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Prepare for 0.4.0 release

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36
CHANGELOG.md
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@ -3,6 +3,21 @@
## Unreleased ## Unreleased
### Added ### Added
### Changed
### Deprecated
### Removed
### Fixed
### Security
## 0.4.0-dev-3 - 2024-02-18
### Added
- Reification. Explicit `SafeType` for algebras and buffers. - Reification. Explicit `SafeType` for algebras and buffers.
- Integer division algebras. - Integer division algebras.
- Float32 geometries. - Float32 geometries.
@ -14,6 +29,7 @@
- Parallel buffer factories - Parallel buffer factories
### Changed ### Changed
- Default naming for algebra and buffers now uses IntXX/FloatXX notation instead of Java types. - Default naming for algebra and buffers now uses IntXX/FloatXX notation instead of Java types.
- Remove unnecessary inlines in basic algebras. - Remove unnecessary inlines in basic algebras.
- QuaternionField -> QuaternionAlgebra and does not implement `Field` anymore since it is non-commutative - QuaternionField -> QuaternionAlgebra and does not implement `Field` anymore since it is non-commutative
@ -23,22 +39,24 @@
- Kmath-memory is moved on top of core. - Kmath-memory is moved on top of core.
### Deprecated ### Deprecated
- ND4J engine - ND4J engine
### Removed ### Removed
- `asPolynomial` function due to scope pollution - `asPolynomial` function due to scope pollution
- Codegend for ejml (450 lines of codegen for 1000 lines of code is too much) - Codegend for ejml (450 lines of codegen for 1000 lines of code is too much)
### Fixed ### Fixed
- Median statistics - Median statistics
- Complex power of negative real numbers - Complex power of negative real numbers
- Add proper mutability for MutableBufferND rows and columns - Add proper mutability for MutableBufferND rows and columns
### Security
## 0.3.1 - 2023-04-09 ## 0.3.1 - 2023-04-09
### Added ### Added
- Wasm support for `memory`, `core`, `complex` and `functions` modules. - Wasm support for `memory`, `core`, `complex` and `functions` modules.
- Generic builders for `BufferND` and `MutableBufferND` - Generic builders for `BufferND` and `MutableBufferND`
- `NamedMatrix` - matrix with symbol-based indexing - `NamedMatrix` - matrix with symbol-based indexing
@ -48,6 +66,7 @@
- Algebra now has an obligatory `bufferFactory` (#477). - Algebra now has an obligatory `bufferFactory` (#477).
### Changed ### Changed
- Removed marker `Vector` type for geometry - Removed marker `Vector` type for geometry
- Geometry uses type-safe angles - Geometry uses type-safe angles
- Tensor operations switched to prefix notation - Tensor operations switched to prefix notation
@ -60,12 +79,14 @@
- Multik went MPP - Multik went MPP
### Removed ### Removed
- Trajectory moved to https://github.com/SciProgCentre/maps-kt - Trajectory moved to https://github.com/SciProgCentre/maps-kt
- Polynomials moved to https://github.com/SciProgCentre/kmath-polynomial - Polynomials moved to https://github.com/SciProgCentre/kmath-polynomial
## 0.3.0 ## 0.3.0
### Added ### Added
- `ScaleOperations` interface - `ScaleOperations` interface
- `Field` extends `ScaleOperations` - `Field` extends `ScaleOperations`
- Basic integration API - Basic integration API
@ -90,6 +111,7 @@
- Compilation to TeX for MST: #254 - Compilation to TeX for MST: #254
### Changed ### Changed
- Annotations moved to `space.kscience.kmath` - Annotations moved to `space.kscience.kmath`
- Exponential operations merged with hyperbolic functions - Exponential operations merged with hyperbolic functions
- Space is replaced by Group. Space is reserved for vector spaces. - Space is replaced by Group. Space is reserved for vector spaces.
@ -123,9 +145,11 @@
- `UnivariateFunction` -> `Function1D`, `MultivariateFunction` -> `FunctionND` - `UnivariateFunction` -> `Function1D`, `MultivariateFunction` -> `FunctionND`
### Deprecated ### Deprecated
- Specialized `DoubleBufferAlgebra` - Specialized `DoubleBufferAlgebra`
### Removed ### Removed
- Nearest in Domain. To be implemented in geometry package. - Nearest in Domain. To be implemented in geometry package.
