData;
public static final fun getIndices (Lspace/kscience/kmath/data/ColumnarData;)Lkotlin/ranges/IntRange;
}
public abstract interface class space/kscience/kmath/data/XYColumnarData : space/kscience/kmath/data/ColumnarData {
public static final field Companion Lspace/kscience/kmath/data/XYColumnarData$Companion;
public fun get (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/structures/Buffer;
public abstract fun getX ()Lspace/kscience/kmath/structures/Buffer;
public abstract fun getY ()Lspace/kscience/kmath/structures/Buffer;
}
public final class space/kscience/kmath/data/XYColumnarData$Companion {
public final fun of (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/data/XYColumnarData;
}
public final class space/kscience/kmath/data/XYColumnarDataKt {
public static final fun asXYData (Lspace/kscience/kmath/data/ColumnarData;Lspace/kscience/kmath/expressions/Symbol;Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/data/XYColumnarData;
public static final fun asXYData (Lspace/kscience/kmath/nd/Structure2D;II)Lspace/kscience/kmath/data/XYColumnarData;
public static synthetic fun asXYData$default (Lspace/kscience/kmath/nd/Structure2D;IIILjava/lang/Object;)Lspace/kscience/kmath/data/XYColumnarData;
}
public abstract interface class space/kscience/kmath/data/XYErrorColumnarData : space/kscience/kmath/data/XYColumnarData {
public static final field Companion Lspace/kscience/kmath/data/XYErrorColumnarData$Companion;
public fun get (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/structures/Buffer;
public abstract fun getYErr ()Lspace/kscience/kmath/structures/Buffer;
}
public final class space/kscience/kmath/data/XYErrorColumnarData$Companion {
public final fun of (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/data/XYErrorColumnarData;
}
public abstract interface class space/kscience/kmath/data/XYZColumnarData : space/kscience/kmath/data/XYColumnarData {
public fun get (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/structures/Buffer;
public abstract fun getZ ()Lspace/kscience/kmath/structures/Buffer;
}
public abstract interface class space/kscience/kmath/domains/Domain {
public abstract fun contains (Lspace/kscience/kmath/structures/Buffer;)Z
public abstract fun getDimension ()I
}
public abstract class space/kscience/kmath/domains/Domain1D : space/kscience/kmath/domains/Domain {
public fun <init> (Lkotlin/ranges/ClosedRange;)V
public final fun contains (Ljava/lang/Comparable;)Z
public fun contains (Lspace/kscience/kmath/structures/Buffer;)Z
public fun getDimension ()I
public final fun getRange ()Lkotlin/ranges/ClosedRange;
}
public final class space/kscience/kmath/domains/Domain1DKt {
public static final fun getCenter (Lspace/kscience/kmath/domains/Domain1D;)D
}
public abstract interface class space/kscience/kmath/domains/DoubleDomain : space/kscience/kmath/domains/Domain {
public abstract fun getLowerBound (I)D
public abstract fun getUpperBound (I)D
public abstract fun volume ()D
}
public final class space/kscience/kmath/domains/DoubleDomain1D : space/kscience/kmath/domains/Domain1D, space/kscience/kmath/domains/DoubleDomain {
public fun <init> (Lkotlin/ranges/ClosedFloatingPointRange;)V
public fun equals (Ljava/lang/Object;)Z
public final fun getDoubleRange ()Lkotlin/ranges/ClosedFloatingPointRange;
public fun getLowerBound (I)D
public fun getUpperBound (I)D
public fun hashCode ()I
public fun toString ()Ljava/lang/String;
public fun volume ()D
}
public final class space/kscience/kmath/domains/HyperSquareDomain : space/kscience/kmath/domains/DoubleDomain {
public fun <init> (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)V
public fun contains (Lspace/kscience/kmath/structures/Buffer;)Z
public final fun getCenter-Dv3HvWU ()[D
public fun getDimension ()I
public final fun getLower ()Lspace/kscience/kmath/structures/Buffer;
public fun getLowerBound (I)D
public final fun getUpper ()Lspace/kscience/kmath/structures/Buffer;
public fun getUpperBound (I)D
public fun volume ()D
}
public final class space/kscience/kmath/domains/UnconstrainedDomain : space/kscience/kmath/domains/DoubleDomain {
public fun <init> (I)V
public fun contains (Lspace/kscience/kmath/structures/Buffer;)Z
public fun getDimension ()I
public fun getLowerBound (I)D
public fun getUpperBound (I)D
public fun volume ()D
}
public abstract interface class space/kscience/kmath/expressions/AutoDiffProcessor {
@ -104,43 +28,7 @@ public class space/kscience/kmath/expressions/AutoDiffValue {
public final fun getValue ()Ljava/lang/Object;
}
public abstract interface class space/kscience/kmath/expressions/DS {
public abstract fun getData ()Lspace/kscience/kmath/structures/Buffer;
public abstract fun getDerivativeAlgebra ()Lspace/kscience/kmath/expressions/DSAlgebra;
}
public abstract class space/kscience/kmath/expressions/DSAlgebra : space/kscience/kmath/expressions/ExpressionAlgebra, space/kscience/kmath/expressions/SymbolIndexer {
public fun <init> (Lspace/kscience/kmath/operations/Ring;ILjava/util/Map;)V
protected final fun DS (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbol (Ljava/lang/String;)Lspace/kscience/kmath/expressions/DSAlgebra$DSSymbol;
