.gitignore

@@ -4,6 +4,7 @@ out/
 
 .idea/
 .vscode/
+.fleet/
 
 
 # Avoid ignoring Gradle wrapper jar file (.jar files are usually ignored)

.space.kts

@@ -1,3 +1,48 @@
+import kotlin.io.path.readText
+
+val projectName = "kmath"
+
 job("Build") {
-    gradlew("openjdk:11", "build")
+    //Perform only jvm tests
+    gradlew("spc.registry.jetbrains.space/p/sci/containers/kotlin-ci:1.0.3", "test", "jvmTest")
+}
+
+job("Publish") {
+    startOn {
+        gitPush { enabled = false }
+    }
+    container("spc.registry.jetbrains.space/p/sci/containers/kotlin-ci:1.0.3") {
+        env["SPACE_USER"] = "{{ project:space_user }}"
+        env["SPACE_TOKEN"] = "{{ project:space_token }}"
+        kotlinScript { api ->
+
+            val spaceUser = System.getenv("SPACE_USER")
+            val spaceToken = System.getenv("SPACE_TOKEN")
+
+            // write the version to the build directory
+            api.gradlew("version")
+
+            //read the version from build file
+            val version = java.nio.file.Path.of("build/project-version.txt").readText()
+
+            val revisionSuffix = if (version.endsWith("SNAPSHOT")) {
+                "-" + api.gitRevision().take(7)
+            } else {
+                ""
+            }
+
+            api.space().projects.automation.deployments.start(
+                project = api.projectIdentifier(),
+                targetIdentifier = TargetIdentifier.Key(projectName),
+                version = version+revisionSuffix,
+                // automatically update deployment status based on the status of a job
+                syncWithAutomationJob = true
+            )
+            api.gradlew(
+                "publishAllPublicationsToSpaceRepository",
+                "-Ppublishing.space.user=\"$spaceUser\"",
+                "-Ppublishing.space.token=\"$spaceToken\"",
+            )
+        }
+    }
 }

CHANGELOG.md

@@ -1,37 +1,47 @@
 # KMath
 
-## [Unreleased]
+## Unreleased
+
 ### Added
-- Generic builders for `BufferND` and `MutableBufferND`
-- `NamedMatrix` - matrix with symbol-based indexing
-- `Expression` with default arguments
-- Type-aliases for numbers like `Float64`
-- 2D optimal trajectory computation in a separate module `kmath-trajectory`
-- Autodiff for generic algebra elements in core!
-- Algebra now has an obligatory `bufferFactory` (#477).
 
 ### Changed
-- Trajectory use type-safe angles
-- Tensor operations switched to prefix notation
-- Row-wise and column-wise ND shapes in the core
-- Shape is read-only
-- Major refactor of tensors (only minor API changes)
-- Kotlin 1.7.20
-- `LazyStructure` `deffered` -> `async` to comply with coroutines code style
-- Default `dot` operation in tensor algebra no longer support broadcasting. Instead `matmul` operation is added to `DoubleTensorAlgebra`.
-- Multik went MPP
 
 ### Deprecated
 
 ### Removed
-- Trajectory moved to https://github.com/SciProgCentre/maps-kt
-- Polynomials moved to https://github.com/SciProgCentre/kmath-polynomial
 
 ### Fixed
 
 ### Security
 
-## [0.3.0]
+## 0.3.1 - 2023-04-09
+
+### Added
+- Wasm support for `memory`, `core`, `complex` and `functions` modules.
+- Generic builders for `BufferND` and `MutableBufferND`
+- `NamedMatrix` - matrix with symbol-based indexing
+- `Expression` with default arguments
+- Type-aliases for numbers like `Float64`
+- Autodiff for generic algebra elements in core!
+- Algebra now has an obligatory `bufferFactory` (#477).
+
+### Changed
+- Geometry uses type-safe angles
+- Tensor operations switched to prefix notation
+- Row-wise and column-wise ND shapes in the core
+- Shape is read-only
+- Major refactor of tensors (only minor API changes)
+- Kotlin 1.8.20
+- `LazyStructure` `deffered` -> `async` to comply with coroutines code style
+- Default `dot` operation in tensor algebra no longer support broadcasting. Instead `matmul` operation is added to `DoubleTensorAlgebra`.
+- Multik went MPP
+
+### Removed
+- Trajectory moved to https://github.com/SciProgCentre/maps-kt
+- Polynomials moved to https://github.com/SciProgCentre/kmath-polynomial
+
+## 0.3.0
+
 ### Added
 - `ScaleOperations` interface
 - `Field` extends `ScaleOperations`
@@ -56,8 +66,8 @@
 - `contentEquals` with tolerance: #364
 - Compilation to TeX for MST: #254
 
-
 ### Changed
+- Annotations moved to `space.kscience.kmath`
 - Exponential operations merged with hyperbolic functions
 - Space is replaced by Group. Space is reserved for vector spaces.
 - VectorSpace is now a vector space
@@ -89,11 +99,9 @@
 - Rework of histograms.
 - `UnivariateFunction` -> `Function1D`, `MultivariateFunction` -> `FunctionND`
 
-
 ### Deprecated
 - Specialized `DoubleBufferAlgebra`
 
-
 ### Removed
 - Nearest in Domain. To be implemented in geometry package.
 - Number multiplication and division in main Algebra chain
@@ -104,15 +112,12 @@
 - Second generic from DifferentiableExpression
 - Algebra elements are completely removed. Use algebra contexts instead.
 
-
 ### Fixed
 - Ring inherits RingOperations, not GroupOperations
 - Univariate histogram filling
 
+## 0.2.0
 
-### Security
-
-## [0.2.0]
 ### Added
 - `fun` annotation for SAM interfaces in library
 - Explicit `public` visibility for all public APIs
@@ -132,7 +137,6 @@
 - New `MatrixFeature` interfaces for matrix decompositions
 - Basic Quaternion vector support in `kmath-complex`.
 
-
 ### Changed
 - Package changed from `scientifik` to `space.kscience`
 - Gradle version: 6.6 -> 6.8.2
@@ -157,7 +161,6 @@
 - `symbol` method in `Algebra` renamed to `bindSymbol` to avoid ambiguity
 - Add `out` projection to `Buffer` generic
 
-
 ### Removed
 - `kmath-koma` module because it doesn't support Kotlin 1.4.
 - Support of `legacy` JS backend (we will support only IR)
@@ -166,11 +169,11 @@
 - `Real` class
 - StructureND identity and equals
 
-
 ### Fixed
 - `symbol` method in `MstExtendedField` (https://github.com/mipt-npm/kmath/pull/140)
 
-## [0.1.4]
+## 0.1.4
+
 ### Added
 - Functional Expressions API
 - Mathematical Syntax Tree, its interpreter and API
@@ -188,7 +191,6 @@
 - Full hyperbolic functions support and default implementations within `ExtendedField`
 - Norm support for `Complex`
 
-
 ### Changed
 - `readAsMemory` now has `throws IOException` in JVM signature.
 - Several functions taking functional types were made `inline`.
@@ -200,10 +202,9 @@
 - Gradle version: 6.3 -> 6.6
 - Moved probability distributions to commons-rng and to `kmath-prob`
 
-
 ### Fixed
 - Missing copy method in Memory implementation on JS (https://github.com/mipt-npm/kmath/pull/106)
 - D3.dim value in `kmath-dimensions`
 - Multiplication in integer rings in `kmath-core` (https://github.com/mipt-npm/kmath/pull/101)
 - Commons RNG compatibility (https://github.com/mipt-npm/kmath/issues/93)
-- Multiplication of BigInt by scalar
+- Multiplication of BigInt by scalar

README.md

@@ -214,28 +214,6 @@ One can still use generic algebras though.
 >
 > **Maturity**: EXPERIMENTAL
 