- Number multiplication and division in main Algebra chain - Number multiplication and division in main Algebra chain
- `contentEquals` from Buffer. It moved to the companion. - `contentEquals` from Buffer. It moved to the companion.
@ -136,12 +160,14 @@
- Algebra elements are completely removed. Use algebra contexts instead. - Algebra elements are completely removed. Use algebra contexts instead.
### Fixed ### Fixed
- Ring inherits RingOperations, not GroupOperations - Ring inherits RingOperations, not GroupOperations
- Univariate histogram filling - Univariate histogram filling
## 0.2.0 ## 0.2.0
### Added ### Added
- `fun` annotation for SAM interfaces in library - `fun` annotation for SAM interfaces in library
- Explicit `public` visibility for all public APIs - Explicit `public` visibility for all public APIs
- Better trigonometric and hyperbolic functions for `AutoDiffField` (https://github.com/mipt-npm/kmath/pull/140) - Better trigonometric and hyperbolic functions for `AutoDiffField` (https://github.com/mipt-npm/kmath/pull/140)
@ -161,6 +187,7 @@
- Basic Quaternion vector support in `kmath-complex`. - Basic Quaternion vector support in `kmath-complex`.
### Changed ### Changed
- Package changed from `scientifik` to `space.kscience` - Package changed from `scientifik` to `space.kscience`
- Gradle version: 6.6 -> 6.8.2 - Gradle version: 6.6 -> 6.8.2
- Minor exceptions refactor (throwing `IllegalArgumentException` by argument checks instead of `IllegalStateException`) - Minor exceptions refactor (throwing `IllegalArgumentException` by argument checks instead of `IllegalStateException`)
@ -185,6 +212,7 @@
- Add `out` projection to `Buffer` generic - Add `out` projection to `Buffer` generic
### Removed ### Removed
- `kmath-koma` module because it doesn't support Kotlin 1.4. - `kmath-koma` module because it doesn't support Kotlin 1.4.
- Support of `legacy` JS backend (we will support only IR) - Support of `legacy` JS backend (we will support only IR)
- `toGrid` method. - `toGrid` method.
@ -193,11 +221,13 @@
- StructureND identity and equals - StructureND identity and equals
### Fixed ### Fixed
- `symbol` method in `MstExtendedField` (https://github.com/mipt-npm/kmath/pull/140) - `symbol` method in `MstExtendedField` (https://github.com/mipt-npm/kmath/pull/140)
## 0.1.4 ## 0.1.4
### Added ### Added
- Functional Expressions API - Functional Expressions API
- Mathematical Syntax Tree, its interpreter and API - Mathematical Syntax Tree, its interpreter and API
- String to MST parser (https://github.com/mipt-npm/kmath/pull/120) - String to MST parser (https://github.com/mipt-npm/kmath/pull/120)
@ -215,6 +245,7 @@
- Norm support for `Complex` - Norm support for `Complex`
### Changed ### Changed
- `readAsMemory` now has `throws IOException` in JVM signature. - `readAsMemory` now has `throws IOException` in JVM signature.
- Several functions taking functional types were made `inline`. - Several functions taking functional types were made `inline`.
- Several functions taking functional types now have `callsInPlace` contracts. - Several functions taking functional types now have `callsInPlace` contracts.