public final fun bindSymbol (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/DSAlgebra$DSSymbol;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/expressions/DSAlgebra$DSSymbol;
public final fun bindSymbolOrNull (Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/DSAlgebra$DSSymbol;
public synthetic fun const (Ljava/lang/Object;)Ljava/lang/Object;
public fun const (Ljava/lang/Object;)Lspace/kscience/kmath/expressions/DS;
public final fun derivative (Lspace/kscience/kmath/expressions/DS;Ljava/util/List;)Ljava/lang/Object;
public final fun derivative (Lspace/kscience/kmath/expressions/DS;[Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object;
public final fun getAlgebra ()Lspace/kscience/kmath/operations/Ring;
public final fun getCompiler ()Lspace/kscience/kmath/expressions/DSCompiler;
public final fun getOrder ()I
public fun getSymbols ()Ljava/util/List;
public final fun ofDerivatives ([Ljava/lang/Object;)Lspace/kscience/kmath/expressions/DS;
public final fun variable (ILjava/lang/Object;)Lspace/kscience/kmath/expressions/DS;
}
public final class space/kscience/kmath/expressions/DSAlgebra$DSSymbol : space/kscience/kmath/expressions/DS, space/kscience/kmath/expressions/Symbol {
public fun getData ()Lspace/kscience/kmath/structures/Buffer;
public fun getDerivativeAlgebra ()Lspace/kscience/kmath/expressions/DSAlgebra;
public fun getIdentity ()Ljava/lang/String;
}
public final class space/kscience/kmath/expressions/DSAlgebraKt {
public static final fun derivative (Lspace/kscience/kmath/expressions/DS;Ljava/util/List;)Ljava/lang/Object;
public static final fun derivative (Lspace/kscience/kmath/expressions/DS;[Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object;
public static final fun getAutodiff (Lkotlin/jvm/internal/DoubleCompanionObject;)Lspace/kscience/kmath/expressions/DSFieldProcessor;
public static final fun getValue (Lspace/kscience/kmath/expressions/DS;)Ljava/lang/Object;
}
public final class space/kscience/kmath/expressions/DSCompiler {
@ -153,91 +41,6 @@ public final class space/kscience/kmath/expressions/DSCompiler {
public final fun getSizes ()[[I
}
public final class space/kscience/kmath/expressions/DSField : space/kscience/kmath/expressions/DSRing, space/kscience/kmath/operations/ExtendedField {
public fun <init> (Lspace/kscience/kmath/operations/ExtendedField;ILjava/util/Map;)V
public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object;
public fun acos (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun acosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun acosh (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun asin (Ljava/lang/Object;)Ljava/lang/Object;
public fun asin (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun asinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun asinh (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun atan (Ljava/lang/Object;)Ljava/lang/Object;
public fun atan (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun atanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun atanh (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cos (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun cosh (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun divide (Lspace/kscience/kmath/expressions/DS;Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object;
public fun exp (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object;
public fun ln (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object;
public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public fun power (Lspace/kscience/kmath/expressions/DS;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/DS;
public final fun power (Lspace/kscience/kmath/expressions/DS;Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object;
public fun sin (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun sinh (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun sqrt (Ljava/lang/Object;)Ljava/lang/Object;
public fun sqrt (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object;
public fun tan (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun tanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun tanh (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
}
public final class space/kscience/kmath/expressions/DSFieldExpression : space/kscience/kmath/expressions/DifferentiableExpression {
public fun <init> (Lspace/kscience/kmath/operations/ExtendedField;Lkotlin/jvm/functions/Function1;)V
public fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression;
public final fun getAlgebra ()Lspace/kscience/kmath/operations/ExtendedField;
public final fun getFunction ()Lkotlin/jvm/functions/Function1;
public fun invoke (Ljava/util/Map;)Ljava/lang/Object;
}
public final class space/kscience/kmath/expressions/DSFieldProcessor : space/kscience/kmath/expressions/AutoDiffProcessor {
public fun <init> (Lspace/kscience/kmath/operations/ExtendedField;)V
public fun differentiate (Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/expressions/DifferentiableExpression;