-### [kmath-polynomial](kmath-polynomial)
-> 
->
-> **Maturity**: PROTOTYPE
->
-> **Features:**
-> - [polynomial abstraction](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/Polynomial.kt) : Abstraction for polynomial spaces.
-> - [rational function abstraction](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/RationalFunction.kt) : Abstraction for rational functions spaces.
-> - ["list" polynomials](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/ListRationalFunction.kt) : List implementation of univariate polynomials.
-> - ["list" rational functions](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/ListPolynomial.kt) : List implementation of univariate rational functions.
-> - ["list" polynomials and rational functions constructors](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/listConstructors.kt) : Constructors for list polynomials and rational functions.
-> - ["list" polynomials and rational functions utilities](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/listUtil.kt) : Utilities for list polynomials and rational functions.
-> - ["numbered" polynomials](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/NumberedRationalFunction.kt) : Numbered implementation of multivariate polynomials.
-> - ["numbered" rational functions](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/NumberedPolynomial.kt) : Numbered implementation of multivariate rational functions.
-> - ["numbered" polynomials and rational functions constructors](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/numberedConstructors.kt) : Constructors for numbered polynomials and rational functions.
-> - ["numbered" polynomials and rational functions utilities](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/numberedUtil.kt) : Utilities for numbered polynomials and rational functions.
-> - ["labeled" polynomials](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/LabeledRationalFunction.kt) : Labeled implementation of multivariate polynomials.
-> - ["labeled" rational functions](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/LabeledPolynomial.kt) : Labeled implementation of multivariate rational functions.
-> - ["labeled" polynomials and rational functions constructors](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/labeledConstructors.kt) : Constructors for labeled polynomials and rational functions.
-> - ["labeled" polynomials and rational functions utilities](kmath-polynomial/src/commonMain/kotlin/space/kscience/kmath/functions/labeledUtil.kt) : Utilities for labeled polynomials and rational functions.
-
-
 ### [kmath-stat](kmath-stat)
 > 
 >
@@ -262,11 +240,6 @@ One can still use generic algebras though.
 > - [linear algebra operations](kmath-tensors/src/commonMain/kotlin/space/kscience/kmath/tensors/api/LinearOpsTensorAlgebra.kt) : Advanced linear algebra operations like LU decomposition, SVD, etc.
 
 
-### [kmath-trajectory](kmath-trajectory)
-> Path and trajectory optimization
->
-> **Maturity**: PROTOTYPE
-
 ### [kmath-viktor](kmath-viktor)
 > 
 >
@@ -324,5 +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
+marked with [waiting for a hero](https://github.com/SciProgCentre/kmath/labels/waiting%20for%20a%20hero) label.
-[waiting for a hero](https://github.com/SciProgCentre/kmath/labels/waiting%20for%20a%20hero) label.

benchmarks/build.gradle.kts

@@ -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")
     }
 }
 

benchmarks/src/jsMain/kotlin/space/kscience/kmath/benchmarks/ExpressionsInterpretersBenchmark.kt

@@ -9,8 +9,8 @@ import kotlinx.benchmark.Benchmark
 import kotlinx.benchmark.Blackhole
 import kotlinx.benchmark.Scope
 import kotlinx.benchmark.State
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.*
-import space.kscience.kmath.operations.Algebra
 import space.kscience.kmath.operations.DoubleField
 import space.kscience.kmath.operations.bindSymbol
 import space.kscience.kmath.operations.invoke
@@ -94,6 +94,7 @@ class ExpressionsInterpretersBenchmark {
         }
 
         private val mst = node.toExpression(DoubleField)
+        @OptIn(UnstableKMathAPI::class)
         private val wasm = node.wasmCompileToExpression(DoubleField)
         private val estree = node.estreeCompileToExpression(DoubleField)
 

benchmarks/src/jvmMain/kotlin/space/kscience/kmath/benchmarks/BigIntBenchmark.kt

@@ -10,7 +10,7 @@ import kotlinx.benchmark.Blackhole
 import org.openjdk.jmh.annotations.Benchmark
 import org.openjdk.jmh.annotations.Scope
 import org.openjdk.jmh.annotations.State
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.BigIntField
 import space.kscience.kmath.operations.JBigIntegerField
 import space.kscience.kmath.operations.invoke

benchmarks/src/jvmMain/kotlin/space/kscience/kmath/benchmarks/NDFieldBenchmark.kt

@@ -13,7 +13,7 @@ import org.jetbrains.kotlinx.multik.api.Multik
 import org.jetbrains.kotlinx.multik.api.ones
 import org.jetbrains.kotlinx.multik.ndarray.data.DN
 import org.jetbrains.kotlinx.multik.ndarray.data.DataType
-import space.kscience.kmath.misc.UnsafeKMathAPI
+import space.kscience.kmath.UnsafeKMathAPI
 import space.kscience.kmath.nd.*
 import space.kscience.kmath.nd4j.nd4j
 import space.kscience.kmath.operations.DoubleField

build.gradle.kts

@@ -15,7 +15,7 @@ allprojects {
     }
 
     group = "space.kscience"
-    version = "0.3.1-dev-11"
+    version = "0.3.1"
 }
 
 subprojects {
@@ -55,18 +55,6 @@ subprojects {
             }
         }
     }
-
-    plugins.withId("org.jetbrains.kotlin.multiplatform") {
-        configure<org.jetbrains.kotlin.gradle.dsl.KotlinMultiplatformExtension> {
-            sourceSets {
-                val commonTest by getting {
-                    dependencies {
-                        implementation(projects.testUtils)
-                    }
-                }
-            }
-        }
-    }
 }
 
 readme.readmeTemplate = file("docs/templates/README-TEMPLATE.md")
@@ -87,6 +75,6 @@ ksciencePublish {
     sonatype()
 }
 
-apiValidation.nonPublicMarkers.add("space.kscience.kmath.misc.UnstableKMathAPI")
+apiValidation.nonPublicMarkers.add("space.kscience.kmath.UnstableKMathAPI")
 
 val multikVersion by extra("0.2.0")

buildSrc/build.gradle.kts

@@ -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 {
+kotlin{
-    languageSettings.optIn("kotlin.OptIn")
+    jvmToolchain{
+        languageVersion.set(JavaLanguageVersion.of(11))
+    }
+    sourceSets.all {
+        languageSettings.optIn("kotlin.OptIn")
+    }
 }

buildSrc/settings.gradle.kts

@@ -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")
 

buildSrc/src/main/kotlin/space/kscience/kmath/benchmarks/addBenchmarkProperties.kt

@@ -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 {

buildSrc/src/main/kotlin/space/kscience/kmath/ejml/codegen/ejmlCodegen.kt

@@ -385,7 +385,7 @@ import org.ejml.sparse.csc.factory.LinearSolverFactory_DSCC
 import org.ejml.sparse.csc.factory.LinearSolverFactory_FSCC
 import space.kscience.kmath.linear.*
 import space.kscience.kmath.linear.Matrix
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.nd.StructureFeature
 import space.kscience.kmath.operations.DoubleField
 import space.kscience.kmath.operations.FloatField

examples/build.gradle.kts

@@ -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")
         }
     }
 }

examples/src/main/kotlin/space/kscience/kmath/expressions/autodiff.kt

@@ -0,0 +1,91 @@
+/*
+ * Copyright 2018-2023 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.
+ */
+
+package space.kscience.kmath.expressions
+
+import space.kscience.kmath.UnstableKMathAPI
+// Only kmath-core is needed.
+
+// Let's declare some variables
+val x by symbol
+val y by symbol
+val z by symbol
+
+@OptIn(UnstableKMathAPI::class)
+fun main() {
+    // Let's define some random expression.
+    val someExpression = Double.autodiff.differentiate {
+        // We bind variables `x` and `y` to the builder scope,
+        val x = bindSymbol(x)
+        val y = bindSymbol(y)
+
+        // Then we use the bindings to define expression `xy + x + y - 1`
+        x * y + x + y - 1
+    }
+
+    // Then we can evaluate it at any point ((-1, -1) in the case):
+    println(someExpression(x to -1.0, y to -1.0))
+    // >>> -2.0
+
+    // We can also construct its partial derivatives:
+    val dxExpression = someExpression.derivative(x) // ∂/∂x. Must be `y+1`
+    val dyExpression = someExpression.derivative(y) // ∂/∂y. Must be `x+1`
+    val dxdxExpression = someExpression.derivative(x, x) // ∂^2/∂x^2. Must be `0`
+
+    // We can evaluate them as well
+    println(dxExpression(x to 57.0, y to 6.0))
+    // >>> 7.0
+    println(dyExpression(x to -1.0, y to 179.0))
+    // >>> 0.0
+    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(x to 57.0, y to 6.0, z to 42.0))
+    // >>> 7.0
+    println(dyExpression(x to -1.0, y to 179.0, z to 0.0))
+    // >>> 0.0
+    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(z to 4.0) } )
+    // >>> Failure(java.lang.IllegalStateException: Symbol 'x' is not supported in ...)
+
+    // The reason is that the expression is evaluated lazily,
+    // and each `bindSymbol` operation actually substitutes the provided symbol with the corresponding value.
+
+    // For example, let there be an expression
+    val simpleExpression = Double.autodiff.differentiate {
+        val x = bindSymbol(x)
+        x pow 2
+    }
+    // When you evaluate it via
+    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.
+    // But in the case the corresponding value is not provided,
+    // we cannot bind the variable. Thus, exception is thrown.
+
+    // There is also a function `bindSymbolOrNull` that fixes the problem:
+    val fixedExpression = Double.autodiff.differentiate {
+        val x = bindSymbolOrNull(x) ?: const(8.0)
+        x pow -2
+    }
+    println(fixedExpression())
+    // >>> 0.015625
+    // It works!
+
+    // The expression provides a bunch of operations:
+    // 1. Constant bindings (via `const` and `number`).
+    // 2. Variable bindings (via `bindVariable`, `bindVariableOrNull`).
+    // 3. Arithmetic operations (via `+`, `-`, `*`, and `-`).
+    // 4. Exponentiation (via `pow` or `power`).
+    // 5. `exp` and `ln`.
+    // 6. Trigonometrical functions (`sin`, `cos`, `tan`, `cot`).
+    // 7. Inverse trigonometrical functions (`asin`, `acos`, `atan`, `acot`).
+    // 8. Hyperbolic functions and inverse hyperbolic functions.
+}

examples/src/main/kotlin/space/kscience/kmath/series/DateTimeSeries.kt

@@ -3,13 +3,11 @@
  * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file.
  */
 
-package space.kscience.kmath.stat
+package space.kscience.kmath.series
 
 import kotlinx.datetime.Instant
 import space.kscience.kmath.operations.algebra
 import space.kscience.kmath.operations.bufferAlgebra
-import space.kscience.kmath.series.MonotonicSeriesAlgebra
-import space.kscience.kmath.series.SeriesAlgebra
 import kotlin.time.Duration
 
 fun SeriesAlgebra.Companion.time(zero: Instant, step: Duration) = MonotonicSeriesAlgebra(

examples/src/main/kotlin/space/kscience/kmath/series/analyzeDif.kt

@@ -1,9 +1,8 @@
 package space.kscience.kmath.series
 
 
-import kotlinx.html.FlowContent
 import kotlinx.html.h1
-import space.kscience.kmath.operations.DoubleBufferOps
+import kotlinx.html.p
 import space.kscience.kmath.operations.algebra
 import space.kscience.kmath.operations.bufferAlgebra
 import space.kscience.kmath.operations.toList
@@ -15,35 +14,43 @@ import space.kscience.plotly.*
 import kotlin.math.PI
 
 fun main() = with(Double.algebra.bufferAlgebra.seriesAlgebra()) {
-    fun FlowContent.plotSeries(buffer: Buffer<Double>) {
+
-        val ls = buffer.labels
+
-        plot {
+    fun Plot.plotSeries(name: String, buffer: Buffer<Double>) {
-            scatter {
+        scatter {
-                x.numbers = ls
+            this.name = name
-                y.numbers = buffer.toList()
+            x.numbers = buffer.labels
-            }
+            y.numbers = buffer.toList()
+        }
+    }
+
+
+    val s1 = series(100) { sin(2 * PI * it / 100) + 1.0 }
+
+    val s2 = s1.slice(20..50).moveTo(40)
+
+    val s3: Buffer<Double> = s1.zip(s2) { l, r -> l + r } //s1 + s2
+    val s4 = s3.map { ln(it) }
+
+    val kmTest: KMComparisonResult<Double> = ksComparisonStatistic(s1, s2)
+
+    Plotly.page {
+        h1 { +"This is my plot" }
+        p{
+            +"Kolmogorov-smirnov test for s1 and s2: ${kmTest.value}"
+        }
+        plot{
+            plotSeries("s1", s1)
+            plotSeries("s2", s2)
+            plotSeries("s3", s3)
+            plotSeries("s4", s4)
             layout {
                 xaxis {
                     range(0.0..100.0)
                 }
             }
         }
-    }
 
-
-    val s1 = series(100) { sin(2 * PI * it / 100) + 1.0 }
-    val s2 = s1.slice(20..50).moveTo(40)
-
-    val s3: Buffer<Double> = s1.zip(s2) { l, r -> l + r } //s1 + s2
-    val s4 = DoubleBufferOps.ln(s3)
-
-    @Suppress("UNUSED_VARIABLE") val kmTest: KMComparisonResult<Double> = ksComparisonStatistic(s1, s2)
-
-    Plotly.page {
-        h1 { +"This is my plot" }
-        plotSeries(s1)
-        plotSeries(s2)
-        plotSeries(s4)
     }.makeFile()
 
 }

examples/src/main/kotlin/space/kscience/kmath/structures/StreamDoubleFieldND.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.structures
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.nd.*
 import space.kscience.kmath.operations.DoubleField
 import space.kscience.kmath.operations.ExtendedField

examples/src/main/kotlin/space/kscience/kmath/structures/StructureReadBenchmark.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.structures
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.nd.BufferND
 import space.kscience.kmath.nd.ColumnStrides
 import space.kscience.kmath.nd.ShapeND

gradle/wrapper/gradle-wrapper.properties

@@ -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

kmath-ast/README.md

@@ -10,7 +10,7 @@ Extensions to MST API: transformations, dynamic compilation and visualization.
 
 ## Artifact:
 
-The Maven coordinates of this project are `space.kscience:kmath-ast:0.3.1-dev-1`.
+The Maven coordinates of this project are `space.kscience:kmath-ast:0.4.0-dev-1`.
 
 **Gradle Groovy:**
 ```groovy
@@ -20,7 +20,7 @@ repositories {
 }
 
 dependencies {
-    implementation 'space.kscience:kmath-ast:0.3.1-dev-1'
+    implementation 'space.kscience:kmath-ast:0.4.0-dev-1'
 }
 ```
 **Gradle Kotlin DSL:**
@@ -31,7 +31,7 @@ repositories {
 }
 