public final fun getAlgebra ()Lspace/kscience/kmath/operations/ExtendedField;
}
public class space/kscience/kmath/expressions/DSRing : space/kscience/kmath/expressions/DSAlgebra, space/kscience/kmath/operations/NumbersAddOps, space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/Ring, space/kscience/kmath/operations/ScaleOperations {
public fun <init> (Lspace/kscience/kmath/operations/Ring;ILjava/util/Map;)V
public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun add (Lspace/kscience/kmath/expressions/DS;Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/expressions/DSAlgebra$DSSymbol;
public final fun getElementBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory;
public synthetic fun getOne ()Ljava/lang/Object;
public fun getOne ()Lspace/kscience/kmath/expressions/DS;
public synthetic fun getZero ()Ljava/lang/Object;
public fun getZero ()Lspace/kscience/kmath/expressions/DS;
protected final fun mapData (Lspace/kscience/kmath/expressions/DS;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/expressions/DS;
protected final fun mapDataIndexed (Lspace/kscience/kmath/expressions/DS;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun minus (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
public fun minus (Ljava/lang/Number;Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun multiply (Lspace/kscience/kmath/expressions/DS;Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object;
public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun plus (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
public fun plus (Ljava/lang/Number;Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public fun plus (Lspace/kscience/kmath/expressions/DS;Ljava/lang/Number;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object;
public fun scale (Lspace/kscience/kmath/expressions/DS;D)Lspace/kscience/kmath/expressions/DS;
protected final fun transformDataBuffer (Lspace/kscience/kmath/expressions/DS;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/expressions/DS;
public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object;
public fun unaryMinus (Lspace/kscience/kmath/expressions/DS;)Lspace/kscience/kmath/expressions/DS;
}
public final class space/kscience/kmath/expressions/DerivationResult {
public fun <init> (Ljava/lang/Object;Ljava/util/Map;Lspace/kscience/kmath/operations/Field;)V
public final fun derivative (Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object;
@ -246,16 +49,6 @@ public final class space/kscience/kmath/expressions/DerivationResult {
public final fun getValue ()Ljava/lang/Object;
}
public final class space/kscience/kmath/expressions/DerivativeStructureRingExpression : space/kscience/kmath/expressions/DifferentiableExpression {
public fun <init> (Lspace/kscience/kmath/operations/Ring;Lspace/kscience/kmath/structures/MutableBufferFactory;Lkotlin/jvm/functions/Function1;)V
public synthetic fun <init> (Lspace/kscience/kmath/operations/Ring;Lspace/kscience/kmath/structures/MutableBufferFactory;Lkotlin/jvm/functions/Function1;ILkotlin/jvm/internal/DefaultConstructorMarker;)V
public fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression;
public final fun getAlgebra ()Lspace/kscience/kmath/operations/Ring;
public final fun getElementBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory;
public final fun getFunction ()Lkotlin/jvm/functions/Function1;
public fun invoke (Ljava/util/Map;)Ljava/lang/Object;
}
public final class space/kscience/kmath/expressions/DiffExpressionWithDefault : space/kscience/kmath/expressions/DifferentiableExpression {
public fun <init> (Lspace/kscience/kmath/expressions/DifferentiableExpression;Ljava/util/Map;)V
public fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression;
@ -275,14 +68,6 @@ public final class space/kscience/kmath/expressions/DifferentiableExpressionKt {
public static final fun derivative (Lspace/kscience/kmath/expressions/SpecialDifferentiableExpression;[Lspace/kscience/kmath/expressions/Symbol;)Lspace/kscience/kmath/expressions/Expression;
}
public abstract interface class space/kscience/kmath/expressions/DoubleExpression : space/kscience/kmath/expressions/Expression {
public static final field Companion Lspace/kscience/kmath/expressions/DoubleExpression$Companion;
public abstract fun getIndexer ()Lspace/kscience/kmath/expressions/SymbolIndexer;
public fun invoke (Ljava/util/Map;)Ljava/lang/Double;
public synthetic fun invoke (Ljava/util/Map;)Ljava/lang/Object;
public abstract fun invoke ([D)D
}
public final class space/kscience/kmath/expressions/DoubleExpression$Companion {
}
@ -298,13 +83,7 @@ public final class space/kscience/kmath/expressions/ExpressionKt {
public static final fun callByString (Lspace/kscience/kmath/expressions/Expression;[Lkotlin/Pair;)Ljava/lang/Object;
public static final fun callBySymbol (Lspace/kscience/kmath/expressions/Expression;[Lkotlin/Pair;)Ljava/lang/Object;
public static final fun getBinding (Lspace/kscience/kmath/expressions/ExpressionAlgebra;)Lkotlin/properties/ReadOnlyProperty;