 dependencies {
-    implementation("space.kscience:kmath-ast:0.3.1-dev-1")
+    implementation("space.kscience:kmath-ast:0.4.0-dev-1")
 }
 ```
 

kmath-ast/build.gradle.kts

@@ -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") }
     }
 }
 

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/TypedMst.kt

@@ -7,7 +7,6 @@ package space.kscience.kmath.ast
 
 import space.kscience.kmath.expressions.Expression
 import space.kscience.kmath.expressions.Symbol
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.Algebra
 import space.kscience.kmath.operations.NumericAlgebra
 
@@ -16,7 +15,6 @@ import space.kscience.kmath.operations.NumericAlgebra
  *
  * @param T the type.
  */
-@UnstableKMathAPI
 public sealed interface TypedMst<T> {
     /**
      * A node containing a unary operation.
@@ -133,7 +131,6 @@ public sealed interface TypedMst<T> {
 /**
  * Interprets the [TypedMst] node with this [Algebra] and [arguments].
  */
-@UnstableKMathAPI
 public fun <T> TypedMst<T>.interpret(algebra: Algebra<T>, arguments: Map<Symbol, T>): T = when (this) {
     is TypedMst.Unary -> algebra.unaryOperation(operation, interpret(algebra, arguments))
 
@@ -158,7 +155,6 @@ public fun <T> TypedMst<T>.interpret(algebra: Algebra<T>, arguments: Map<Symbol,
 /**
  * Interprets the [TypedMst] node with this [Algebra] and optional [arguments].
  */
-@UnstableKMathAPI
 public fun <T> TypedMst<T>.interpret(algebra: Algebra<T>, vararg arguments: Pair<Symbol, T>): T = interpret(
     algebra,
     when (arguments.size) {
@@ -171,7 +167,6 @@ public fun <T> TypedMst<T>.interpret(algebra: Algebra<T>, vararg arguments: Pair
 /**
  * Interpret this [TypedMst] node as expression.
  */
-@UnstableKMathAPI
 public fun <T : Any> TypedMst<T>.toExpression(algebra: Algebra<T>): Expression<T> = Expression { arguments ->
     interpret(algebra, arguments)
 }

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/evaluateConstants.kt

@@ -7,7 +7,6 @@ package space.kscience.kmath.ast
 
 import space.kscience.kmath.expressions.MST
 import space.kscience.kmath.expressions.Symbol
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.Algebra
 import space.kscience.kmath.operations.NumericAlgebra
 import space.kscience.kmath.operations.bindSymbolOrNull
@@ -15,7 +14,6 @@ import space.kscience.kmath.operations.bindSymbolOrNull
 /**
  * Evaluates constants in given [MST] for given [algebra] at the same time with converting to [TypedMst].
  */
-@UnstableKMathAPI
 public fun <T> MST.evaluateConstants(algebra: Algebra<T>): TypedMst<T> = when (this) {
     is MST.Numeric -> TypedMst.Constant(
         (algebra as? NumericAlgebra<T>)?.number(value) ?: error("Numeric nodes are not supported by $algebra"),

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/LatexSyntaxRenderer.kt

@@ -5,8 +5,6 @@
 
 package space.kscience.kmath.ast.rendering
 
-import space.kscience.kmath.misc.UnstableKMathAPI
-
 /**
  * [SyntaxRenderer] implementation for LaTeX.
  *
@@ -25,7 +23,6 @@ import space.kscience.kmath.misc.UnstableKMathAPI
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public object LatexSyntaxRenderer : SyntaxRenderer {
     override fun render(node: MathSyntax, output: Appendable): Unit = output.run {
         fun render(syntax: MathSyntax) = render(syntax, output)

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/MathMLSyntaxRenderer.kt

@@ -5,8 +5,6 @@
 
 package space.kscience.kmath.ast.rendering
 
-import space.kscience.kmath.misc.UnstableKMathAPI
-
 /**
  * [SyntaxRenderer] implementation for MathML.
  *
@@ -14,7 +12,6 @@ import space.kscience.kmath.misc.UnstableKMathAPI
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public object MathMLSyntaxRenderer : SyntaxRenderer {
     override fun render(node: MathSyntax, output: Appendable) {
         output.append("<math xmlns=\"https://www.w3.org/1998/Math/MathML\"><mrow>")

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/MathRenderer.kt

@@ -6,14 +6,12 @@
 package space.kscience.kmath.ast.rendering
 
 import space.kscience.kmath.expressions.MST
-import space.kscience.kmath.misc.UnstableKMathAPI
 
 /**
  * Renders [MST] to [MathSyntax].
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public fun interface MathRenderer {
     /**
      * Renders [MST] to [MathSyntax].
@@ -27,7 +25,6 @@ public fun interface MathRenderer {
  * @property features The applied features.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public open class FeaturedMathRenderer(public val features: List<RenderFeature>) : MathRenderer {
     override fun render(mst: MST): MathSyntax {
         for (feature in features) feature.render(this, mst)?.let { return it }
@@ -51,7 +48,6 @@ public open class FeaturedMathRenderer(public val features: List<RenderFeature>)
  * @property stages The applied stages.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public open class FeaturedMathRendererWithPostProcess(
     features: List<RenderFeature>,
     public val stages: List<PostProcessPhase>,

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/MathSyntax.kt

@@ -5,14 +5,11 @@
 
 package space.kscience.kmath.ast.rendering
 
-import space.kscience.kmath.misc.UnstableKMathAPI
-
 /**
  * Syntax node for mathematical typography.
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public sealed class MathSyntax {
     /**
      * The parent node of this syntax node.
@@ -25,7 +22,6 @@ public sealed class MathSyntax {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public sealed class TerminalSyntax : MathSyntax()
 
 /**
@@ -33,7 +29,6 @@ public sealed class TerminalSyntax : MathSyntax()
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public sealed class OperationSyntax : MathSyntax() {
     /**
      * The operation token.
@@ -46,7 +41,6 @@ public sealed class OperationSyntax : MathSyntax() {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public sealed class UnarySyntax : OperationSyntax() {
     /**
      * The operand of this node.
@@ -59,7 +53,6 @@ public sealed class UnarySyntax : OperationSyntax() {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public sealed class BinarySyntax : OperationSyntax() {
     /**
      * The left-hand side operand.
@@ -78,7 +71,6 @@ public sealed class BinarySyntax : OperationSyntax() {
  * @property string The digits of number.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class NumberSyntax(public var string: String) : TerminalSyntax()
 
 /**
@@ -87,7 +79,6 @@ public data class NumberSyntax(public var string: String) : TerminalSyntax()
  * @property string The symbol.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class SymbolSyntax(public var string: String) : TerminalSyntax()
 
 /**
@@ -98,7 +89,6 @@ public data class SymbolSyntax(public var string: String) : TerminalSyntax()
  * @see UnaryOperatorSyntax
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class OperatorNameSyntax(public var name: String) : TerminalSyntax()
 
 /**
@@ -107,7 +97,6 @@ public data class OperatorNameSyntax(public var name: String) : TerminalSyntax()
  * @property kind The kind of symbol.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class SpecialSymbolSyntax(public var kind: Kind) : TerminalSyntax() {
     /**
      * The kind of symbol.
@@ -132,7 +121,6 @@ public data class SpecialSymbolSyntax(public var kind: Kind) : TerminalSyntax()
  * @property parentheses Whether the operand should be wrapped with parentheses.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class OperandSyntax(
     public val operand: MathSyntax,
     public var parentheses: Boolean,
@@ -148,7 +136,6 @@ public data class OperandSyntax(
  * @property prefix The prefix.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class UnaryOperatorSyntax(
     override val operation: String,
     public var prefix: MathSyntax,
@@ -164,7 +151,6 @@ public data class UnaryOperatorSyntax(
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class UnaryPlusSyntax(
     override val operation: String,
     override val operand: OperandSyntax,
@@ -179,7 +165,6 @@ public data class UnaryPlusSyntax(
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class UnaryMinusSyntax(
     override val operation: String,
     override val operand: OperandSyntax,
@@ -195,7 +180,6 @@ public data class UnaryMinusSyntax(
  * @property operand The radicand.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class RadicalSyntax(
     override val operation: String,
     override val operand: MathSyntax,
@@ -213,7 +197,6 @@ public data class RadicalSyntax(
  * (*e<sup>x</sup>*).
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class ExponentSyntax(
     override val operation: String,
     override val operand: OperandSyntax,
@@ -231,7 +214,6 @@ public data class ExponentSyntax(
  * @property right The superscript.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class SuperscriptSyntax(
     override val operation: String,
     override val left: MathSyntax,
@@ -250,7 +232,6 @@ public data class SuperscriptSyntax(
  * @property right The subscript.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class SubscriptSyntax(
     override val operation: String,
     override val left: MathSyntax,
@@ -268,7 +249,6 @@ public data class SubscriptSyntax(
  * @property prefix The prefix.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class BinaryOperatorSyntax(
     override val operation: String,
     public var prefix: MathSyntax,
@@ -288,7 +268,6 @@ public data class BinaryOperatorSyntax(
  * @param right The addend.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class BinaryPlusSyntax(
     override val operation: String,
     override val left: OperandSyntax,
@@ -307,7 +286,6 @@ public data class BinaryPlusSyntax(
  * @param right The subtrahend.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class BinaryMinusSyntax(
     override val operation: String,
     override val left: OperandSyntax,
@@ -327,7 +305,6 @@ public data class BinaryMinusSyntax(
  * @property infix Whether infix (*1 / 2*) or normal (*&frac12;*) fraction should be made.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class FractionSyntax(
     override val operation: String,
     override val left: OperandSyntax,
@@ -347,7 +324,6 @@ public data class FractionSyntax(
  * @property right The radicand.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class RadicalWithIndexSyntax(
     override val operation: String,
     override val left: MathSyntax,
@@ -367,7 +343,6 @@ public data class RadicalWithIndexSyntax(
  * @property times Whether the times (&times;) symbol should be used.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public data class MultiplicationSyntax(
     override val operation: String,
     override val left: OperandSyntax,

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/SyntaxRenderer.kt

@@ -5,15 +5,12 @@
 
 package space.kscience.kmath.ast.rendering
 
-import space.kscience.kmath.misc.UnstableKMathAPI
-
 /**
  * Abstraction of writing [MathSyntax] as a string of an actual markup language. Typical implementation should
  * involve traversal of MathSyntax with handling each subtype.
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public fun interface SyntaxRenderer {
     /**
      * Renders the [MathSyntax] to [output].
@@ -26,7 +23,6 @@ public fun interface SyntaxRenderer {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public fun SyntaxRenderer.renderWithStringBuilder(node: MathSyntax): String {
     val sb = StringBuilder()
     render(node, sb)

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/features.kt

@@ -8,7 +8,6 @@ package space.kscience.kmath.ast.rendering
 import space.kscience.kmath.ast.rendering.FeaturedMathRenderer.RenderFeature
 import space.kscience.kmath.expressions.MST
 import space.kscience.kmath.expressions.Symbol
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import kotlin.reflect.KClass
 
@@ -17,7 +16,6 @@ import kotlin.reflect.KClass
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public val PrintSymbol: RenderFeature = RenderFeature { _, node ->
     if (node !is Symbol) null
     else SymbolSyntax(string = node.identity)
@@ -28,7 +26,6 @@ public val PrintSymbol: RenderFeature = RenderFeature { _, node ->
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public val PrintNumeric: RenderFeature = RenderFeature { _, node ->
     if (node !is MST.Numeric)
         null
@@ -36,7 +33,6 @@ public val PrintNumeric: RenderFeature = RenderFeature { _, node ->
         NumberSyntax(string = node.value.toString())
 }
 
-@UnstableKMathAPI
 private fun printSignedNumberString(s: String): MathSyntax = if (s.startsWith('-'))
     UnaryMinusSyntax(
         operation = GroupOps.MINUS_OPERATION,
@@ -55,7 +51,6 @@ else
  * @property types The suitable types.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class PrettyPrintFloats(public val types: Set<KClass<out Number>>) : RenderFeature {
     override fun render(renderer: FeaturedMathRenderer, node: MST): MathSyntax? {
         if (node !is MST.Numeric || node.value::class !in types) return null
@@ -115,7 +110,6 @@ public class PrettyPrintFloats(public val types: Set<KClass<out Number>>) : Rend
  * @property types The suitable types.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class PrettyPrintIntegers(public val types: Set<KClass<out Number>>) : RenderFeature {
     override fun render(renderer: FeaturedMathRenderer, node: MST): MathSyntax? =
         if (node !is MST.Numeric || node.value::class !in types)
@@ -138,7 +132,6 @@ public class PrettyPrintIntegers(public val types: Set<KClass<out Number>>) : Re
  * @property symbols The allowed symbols.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class PrettyPrintPi(public val symbols: Set<String>) : RenderFeature {
     override fun render(renderer: FeaturedMathRenderer, node: MST): MathSyntax? =
         if (node !is Symbol || node.identity !in symbols)
@@ -161,7 +154,6 @@ public class PrettyPrintPi(public val symbols: Set<String>) : RenderFeature {
  * @param operations the allowed operations. If `null`, any operation is accepted.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public abstract class Unary(public val operations: Collection<String>?) : RenderFeature {
     /**
      * The actual render function specialized for [MST.Unary].
@@ -182,7 +174,6 @@ public abstract class Unary(public val operations: Collection<String>?) : Render
  * @property operations the allowed operations. If `null`, any operation is accepted.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public abstract class Binary(public val operations: Collection<String>?) : RenderFeature {
     /**
      * The actual render function specialized for [MST.Binary].
@@ -200,7 +191,6 @@ public abstract class Binary(public val operations: Collection<String>?) : Rende
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class BinaryPlus(operations: Collection<String>?) : Binary(operations) {
     override fun renderBinary(parent: FeaturedMathRenderer, node: MST.Binary): MathSyntax =
         BinaryPlusSyntax(
@@ -222,7 +212,6 @@ public class BinaryPlus(operations: Collection<String>?) : Binary(operations) {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class BinaryMinus(operations: Collection<String>?) : Binary(operations) {
     override fun renderBinary(parent: FeaturedMathRenderer, node: MST.Binary): MathSyntax =
         BinaryMinusSyntax(
@@ -244,7 +233,6 @@ public class BinaryMinus(operations: Collection<String>?) : Binary(operations) {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class UnaryPlus(operations: Collection<String>?) : Unary(operations) {
     override fun renderUnary(parent: FeaturedMathRenderer, node: MST.Unary): MathSyntax = UnaryPlusSyntax(
         operation = node.operation,
@@ -264,7 +252,6 @@ public class UnaryPlus(operations: Collection<String>?) : Unary(operations) {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class UnaryMinus(operations: Collection<String>?) : Unary(operations) {
     override fun renderUnary(parent: FeaturedMathRenderer, node: MST.Unary): MathSyntax = UnaryMinusSyntax(
         operation = node.operation,
@@ -284,7 +271,6 @@ public class UnaryMinus(operations: Collection<String>?) : Unary(operations) {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class Fraction(operations: Collection<String>?) : Binary(operations) {
     override fun renderBinary(parent: FeaturedMathRenderer, node: MST.Binary): MathSyntax = FractionSyntax(
         operation = node.operation,
@@ -306,7 +292,6 @@ public class Fraction(operations: Collection<String>?) : Binary(operations) {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class BinaryOperator(operations: Collection<String>?) : Binary(operations) {
     override fun renderBinary(parent: FeaturedMathRenderer, node: MST.Binary): MathSyntax =
         BinaryOperatorSyntax(
@@ -329,7 +314,6 @@ public class BinaryOperator(operations: Collection<String>?) : Binary(operations
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class UnaryOperator(operations: Collection<String>?) : Unary(operations) {
     override fun renderUnary(parent: FeaturedMathRenderer, node: MST.Unary): MathSyntax =
         UnaryOperatorSyntax(
@@ -351,7 +335,6 @@ public class UnaryOperator(operations: Collection<String>?) : Unary(operations)
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class Power(operations: Collection<String>?) : Binary(operations) {
     override fun renderBinary(parent: FeaturedMathRenderer, node: MST.Binary): MathSyntax =
         SuperscriptSyntax(
@@ -371,7 +354,6 @@ public class Power(operations: Collection<String>?) : Binary(operations) {
 /**
  * Handles binary nodes by producing [RadicalSyntax] with no index.
  */
-@UnstableKMathAPI
 public class SquareRoot(operations: Collection<String>?) : Unary(operations) {
     override fun renderUnary(parent: FeaturedMathRenderer, node: MST.Unary): MathSyntax =
         RadicalSyntax(operation = node.operation, operand = parent.render(node.value))
@@ -389,7 +371,6 @@ public class SquareRoot(operations: Collection<String>?) : Unary(operations) {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class Exponent(operations: Collection<String>?) : Unary(operations) {
     override fun renderUnary(parent: FeaturedMathRenderer, node: MST.Unary): MathSyntax = ExponentSyntax(
         operation = node.operation,
@@ -410,7 +391,6 @@ public class Exponent(operations: Collection<String>?) : Unary(operations) {
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class Multiplication(operations: Collection<String>?) : Binary(operations) {
     override fun renderBinary(parent: FeaturedMathRenderer, node: MST.Binary): MathSyntax =
         MultiplicationSyntax(
@@ -433,7 +413,6 @@ public class Multiplication(operations: Collection<String>?) : Binary(operations
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class InverseTrigonometricOperations(operations: Collection<String>?) : Unary(operations) {
     override fun renderUnary(parent: FeaturedMathRenderer, node: MST.Unary): MathSyntax =
         UnaryOperatorSyntax(
@@ -460,7 +439,6 @@ public class InverseTrigonometricOperations(operations: Collection<String>?) : U
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class InverseHyperbolicOperations(operations: Collection<String>?) : Unary(operations) {
     override fun renderUnary(parent: FeaturedMathRenderer, node: MST.Unary): MathSyntax =
         UnaryOperatorSyntax(

kmath-ast/src/commonMain/kotlin/space/kscience/kmath/ast/rendering/phases.kt

@@ -6,7 +6,6 @@
 package space.kscience.kmath.ast.rendering
 
 import space.kscience.kmath.ast.rendering.FeaturedMathRendererWithPostProcess.PostProcessPhase
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.FieldOps
 import space.kscience.kmath.operations.GroupOps
 import space.kscience.kmath.operations.PowerOperations
@@ -17,7 +16,6 @@ import space.kscience.kmath.operations.RingOps
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public val BetterMultiplication: PostProcessPhase = PostProcessPhase { node ->
     fun perform(node: MathSyntax): Unit = when (node) {
         is NumberSyntax -> Unit
@@ -91,7 +89,6 @@ public val BetterMultiplication: PostProcessPhase = PostProcessPhase { node ->
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public val BetterFraction: PostProcessPhase = PostProcessPhase { node ->
     fun perform(node: MathSyntax, infix: Boolean = false): Unit = when (node) {
         is NumberSyntax -> Unit
@@ -162,7 +159,6 @@ public val BetterFraction: PostProcessPhase = PostProcessPhase { node ->
  *
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public val BetterExponent: PostProcessPhase = PostProcessPhase { node ->
     fun perform(node: MathSyntax): Boolean {
         return when (node) {
@@ -202,7 +198,6 @@ public val BetterExponent: PostProcessPhase = PostProcessPhase { node ->
  * @property precedenceFunction Returns the precedence number for syntax node. Higher number is lower priority.
  * @author Iaroslav Postovalov
  */
-@UnstableKMathAPI
 public class SimplifyParentheses(public val precedenceFunction: (MathSyntax) -> Int) :
     PostProcessPhase {
     override fun perform(node: MathSyntax): Unit = when (node) {

kmath-ast/src/jsMain/kotlin/space/kscience/kmath/estree/estree.kt

@@ -5,6 +5,7 @@
 
 package space.kscience.kmath.estree
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.ast.TypedMst
 import space.kscience.kmath.ast.evaluateConstants
 import space.kscience.kmath.estree.internal.ESTreeBuilder
@@ -13,7 +14,6 @@ import space.kscience.kmath.expressions.MST
 import space.kscience.kmath.expressions.Symbol
 import space.kscience.kmath.expressions.invoke
 import space.kscience.kmath.internal.estree.BaseExpression
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.Algebra
 
 /**

kmath-ast/src/jsMain/kotlin/space/kscience/kmath/wasm/internal/WasmBuilder.kt

@@ -5,11 +5,11 @@
 
 package space.kscience.kmath.wasm.internal
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.ast.TypedMst
 import space.kscience.kmath.expressions.*
 import space.kscience.kmath.internal.binaryen.*
 import space.kscience.kmath.internal.webassembly.Instance
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.internal.binaryen.Module as BinaryenModule
 import space.kscience.kmath.internal.webassembly.Module as WasmModule

kmath-ast/src/jsMain/kotlin/space/kscience/kmath/wasm/wasm.kt

@@ -7,10 +7,10 @@
 
 package space.kscience.kmath.wasm
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.ast.TypedMst
 import space.kscience.kmath.ast.evaluateConstants
 import space.kscience.kmath.expressions.*
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.DoubleField
 import space.kscience.kmath.operations.IntRing
 import space.kscience.kmath.wasm.internal.DoubleWasmBuilder

kmath-ast/src/jsTest/kotlin/space/kscience/kmath/ast/utils.kt

@@ -3,8 +3,11 @@
  * Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file.
  */
 
+@file:OptIn(UnstableKMathAPI::class)
+
 package space.kscience.kmath.ast
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Expression
 import space.kscience.kmath.expressions.MST
 import space.kscience.kmath.expressions.Symbol

kmath-ast/src/jsTest/kotlin/space/kscience/kmath/wasm/TestWasmSpecific.kt

@@ -5,6 +5,7 @@
 
 package space.kscience.kmath.wasm
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.MstExtendedField
 import space.kscience.kmath.expressions.MstRing
 import space.kscience.kmath.expressions.invoke
@@ -15,6 +16,7 @@ import space.kscience.kmath.operations.invoke
 import kotlin.test.Test
 import kotlin.test.assertEquals
 
+@OptIn(UnstableKMathAPI::class)
 internal class TestWasmSpecific {
     @Test
     fun int() {

kmath-ast/src/jvmMain/kotlin/space/kscience/kmath/asm/asm.kt

@@ -7,11 +7,11 @@
 
 package space.kscience.kmath.asm
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.asm.internal.*
 import space.kscience.kmath.ast.TypedMst
 import space.kscience.kmath.ast.evaluateConstants
 import space.kscience.kmath.expressions.*
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.Algebra
 import space.kscience.kmath.operations.DoubleField
 import space.kscience.kmath.operations.IntRing

kmath-ast/src/jvmMain/kotlin/space/kscience/kmath/asm/internal/PrimitiveAsmBuilder.kt

@@ -11,9 +11,9 @@ import org.objectweb.asm.Opcodes.*
 import org.objectweb.asm.Type
 import org.objectweb.asm.Type.*
 import org.objectweb.asm.commons.InstructionAdapter
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.ast.TypedMst
 import space.kscience.kmath.expressions.*
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import java.lang.invoke.MethodHandles
 import java.lang.invoke.MethodType

kmath-ast/src/jvmTest/kotlin/space/kscience/kmath/ast/utils.kt

@@ -5,6 +5,7 @@
 
 package space.kscience.kmath.ast
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Expression
 import space.kscience.kmath.expressions.MST
 import space.kscience.kmath.expressions.Symbol
@@ -30,6 +31,7 @@ private object GenericAsmCompilerTestContext : CompilerTestContext {
         asmCompile(algebra as Algebra<Double>, arguments)
 }
 
+@OptIn(UnstableKMathAPI::class)
 private object PrimitiveAsmCompilerTestContext : CompilerTestContext {
     override fun MST.compileToExpression(algebra: IntRing): Expression<Int> = asmCompileToExpression(algebra)
     override fun MST.compile(algebra: IntRing, arguments: Map<Symbol, Int>): Int = asmCompile(algebra, arguments)

kmath-commons/README.md

@@ -6,7 +6,7 @@ Commons math binding for kmath
 
 ## Artifact:
 
-The Maven coordinates of this project are `space.kscience:kmath-commons:0.3.1-dev-1`.
+The Maven coordinates of this project are `space.kscience:kmath-commons:0.4.0-dev-1`.
 
 **Gradle Groovy:**
 ```groovy
@@ -16,7 +16,7 @@ repositories {
 }
 