public static final fun invoke (Lspace/kscience/kmath/expressions/DoubleExpression;)D
public static final fun invoke (Lspace/kscience/kmath/expressions/DoubleExpression;[D)D
public static final fun invoke (Lspace/kscience/kmath/expressions/Expression;)Ljava/lang/Object;
public static final fun invoke (Lspace/kscience/kmath/expressions/IntExpression;)I
public static final fun invoke (Lspace/kscience/kmath/expressions/IntExpression;[I)I
public static final fun invoke (Lspace/kscience/kmath/expressions/LongExpression;)J
public static final fun invoke (Lspace/kscience/kmath/expressions/LongExpression;[J)J
}
public final class space/kscience/kmath/expressions/ExpressionWithDefault : space/kscience/kmath/expressions/Expression {
@ -410,25 +189,9 @@ public class space/kscience/kmath/expressions/FunctionalExpressionRing : space/k
public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1;
}
public abstract interface class space/kscience/kmath/expressions/IntExpression : space/kscience/kmath/expressions/Expression {
public static final field Companion Lspace/kscience/kmath/expressions/IntExpression$Companion;
public abstract fun getIndexer ()Lspace/kscience/kmath/expressions/SymbolIndexer;
public fun invoke (Ljava/util/Map;)Ljava/lang/Integer;
public synthetic fun invoke (Ljava/util/Map;)Ljava/lang/Object;
public abstract fun invoke ([I)I
}
public final class space/kscience/kmath/expressions/IntExpression$Companion {
}
public abstract interface class space/kscience/kmath/expressions/LongExpression : space/kscience/kmath/expressions/Expression {
public static final field Companion Lspace/kscience/kmath/expressions/LongExpression$Companion;
public abstract fun getIndexer ()Lspace/kscience/kmath/expressions/SymbolIndexer;
public fun invoke (Ljava/util/Map;)Ljava/lang/Long;
public synthetic fun invoke (Ljava/util/Map;)Ljava/lang/Object;
public abstract fun invoke ([J)J
}
public final class space/kscience/kmath/expressions/LongExpression$Companion {
}
@ -590,22 +353,6 @@ public final class space/kscience/kmath/expressions/MstGroup : space/kscience/km
public fun unaryPlus (Lspace/kscience/kmath/expressions/MST;)Lspace/kscience/kmath/expressions/MST$Unary;
}
public final class space/kscience/kmath/expressions/MstLogicAlgebra : space/kscience/kmath/operations/LogicAlgebra {
public static final field INSTANCE Lspace/kscience/kmath/expressions/MstLogicAlgebra;
public synthetic fun and (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun and (Lspace/kscience/kmath/expressions/MST;Lspace/kscience/kmath/expressions/MST;)Lspace/kscience/kmath/expressions/MST;
public synthetic fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Lspace/kscience/kmath/expressions/MST;
public synthetic fun const (Z)Ljava/lang/Object;
public fun const (Z)Lspace/kscience/kmath/expressions/Symbol;
public synthetic fun not (Ljava/lang/Object;)Ljava/lang/Object;
public fun not (Lspace/kscience/kmath/expressions/MST;)Lspace/kscience/kmath/expressions/MST;
public synthetic fun or (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun or (Lspace/kscience/kmath/expressions/MST;Lspace/kscience/kmath/expressions/MST;)Lspace/kscience/kmath/expressions/MST;
public synthetic fun xor (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun xor (Lspace/kscience/kmath/expressions/MST;Lspace/kscience/kmath/expressions/MST;)Lspace/kscience/kmath/expressions/MST;
}
public final class space/kscience/kmath/expressions/MstNumericAlgebra : space/kscience/kmath/operations/NumericAlgebra {
public static final field INSTANCE Lspace/kscience/kmath/expressions/MstNumericAlgebra;
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
@ -778,20 +525,6 @@ public final class space/kscience/kmath/expressions/SimpleAutoDiffKt {
public static final fun tanh (Lspace/kscience/kmath/expressions/SimpleAutoDiffField;Lspace/kscience/kmath/expressions/AutoDiffValue;)Lspace/kscience/kmath/expressions/AutoDiffValue;
}
public final class space/kscience/kmath/expressions/SimpleSymbolIndexer : space/kscience/kmath/expressions/SymbolIndexer {
public static final synthetic fun box-impl (Ljava/util/List;)Lspace/kscience/kmath/expressions/SimpleSymbolIndexer;
public static fun constructor-impl (Ljava/util/List;)Ljava/util/List;
public fun equals (Ljava/lang/Object;)Z
public static fun equals-impl (Ljava/util/List;Ljava/lang/Object;)Z
public static final fun equals-impl0 (Ljava/util/List;Ljava/util/List;)Z
public fun getSymbols ()Ljava/util/List;
public fun hashCode ()I
public static fun hashCode-impl (Ljava/util/List;)I
public fun toString ()Ljava/lang/String;
public static fun toString-impl (Ljava/util/List;)Ljava/lang/String;
public final synthetic fun unbox-impl ()Ljava/util/List;
}
public abstract interface class space/kscience/kmath/expressions/SpecialDifferentiableExpression : space/kscience/kmath/expressions/DifferentiableExpression {
public abstract fun derivativeOrNull (Ljava/util/List;)Lspace/kscience/kmath/expressions/Expression;
}
@ -810,25 +543,7 @@ public final class space/kscience/kmath/expressions/Symbol$Companion {
public final fun getZError ()Lspace/kscience/kmath/expressions/Symbol;
}
public abstract interface class space/kscience/kmath/expressions/SymbolIndexer {
public fun get (Ljava/util/List;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object;
public fun get (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/expressions/Symbol;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object;
public fun get (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object;
public fun get ([DLspace/kscience/kmath/expressions/Symbol;)D
public fun get ([Ljava/lang/Object;Lspace/kscience/kmath/expressions/Symbol;)Ljava/lang/Object;
public abstract fun getSymbols ()Ljava/util/List;
public fun indexOf (Lspace/kscience/kmath/expressions/Symbol;)I
public fun toDoubleArray (Ljava/util/Map;)[D
public fun toList (Ljava/util/Map;)Ljava/util/List;
public fun toMap (Lspace/kscience/kmath/structures/Buffer;)Ljava/util/Map;
public fun toMap ([D)Ljava/util/Map;
public fun toPoint (Ljava/util/Map;Lspace/kscience/kmath/structures/BufferFactory;)Lspace/kscience/kmath/structures/Buffer;
public fun toPoint-Udx-57Q (Ljava/util/Map;)[D
}
public final class space/kscience/kmath/expressions/SymbolIndexerKt {
public static final fun withSymbols (Ljava/util/Collection;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object;
public static final fun withSymbols ([Lspace/kscience/kmath/expressions/Symbol;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object;
}
public final class space/kscience/kmath/expressions/SymbolKt {
@ -925,7 +640,6 @@ public abstract interface class space/kscience/kmath/linear/LinearSpace {
public static final field Companion Lspace/kscience/kmath/linear/LinearSpace$Companion;
public abstract fun buildMatrix (IILkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/Structure2D;
public abstract fun buildVector (ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer;
public fun computeFeature (Lspace/kscience/kmath/nd/Structure2D;Lkotlin/reflect/KClass;)Lspace/kscience/kmath/nd/StructureFeature;
public fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D;
public fun dot (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer;
public abstract fun getElementAlgebra ()Lspace/kscience/kmath/operations/Ring;
@ -990,11 +704,9 @@ public final class space/kscience/kmath/linear/MatrixBuilder {
public final class space/kscience/kmath/linear/MatrixBuilderKt {
public static final fun column (Lspace/kscience/kmath/linear/LinearSpace;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/Structure2D;
public static final fun column (Lspace/kscience/kmath/linear/LinearSpace;[Ljava/lang/Object;)Lspace/kscience/kmath/nd/Structure2D;
public static final fun matrix (Lspace/kscience/kmath/linear/LinearSpace;II)Lspace/kscience/kmath/linear/MatrixBuilder;
public static final fun row (Lspace/kscience/kmath/linear/LinearSpace;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/nd/Structure2D;
public static final fun row (Lspace/kscience/kmath/linear/LinearSpace;[Ljava/lang/Object;)Lspace/kscience/kmath/nd/Structure2D;
public static final fun symmetric (Lspace/kscience/kmath/linear/MatrixBuilder;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/Structure2D;
public static final fun vector (Lspace/kscience/kmath/linear/LinearSpace;[Ljava/lang/Object;)Lspace/kscience/kmath/structures/Buffer;
}
public abstract interface class space/kscience/kmath/linear/MatrixFeature : space/kscience/kmath/nd/StructureFeature {
@ -1023,7 +735,6 @@ public final class space/kscience/kmath/linear/MatrixWrapper : space/kscience/km
}
public final class space/kscience/kmath/linear/MatrixWrapperKt {
public static final fun getOrigin (Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D;
public static final fun one (Lspace/kscience/kmath/linear/LinearSpace;II)Lspace/kscience/kmath/nd/Structure2D;
public static final fun plus (Lspace/kscience/kmath/nd/Structure2D;Lspace/kscience/kmath/linear/MatrixFeature;)Lspace/kscience/kmath/linear/MatrixWrapper;
public static final fun transpose (Lspace/kscience/kmath/nd/Structure2D;)Lspace/kscience/kmath/nd/Structure2D;
@ -1163,11 +874,6 @@ public final class space/kscience/kmath/misc/NumbersJVMKt {
}
public final class space/kscience/kmath/misc/SortingKt {
public static final fun indicesSorted (Lspace/kscience/kmath/structures/Buffer;)[I
public static final fun indicesSortedBy (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function1;)[I
public static final fun indicesSortedByDescending (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function1;)[I
public static final fun indicesSortedDescending (Lspace/kscience/kmath/structures/Buffer;)[I
public static final fun indicesSortedWith (Lspace/kscience/kmath/structures/Buffer;Ljava/util/Comparator;)[I
public static final fun requireSorted (Lspace/kscience/kmath/structures/Buffer;)V
public static final fun sorted (Lspace/kscience/kmath/structures/Buffer;)Lspace/kscience/kmath/structures/Buffer;
public static final fun sortedBy (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer;
@ -1178,7 +884,6 @@ public final class space/kscience/kmath/misc/SortingKt {