 dependencies {
-    implementation 'space.kscience:kmath-commons:0.3.1-dev-1'
+    implementation 'space.kscience:kmath-commons:0.4.0-dev-1'
 }
 ```
 **Gradle Kotlin DSL:**
@@ -27,6 +27,6 @@ repositories {
 }
 
 dependencies {
-    implementation("space.kscience:kmath-commons:0.3.1-dev-1")
+    implementation("space.kscience:kmath-commons:0.4.0-dev-1")
 }
 ```

kmath-commons/src/main/kotlin/space/kscience/kmath/commons/expressions/CmDsExpression.kt

@@ -8,8 +8,8 @@
 package space.kscience.kmath.commons.expressions
 
 import org.apache.commons.math3.analysis.differentiation.DerivativeStructure
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.*
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.ExtendedField
 import space.kscience.kmath.operations.NumbersAddOps
 

kmath-commons/src/main/kotlin/space/kscience/kmath/commons/integration/CMIntegrator.kt

@@ -7,8 +7,8 @@ package space.kscience.kmath.commons.integration
 
 import org.apache.commons.math3.analysis.integration.IterativeLegendreGaussIntegrator
 import org.apache.commons.math3.analysis.integration.SimpsonIntegrator
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.integration.*
-import space.kscience.kmath.misc.UnstableKMathAPI
 
 /**
  * Integration wrapper for Common-maths UnivariateIntegrator

kmath-commons/src/main/kotlin/space/kscience/kmath/commons/linear/CMMatrix.kt

@@ -6,8 +6,8 @@
 package space.kscience.kmath.commons.linear
 
 import org.apache.commons.math3.linear.*
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.linear.*
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.nd.StructureFeature
 import space.kscience.kmath.operations.DoubleField
 import space.kscience.kmath.structures.Buffer

kmath-commons/src/main/kotlin/space/kscience/kmath/commons/optimization/CMOptimizer.kt