public abstract interface class space/kscience/kmath/nd/AlgebraND : space/kscience/kmath/operations/Algebra {
public static final field Companion Lspace/kscience/kmath/nd/AlgebraND$Companion;
public abstract fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra;
public fun getFeature (Lspace/kscience/kmath/nd/StructureND;Lkotlin/reflect/KClass;)Lspace/kscience/kmath/nd/StructureFeature;
public fun invoke (Lkotlin/jvm/functions/Function1;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND;
public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND;
@ -1317,7 +1022,6 @@ public final class space/kscience/kmath/nd/DoubleFieldNDKt {
public static final fun getNdAlgebra (Lspace/kscience/kmath/operations/DoubleField;)Lspace/kscience/kmath/nd/DoubleFieldOpsND;
public static final fun ndAlgebra (Lspace/kscience/kmath/operations/DoubleField;[I)Lspace/kscience/kmath/nd/DoubleFieldND;
public static final fun ndAlgebra-waz_sdI (Lspace/kscience/kmath/operations/DoubleField;[I)Lspace/kscience/kmath/nd/DoubleFieldND;
public static final fun withNdAlgebra (Lspace/kscience/kmath/operations/DoubleField;[ILkotlin/jvm/functions/Function1;)Ljava/lang/Object;
}
public abstract class space/kscience/kmath/nd/DoubleFieldOpsND : space/kscience/kmath/nd/BufferedFieldOpsND, space/kscience/kmath/operations/ExtendedFieldOps, space/kscience/kmath/operations/ScaleOperations {
@ -1733,14 +1437,6 @@ public abstract interface class space/kscience/kmath/nd/StructureNDOfInt : space
public abstract fun getInt ([I)I
}
public final class space/kscience/kmath/nd/VirtualDoubleStructureND : space/kscience/kmath/nd/VirtualStructureND {
public synthetic fun <init> ([ILkotlin/jvm/functions/Function1;Lkotlin/jvm/internal/DefaultConstructorMarker;)V
}
public final class space/kscience/kmath/nd/VirtualIntStructureND : space/kscience/kmath/nd/VirtualStructureND {
public synthetic fun <init> ([ILkotlin/jvm/functions/Function1;Lkotlin/jvm/internal/DefaultConstructorMarker;)V
}
public class space/kscience/kmath/nd/VirtualStructureND : space/kscience/kmath/nd/StructureND {
public synthetic fun <init> ([ILkotlin/jvm/functions/Function1;Lkotlin/jvm/internal/DefaultConstructorMarker;)V
public fun get ([I)Ljava/lang/Object;
@ -1758,7 +1454,6 @@ public abstract interface class space/kscience/kmath/operations/Algebra {
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun bindSymbol (Ljava/lang/String;)Ljava/lang/Object;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public fun export (Ljava/lang/Object;)Ljava/lang/Object;
public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory;
public fun unaryOperation (Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1;
@ -1855,20 +1550,6 @@ public final class space/kscience/kmath/operations/BigIntKt {
public static final fun toBigInt-WZ4Q5Ns (I)Lspace/kscience/kmath/operations/BigInt;
}
public final class space/kscience/kmath/operations/BooleanAlgebra : space/kscience/kmath/operations/LogicAlgebra {
public static final field INSTANCE Lspace/kscience/kmath/operations/BooleanAlgebra;
public synthetic fun and (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun and (ZZ)Ljava/lang/Boolean;
public fun const (Z)Ljava/lang/Boolean;
public synthetic fun const (Z)Ljava/lang/Object;
public synthetic fun not (Ljava/lang/Object;)Ljava/lang/Object;
public fun not (Z)Ljava/lang/Boolean;
public synthetic fun or (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun or (ZZ)Ljava/lang/Boolean;
public synthetic fun xor (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun xor (ZZ)Ljava/lang/Boolean;
}
public abstract interface class space/kscience/kmath/operations/BufferAlgebra : space/kscience/kmath/operations/Algebra {
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun buffer (I[Ljava/lang/Object;)Lspace/kscience/kmath/structures/Buffer;
@ -1908,14 +1589,12 @@ public final class space/kscience/kmath/operations/BufferAlgebraKt {
public final class space/kscience/kmath/operations/BufferExtensionsKt {
public static final fun asIterable (Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/Iterable;
public static final fun asSequence (Lspace/kscience/kmath/structures/Buffer;)Lkotlin/sequences/Sequence;
public static final fun combineToBuffer (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer;
public static final fun fold (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;Lkotlin/jvm/functions/Function2;)Ljava/lang/Object;
public static final fun foldIndexed (Lspace/kscience/kmath/structures/Buffer;Ljava/lang/Object;Lkotlin/jvm/functions/Function3;)Ljava/lang/Object;
public static final fun mapIndexedToBuffer (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/structures/Buffer;
public static final fun mapToBuffer (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/BufferFactory;Lkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/structures/Buffer;
public static final fun reduce (Lspace/kscience/kmath/structures/Buffer;Lkotlin/jvm/functions/Function2;)Ljava/lang/Object;
public static final fun toList (Lspace/kscience/kmath/structures/Buffer;)Ljava/util/List;
public static final fun toMutableList (Lspace/kscience/kmath/structures/Buffer;)Ljava/util/List;
}
public final class space/kscience/kmath/operations/BufferField : space/kscience/kmath/operations/BufferFieldOps, space/kscience/kmath/operations/Field, space/kscience/kmath/operations/WithSize {
@ -2045,7 +1724,6 @@ public abstract class space/kscience/kmath/operations/DoubleBufferOps : space/ks
public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun minus-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D
public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun multiply-CZ9oacQ (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;)[D
public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object;
public fun norm (Lspace/kscience/kmath/structures/Buffer;)Ljava/lang/Double;
public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
@ -2390,20 +2068,6 @@ public final class space/kscience/kmath/operations/JBigIntegerField : space/ksci
public fun unaryMinus (Ljava/math/BigInteger;)Ljava/math/BigInteger;
}
public abstract interface class space/kscience/kmath/operations/LogicAlgebra : space/kscience/kmath/operations/Algebra {
public static final field Companion Lspace/kscience/kmath/operations/LogicAlgebra$Companion;
public abstract fun and (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun binaryOperation (Ljava/lang/String;Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun bindSymbolOrNull (Ljava/lang/String;)Ljava/lang/Object;
public abstract fun const (Z)Ljava/lang/Object;
public abstract fun not (Ljava/lang/Object;)Ljava/lang/Object;
public abstract fun or (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun unaryOperation (Ljava/lang/String;Ljava/lang/Object;)Ljava/lang/Object;
public fun unaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function1;
public abstract fun xor (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
}
public final class space/kscience/kmath/operations/LogicAlgebra$Companion {
public final fun getFALSE ()Lspace/kscience/kmath/expressions/Symbol;
public final fun getTRUE ()Lspace/kscience/kmath/expressions/Symbol;
@ -2438,13 +2102,6 @@ public abstract interface class space/kscience/kmath/operations/Norm {
public abstract fun norm (Ljava/lang/Object;)Ljava/lang/Object;
}
public abstract interface class space/kscience/kmath/operations/NumbersAddOps : space/kscience/kmath/operations/NumericAlgebra, space/kscience/kmath/operations/RingOps {
public fun minus (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
public fun minus (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public fun plus (Ljava/lang/Number;Ljava/lang/Object;)Ljava/lang/Object;
public fun plus (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
}
public final class space/kscience/kmath/operations/NumbersKt {
public static final fun getAlgebra (Lkotlin/jvm/internal/ByteCompanionObject;)Lspace/kscience/kmath/operations/ByteRing;
public static final fun getAlgebra (Lkotlin/jvm/internal/DoubleCompanionObject;)Lspace/kscience/kmath/operations/DoubleField;
@ -2600,7 +2257,6 @@ public final class space/kscience/kmath/structures/BufferExpanded : space/kscien
public final fun getOffset ()I
public fun getOrigin ()Lspace/kscience/kmath/structures/Buffer;
public fun getSize ()I
public fun originIndex (I)I
public fun toString ()Ljava/lang/String;
}
@ -2623,8 +2279,6 @@ public final class space/kscience/kmath/structures/BufferKt {
}
public final class space/kscience/kmath/structures/BufferPrimitiveAccessKt {
public static final fun getDouble (Lspace/kscience/kmath/structures/Buffer;I)D
public static final fun getInt (Lspace/kscience/kmath/structures/Buffer;I)I
}
public final class space/kscience/kmath/structures/BufferSlice : space/kscience/kmath/structures/BufferView {
@ -2635,14 +2289,12 @@ public final class space/kscience/kmath/structures/BufferSlice : space/kscience/
public fun getOrigin ()Lspace/kscience/kmath/structures/Buffer;
public fun getSize ()I
public fun iterator ()Ljava/util/Iterator;
public fun originIndex (I)I
public fun toString ()Ljava/lang/String;
}
public abstract interface class space/kscience/kmath/structures/BufferView : space/kscience/kmath/structures/Buffer {
public fun get (I)Ljava/lang/Object;
public abstract fun getOrigin ()Lspace/kscience/kmath/structures/Buffer;
public abstract fun originIndex (I)I
}
public final class space/kscience/kmath/structures/BufferViewKt {
@ -2958,7 +2610,6 @@ public final class space/kscience/kmath/structures/PermutedBuffer : space/kscien
public fun getOrigin ()Lspace/kscience/kmath/structures/Buffer;
public fun getSize ()I
public fun iterator ()Ljava/util/Iterator;
public fun originIndex (I)I
public fun toString ()Ljava/lang/String;
}
@ -2970,7 +2621,6 @@ public final class space/kscience/kmath/structures/PermutedMutableBuffer : space
public fun getOrigin ()Lspace/kscience/kmath/structures/MutableBuffer;
public fun getSize ()I
public fun iterator ()Ljava/util/Iterator;
public fun originIndex (I)I
public fun set (ILjava/lang/Object;)V
public fun toString ()Ljava/lang/String;
}