@@ -13,11 +13,11 @@ import org.apache.commons.math3.optim.nonlinear.scalar.ObjectiveFunctionGradient
 import org.apache.commons.math3.optim.nonlinear.scalar.gradient.NonLinearConjugateGradientOptimizer
 import org.apache.commons.math3.optim.nonlinear.scalar.noderiv.NelderMeadSimplex
 import org.apache.commons.math3.optim.nonlinear.scalar.noderiv.SimplexOptimizer
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Symbol
 import space.kscience.kmath.expressions.SymbolIndexer
 import space.kscience.kmath.expressions.derivative
 import space.kscience.kmath.expressions.withSymbols
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.misc.log
 import space.kscience.kmath.optimization.*
 import kotlin.collections.set

kmath-commons/src/test/kotlin/space/kscience/kmath/commons/integration/IntegrationTest.kt

@@ -6,9 +6,9 @@
 package space.kscience.kmath.commons.integration
 
 import org.junit.jupiter.api.Test
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.integration.integrate
 import space.kscience.kmath.integration.value
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.DoubleField.sin
 import kotlin.math.PI
 import kotlin.math.abs

kmath-commons/src/test/kotlin/space/kscience/kmath/commons/optimization/OptimizeTest.kt

@@ -6,13 +6,13 @@
 package space.kscience.kmath.commons.optimization
 
 import kotlinx.coroutines.runBlocking
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.distributions.NormalDistribution
 import space.kscience.kmath.expressions.DSFieldExpression
 import space.kscience.kmath.expressions.Symbol.Companion.x
 import space.kscience.kmath.expressions.Symbol.Companion.y
 import space.kscience.kmath.expressions.autodiff
 import space.kscience.kmath.expressions.symbol
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.DoubleBufferOps.Companion.map
 import space.kscience.kmath.operations.DoubleField
 import space.kscience.kmath.optimization.*

kmath-complex/README.md

@@ -8,7 +8,7 @@ Complex and hypercomplex number systems in KMath.
 
 ## Artifact:
 
-The Maven coordinates of this project are `space.kscience:kmath-complex:0.3.1-dev-1`.
+The Maven coordinates of this project are `space.kscience:kmath-complex:0.4.0-dev-1`.
 
 **Gradle Groovy:**
 ```groovy
@@ -18,7 +18,7 @@ repositories {
 }
 
 dependencies {
-    implementation 'space.kscience:kmath-complex:0.3.1-dev-1'
+    implementation 'space.kscience:kmath-complex:0.4.0-dev-1'
 }
 ```
 **Gradle Kotlin DSL:**
@@ -29,6 +29,6 @@ repositories {
 }
 
 dependencies {
-    implementation("space.kscience:kmath-complex:0.3.1-dev-1")
+    implementation("space.kscience:kmath-complex:0.4.0-dev-1")
 }
 ```

kmath-complex/build.gradle.kts

@@ -7,9 +7,31 @@ 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"))
+        }
+    }
+
     dependencies {
         api(projects.kmathCore)
     }
+
+    testDependencies {
+        implementation(projects.testUtils)
+    }
 }
 
 readme {

kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Complex.kt

@@ -5,10 +5,10 @@
 
 package space.kscience.kmath.complex
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.memory.MemoryReader
 import space.kscience.kmath.memory.MemorySpec
 import space.kscience.kmath.memory.MemoryWriter
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.structures.*
 import kotlin.math.*

kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/ComplexFieldND.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.complex
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.nd.*
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.structures.Buffer

kmath-complex/src/commonMain/kotlin/space/kscience/kmath/complex/Quaternion.kt

@@ -5,10 +5,10 @@
 
 package space.kscience.kmath.complex
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.memory.MemoryReader
 import space.kscience.kmath.memory.MemorySpec
 import space.kscience.kmath.memory.MemoryWriter
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.structures.Buffer
 import space.kscience.kmath.structures.MemoryBuffer

kmath-core/README.md

@@ -15,7 +15,7 @@ performance calculations to code generation.
 
 ## Artifact:
 
-The Maven coordinates of this project are `space.kscience:kmath-core:0.3.1-dev-1`.
+The Maven coordinates of this project are `space.kscience:kmath-core:0.4.0-dev-1`.
 
 **Gradle Groovy:**
 ```groovy
@@ -25,7 +25,7 @@ repositories {
 }
 
 dependencies {
-    implementation 'space.kscience:kmath-core:0.3.1-dev-1'
+    implementation 'space.kscience:kmath-core:0.4.0-dev-1'
 }
 ```
 **Gradle Kotlin DSL:**
@@ -36,6 +36,6 @@ repositories {
 }
 
 dependencies {
-    implementation("space.kscience:kmath-core:0.3.1-dev-1")
+    implementation("space.kscience:kmath-core:0.4.0-dev-1")
 }
 ```

kmath-core/build.gradle.kts

@@ -6,19 +6,30 @@ kscience{
     jvm()
     js()
     native()
+    wasm{
+        browser {
+            testTask {
+                useKarma {
+                    webpackConfig.experiments.add("topLevelAwait")
+                    useChromeHeadless()
+                }
+            }
+        }
+    }
+
+    wasmTest{
+        dependencies {
+            implementation(kotlin("test"))
+        }
+    }
 
     dependencies {
         api(projects.kmathMemory)
     }
-}
 
-kotlin.sourceSets {
+    testDependencies {
-    filter { it.name.contains("test", true) }
+        implementation(projects.testUtils)
-        .map(org.jetbrains.kotlin.gradle.plugin.KotlinSourceSet::languageSettings)
+    }
-        .forEach {
-            it.optIn("space.kscience.kmath.misc.PerformancePitfall")
-            it.optIn("space.kscience.kmath.misc.UnstableKMathAPI")
-        }
 }
 
 readme {

kmath-core/src/commonMain/kotlin/space/kscience/kmath/data/ColumnarData.kt

@@ -5,9 +5,9 @@
 
 package space.kscience.kmath.data
 
+import space.kscience.kmath.PerformancePitfall
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Symbol
-import space.kscience.kmath.misc.PerformancePitfall
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.nd.Structure2D
 import space.kscience.kmath.structures.Buffer
 

kmath-core/src/commonMain/kotlin/space/kscience/kmath/data/XYColumnarData.kt

@@ -5,9 +5,9 @@
 
 package space.kscience.kmath.data
 
+import space.kscience.kmath.PerformancePitfall
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Symbol
-import space.kscience.kmath.misc.PerformancePitfall
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.nd.Structure2D
 import space.kscience.kmath.structures.Buffer
 import kotlin.math.max

kmath-core/src/commonMain/kotlin/space/kscience/kmath/data/XYErrorColumnarData.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.data
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Symbol
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.structures.Buffer
 
 

kmath-core/src/commonMain/kotlin/space/kscience/kmath/data/XYZColumnarData.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.data
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Symbol
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.structures.Buffer
 
 /**

kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/Domain1D.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.domains
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.linear.Point
-import space.kscience.kmath.misc.UnstableKMathAPI
 
 @UnstableKMathAPI
 public abstract class Domain1D<T : Comparable<T>>(public val range: ClosedRange<T>) : Domain<T> {

kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/DoubleDomain.kt

@@ -4,7 +4,7 @@
  */
 package space.kscience.kmath.domains
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 
 /**
  * n-dimensional volume

kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/HyperSquareDomain.kt

@@ -4,8 +4,8 @@
  */
 package space.kscience.kmath.domains
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.linear.Point
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.structures.Buffer
 import space.kscience.kmath.structures.DoubleBuffer
 import space.kscience.kmath.structures.indices

kmath-core/src/commonMain/kotlin/space/kscience/kmath/domains/UnconstrainedDomain.kt

@@ -4,8 +4,8 @@
  */
 package space.kscience.kmath.domains
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.linear.Point
-import space.kscience.kmath.misc.UnstableKMathAPI
 
 @UnstableKMathAPI
 public class UnconstrainedDomain(override val dimension: Int) : DoubleDomain {

kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/DSAlgebra.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.expressions
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.structures.Buffer
 import space.kscience.kmath.structures.MutableBuffer