27
kmath-core/build.gradle.kts
View File

@ -6,23 +6,7 @@ kscience{
jvm()
js()
native()
wasm{
browser {
testTask {
useKarma {
this.webpackConfig.experiments.add("topLevelAwait")
useChromeHeadless()
useConfigDirectory(project.projectDir.resolve("karma.config.d").resolve("wasm"))
}
}
}
}
wasmTest{
dependencies {
implementation(kotlin("test"))
}
}
wasm()
dependencies {
api(projects.kmathMemory)
@ -33,15 +17,6 @@ kscience{
}
}
kotlin.sourceSets {
filter { it.name.contains("test", true) }
.map(org.jetbrains.kotlin.gradle.plugin.KotlinSourceSet::languageSettings)
.forEach {
it.optIn("space.kscience.kmath.misc.PerformancePitfall")
it.optIn("space.kscience.kmath.misc.UnstableKMathAPI")
}
}
readme {
description = "Core classes, algebra definitions, basic linear algebra"
maturity = space.kscience.gradle.Maturity.DEVELOPMENT

2
kmath-coroutines/src/commonMain/kotlin/space/kscience/kmath/streaming/BufferFlow.kt
View File

@ -7,6 +7,7 @@
package space.kscience.kmath.streaming
import kotlinx.coroutines.ExperimentalCoroutinesApi
import kotlinx.coroutines.FlowPreview
import kotlinx.coroutines.flow.Flow
import kotlinx.coroutines.flow.asFlow
@ -25,6 +26,7 @@ public fun <T> Buffer<T>.asFlow(): Flow<T> = iterator().asFlow()
/**
* Flat map a [Flow] of [Buffer] into continuous [Flow] of elements
*/
@OptIn(ExperimentalCoroutinesApi::class)
public fun <T> Flow<Buffer<T>>.spread(): Flow<T> = flatMapConcat { it.asFlow() }
/**

18
kmath-functions/build.gradle.kts
View File

@ -7,23 +7,9 @@ kscience{
js()
native()
wasm{
browser {
testTask {
useKarma {
this.webpackConfig.experiments.add("topLevelAwait")
useChromeHeadless()
useConfigDirectory(project.projectDir.resolve("karma.config.d").resolve("wasm"))
}
}
}
}
wasm()
wasmTest{
dependencies {
implementation(kotlin("test"))
}
}
dependencies {
api(projects.kmathCore)

6
kmath-jafama/build.gradle.kts
View File

@ -20,8 +20,4 @@ readme {
feature("jafama-double", "src/main/kotlin/space/kscience/kmath/jafama/") {
"Double ExtendedField implementations based on Jafama"
}
}
kotlin.sourceSets.all {
languageSettings.optIn("space.kscience.kmath.misc.UnstableKMathAPI")
}
}

4
kmath-jupyter/build.gradle.kts
View File

@ -14,10 +14,6 @@ readme {
maturity = space.kscience.gradle.Maturity.PROTOTYPE
}
kotlin.sourceSets.all {
languageSettings.optIn("space.kscience.kmath.misc.UnstableKMathAPI")
}
tasks.processJupyterApiResources {
libraryProducers = listOf("space.kscience.kmath.jupyter.KMathJupyter")
}

2
kmath-kotlingrad/build.gradle.kts
View File

@ -5,7 +5,7 @@ plugins {
kotlin.sourceSets
.filter { it.name.contains("test", true) }
.map(org.jetbrains.kotlin.gradle.plugin.KotlinSourceSet::languageSettings)
.forEach { it.optIn("space.kscience.kmath.misc.UnstableKMathAPI") }
.forEach { it.optIn("space.kscience.kmath.UnstableKMathAPI") }
description = "Kotlin∇ integration module"

18
kmath-memory/build.gradle.kts
View File

@ -6,23 +6,7 @@ kscience {
jvm()
js()
native()
wasm{
browser {
testTask {
useKarma {
this.webpackConfig.experiments.add("topLevelAwait")
useChromeHeadless()
useConfigDirectory(project.projectDir.resolve("karma.config.d").resolve("wasm"))
}
}
}
}
wasmTest{
dependencies {
implementation(kotlin("test"))
}
}
wasm()
}
readme {

3
kmath-optimization/build.gradle.kts
View File

@ -9,9 +9,6 @@ kscience{
}
kotlin.sourceSets {
all {
languageSettings.optIn("space.kscience.kmath.misc.UnstableKMathAPI")
}
commonMain {
dependencies {

7
kmath-tensors/build.gradle.kts
View File

@ -20,13 +20,6 @@ kscience{
}
kotlin.sourceSets {
all {
languageSettings.optIn("space.kscience.kmath.misc.UnstableKMathAPI")
}
filter { it.name.contains("test", true) }
.map(org.jetbrains.kotlin.gradle.plugin.KotlinSourceSet::languageSettings)
.forEach { it.optIn("space.kscience.kmath.misc.PerformancePitfall") }
commonMain {
dependencies {

32
test-utils/api/test-utils.api Normal file
View File

@ -0,0 +1,32 @@
public final class space/kscience/kmath/testutils/AssertsKt {
public static final fun assertBufferEquals (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;D)V
public static synthetic fun assertBufferEquals$default (Lspace/kscience/kmath/structures/Buffer;Lspace/kscience/kmath/structures/Buffer;DILjava/lang/Object;)V
}
public final class space/kscience/kmath/testutils/BufferEqualityKt {
public static final fun contentEquals-2c9zdjM ([D[D)Z
public static final fun contentEqualsArray ([D[D)Z
public static final fun contentEqualsBuffer ([D[D)Z
}
public final class space/kscience/kmath/testutils/FieldVerifier : space/kscience/kmath/testutils/RingVerifier {
public fun <init> (Lspace/kscience/kmath/operations/Field;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Number;)V
public fun verify ()V
}
public class space/kscience/kmath/testutils/RingVerifier : space/kscience/kmath/testutils/SpaceVerifier {
public fun <init> (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Number;)V
public fun verify ()V
}
public class space/kscience/kmath/testutils/SpaceVerifier : space/kscience/kmath/testutils/AlgebraicVerifier {
public fun <init> (Lspace/kscience/kmath/operations/Ring;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Object;Ljava/lang/Number;)V
public final fun getA ()Ljava/lang/Object;
public synthetic fun getAlgebra ()Lspace/kscience/kmath/operations/Algebra;
public fun getAlgebra ()Lspace/kscience/kmath/operations/Ring;
public final fun getB ()Ljava/lang/Object;
public final fun getC ()Ljava/lang/Object;
public final fun getX ()Ljava/lang/Number;
public fun verify ()V
}