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

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.expressions
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.Algebra
 import kotlin.jvm.JvmName
 import kotlin.properties.ReadOnlyProperty

kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/MstAlgebra.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.expressions
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 
 /**

kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/NamedMatrix.kt

@@ -7,9 +7,9 @@
 
 package space.kscience.kmath.expressions
 
+import space.kscience.kmath.PerformancePitfall
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.linear.Matrix
-import space.kscience.kmath.misc.PerformancePitfall
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.structures.getOrNull
 
 public class NamedMatrix<T>(public val values: Matrix<T>, public val indexer: SymbolIndexer) : Matrix<T> by values {

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

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.expressions
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.linear.Point
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.structures.asBuffer
 import kotlin.contracts.InvocationKind

kmath-core/src/commonMain/kotlin/space/kscience/kmath/expressions/SymbolIndexer.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.expressions
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.linear.Point
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.nd.Structure2D
 import space.kscience.kmath.structures.BufferFactory
 import space.kscience.kmath.structures.DoubleBuffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/BufferedLinearSpace.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.linear
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.nd.*
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.structures.Buffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/DoubleLinearSpace.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.linear
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.nd.*
 import space.kscience.kmath.operations.DoubleBufferOps
 import space.kscience.kmath.operations.DoubleField

kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/LinearSpace.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.linear
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.nd.MutableStructure2D
 import space.kscience.kmath.nd.Structure2D
 import space.kscience.kmath.nd.StructureFeature

kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/LupDecomposition.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.linear
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.structures.BufferAccessor2D
 import space.kscience.kmath.structures.DoubleBuffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/MatrixBuilder.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.linear
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.Ring
 import space.kscience.kmath.structures.BufferAccessor2D
 import space.kscience.kmath.structures.MutableBuffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/linear/MatrixWrapper.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.linear
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.misc.FeatureSet
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.nd.StructureFeature
 import space.kscience.kmath.operations.Ring
 import kotlin.reflect.KClass

kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/collections.kt

@@ -9,7 +9,7 @@ package space.kscience.kmath.misc
  * The same as [zipWithNext], but includes link between last and first element
  */
 public inline fun <T, R> List<T>.zipWithNextCircular(transform: (a: T, b: T) -> R): List<R> {
-    if (isEmpty()) return emptyList()
+    if (size < 2) return emptyList()
     return indices.map { i ->
         if (i == size - 1) {
             transform(last(), first())
@@ -19,4 +19,4 @@ public inline fun <T, R> List<T>.zipWithNextCircular(transform: (a: T, b: T) ->
     }
 }
 
-public inline fun <T> List<T>.zipWithNextCircular(): List<Pair<T,T>> = zipWithNextCircular { l, r -> l to r  }
+public fun <T> List<T>.zipWithNextCircular(): List<Pair<T, T>> = zipWithNextCircular { l, r -> l to r }

kmath-core/src/commonMain/kotlin/space/kscience/kmath/misc/sorting.kt

@@ -6,6 +6,7 @@
 
 package space.kscience.kmath.misc
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.structures.Buffer
 import space.kscience.kmath.structures.VirtualBuffer
 

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/AlgebraND.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import kotlin.reflect.KClass
 

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/BufferAlgebraND.kt

@@ -7,8 +7,8 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 
 public interface BufferAlgebraND<T, out A : Algebra<T>> : AlgebraND<T, A> {

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/BufferND.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.structures.Buffer
 import space.kscience.kmath.structures.BufferFactory
 import space.kscience.kmath.structures.MutableBuffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/DoubleFieldND.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.*
 import space.kscience.kmath.structures.DoubleBuffer
 import kotlin.contracts.InvocationKind

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/IntRingND.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.IntRing
 import space.kscience.kmath.operations.NumbersAddOps
 import space.kscience.kmath.operations.bufferAlgebra

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/PermutedStructureND.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 
 
 public class PermutedStructureND<T>(

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/ShapeND.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.UnsafeKMathAPI
+import space.kscience.kmath.UnsafeKMathAPI
 import kotlin.jvm.JvmInline
 
 /**

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/ShortRingND.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.operations.NumbersAddOps
 import space.kscience.kmath.operations.ShortRing
 import space.kscience.kmath.operations.bufferAlgebra

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/Structure1D.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.operations.asSequence
 import space.kscience.kmath.structures.Buffer
 import space.kscience.kmath.structures.MutableBuffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/Structure2D.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.structures.Buffer
 import space.kscience.kmath.structures.MutableBuffer
 import space.kscience.kmath.structures.MutableListBuffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/StructureND.kt

@@ -5,10 +5,10 @@
 
 package space.kscience.kmath.nd
 
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.linear.LinearSpace
 import space.kscience.kmath.misc.Feature
 import space.kscience.kmath.misc.Featured
-import space.kscience.kmath.misc.PerformancePitfall
 import space.kscience.kmath.operations.Ring
 import space.kscience.kmath.operations.invoke
 import space.kscience.kmath.structures.Buffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/VirtualStructureND.kt

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 
 public open class VirtualStructureND<T>(
     override val shape: ShapeND,

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/operationsND.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 
 @OptIn(PerformancePitfall::class)
 public fun <T> StructureND<T>.roll(axis: Int, step: Int = 1): StructureND<T> {

kmath-core/src/commonMain/kotlin/space/kscience/kmath/nd/primitiveStructureND.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.nd
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 
 public interface StructureNDOfDouble : StructureND<Double> {
     /**

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

@@ -5,8 +5,8 @@
 
 package space.kscience.kmath.operations
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Symbol
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.operations.Ring.Companion.optimizedPower
 import space.kscience.kmath.structures.MutableBufferFactory
 

kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/BigInt.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.operations
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.nd.BufferedRingOpsND
 import space.kscience.kmath.operations.BigInt.Companion.BASE
 import space.kscience.kmath.operations.BigInt.Companion.BASE_SIZE

kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/DoubleBufferOps.kt

@@ -5,10 +5,11 @@
 
 package space.kscience.kmath.operations
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.linear.Point
-import space.kscience.kmath.misc.UnstableKMathAPI
 import space.kscience.kmath.structures.*
-import kotlin.math.*
+import kotlin.math.pow
+import kotlin.math.sqrt
 
 /**
  * [ExtendedFieldOps] over [DoubleBuffer].

kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/LogicAlgebra.kt

@@ -5,9 +5,9 @@
 
 package space.kscience.kmath.operations
 
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.expressions.Symbol
 import space.kscience.kmath.expressions.symbol
-import space.kscience.kmath.misc.UnstableKMathAPI
 
 /**
  * An algebra for generic boolean logic

kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/NumericAlgebra.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.operations
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import kotlin.math.E
 import kotlin.math.PI
 

kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/algebraExtensions.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.operations
 
-import space.kscience.kmath.misc.PerformancePitfall
+import space.kscience.kmath.PerformancePitfall
 import space.kscience.kmath.structures.Buffer
 
 /**

kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/BufferView.kt

@@ -1,6 +1,6 @@
 package space.kscience.kmath.structures
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 
 /**
  * A buffer that wraps an original buffer

kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/MemoryBuffer.kt

@@ -17,9 +17,7 @@ import space.kscience.kmath.memory.*
 public open class MemoryBuffer<T : Any>(protected val memory: Memory, protected val spec: MemorySpec<T>) : Buffer<T> {
     override val size: Int get() = memory.size / spec.objectSize
 
-    private val reader: MemoryReader = memory.reader()
+    override operator fun get(index: Int): T = memory.read { read(spec, spec.objectSize * index) }
-
-    override operator fun get(index: Int): T = reader.read(spec, spec.objectSize * index)
     override operator fun iterator(): Iterator<T> = (0 until size).asSequence().map { get(it) }.iterator()
 
     override fun toString(): String = Buffer.toString(this)

kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferExtensions.kt

@@ -5,7 +5,7 @@
 
 package space.kscience.kmath.operations
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 import space.kscience.kmath.structures.*
 
 /**

kmath-core/src/commonMain/kotlin/space/kscience/kmath/structures/bufferPrimitiveAccess.kt

@@ -1,11 +1,10 @@
 package space.kscience.kmath.structures
 
-import space.kscience.kmath.misc.UnstableKMathAPI
+import space.kscience.kmath.UnstableKMathAPI
 
 /**
  * Non-boxing access to primitive [Double]
  */
-
 @UnstableKMathAPI
 public fun Buffer<Double>.getDouble(index: Int): Double = if (this is BufferView) {
     val originIndex = originIndex(index)