@ -226,6 +257,7 @@
- Moved probability distributions to commons-rng and to `kmath-prob` - Moved probability distributions to commons-rng and to `kmath-prob`
### Fixed ### Fixed
- Missing copy method in Memory implementation on JS (https://github.com/mipt-npm/kmath/pull/106) - Missing copy method in Memory implementation on JS (https://github.com/mipt-npm/kmath/pull/106)
- D3.dim value in `kmath-dimensions` - D3.dim value in `kmath-dimensions`
- Multiplication in integer rings in `kmath-core` (https://github.com/mipt-npm/kmath/pull/101) - Multiplication in integer rings in `kmath-core` (https://github.com/mipt-npm/kmath/pull/101)

68
README.md
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@ -2,7 +2,7 @@
[![DOI](https://zenodo.org/badge/129486382.svg)](https://zenodo.org/badge/latestdoi/129486382) [![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) ![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) [![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/spc/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/mipt-npm/p/sci/maven/space/kscience/)
# KMath # KMath
@ -11,18 +11,21 @@ analog to Python's NumPy library. Later we found that kotlin is much more flexib
architecture designs. In contrast to `numpy` and `scipy` it is modular and has a lightweight core. The `numpy`-like architecture designs. In contrast to `numpy` and `scipy` it is modular and has a lightweight core. The `numpy`-like
experience could be achieved with [kmath-for-real](/kmath-for-real) extension module. experience could be achieved with [kmath-for-real](/kmath-for-real) extension module.
[Documentation site (**WIP**)](https://SciProgCentre.github.io/kmath/) [Documentation site](https://SciProgCentre.github.io/kmath/)
## Publications and talks ## Publications and talks
* [A conceptual article about context-oriented design](https://proandroiddev.com/an-introduction-context-oriented-programming-in-kotlin-2e79d316b0a2) * [A conceptual article about context-oriented design](https://proandroiddev.com/an-introduction-context-oriented-programming-in-kotlin-2e79d316b0a2)
* [Another article about context-oriented design](https://proandroiddev.com/diving-deeper-into-context-oriented-programming-in-kotlin-3ecb4ec38814) * [Another article about context-oriented design](https://proandroiddev.com/diving-deeper-into-context-oriented-programming-in-kotlin-3ecb4ec38814)
* [ACAT 2019 conference paper](https://aip.scitation.org/doi/abs/10.1063/1.5130103) * [ACAT 2019 conference paper](https://aip.scitation.org/doi/abs/10.1063/1.5130103)
* [A talk at KotlinConf 2019 about using kotlin for science](https://youtu.be/LI_5TZ7tnOE?si=4LknX41gl_YeUbIe)
* [A talk on architecture at Joker-2021 (in Russian)](https://youtu.be/1bZ2doHiRRM?si=9w953ro9yu98X_KJ)
* [The same talk in English](https://youtu.be/yP5DIc2fVwQ?si=louZzQ1dcXV6gP10)
* [A seminar on tensor API](https://youtu.be/0H99wUs0xTM?si=6c__04jrByFQtVpo)
# Goal # Goal
* Provide a flexible and powerful API to work with mathematics abstractions in Kotlin-multiplatform (JVM, JS and Native) * Provide a flexible and powerful API to work with mathematics abstractions in Kotlin-multiplatform (JVM, JS, Native and Wasm).
.
* Provide basic multiplatform implementations for those abstractions (without significant performance optimization). * Provide basic multiplatform implementations for those abstractions (without significant performance optimization).
* Provide bindings and wrappers with those abstractions for popular optimized platform libraries. * Provide bindings and wrappers with those abstractions for popular optimized platform libraries.
@ -53,19 +56,21 @@ module definitions below. The module stability could have the following levels:
## Modules ## Modules
### [benchmarks](benchmarks) ### [attributes-kt](attributes-kt)
> An API and basic implementation for arranging objects in a continuous memory block.
> >
> **Maturity**: DEVELOPMENT
### [benchmarks](benchmarks)
> >
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
### [examples](examples) ### [examples](examples)
> >
>
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
### [kmath-ast](kmath-ast) ### [kmath-ast](kmath-ast)
> >
>
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
> >
> **Features:** > **Features:**
@ -76,7 +81,7 @@ module definitions below. The module stability could have the following levels:
### [kmath-commons](kmath-commons) ### [kmath-commons](kmath-commons)
> > Commons math binding for kmath
> >
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
@ -109,17 +114,15 @@ performance calculations to code generation.
### [kmath-coroutines](kmath-coroutines) ### [kmath-coroutines](kmath-coroutines)
> >
>
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
### [kmath-dimensions](kmath-dimensions) ### [kmath-dimensions](kmath-dimensions)
> > A proof of concept module for adding type-safe dimensions to structures
> >
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
### [kmath-ejml](kmath-ejml) ### [kmath-ejml](kmath-ejml)
> >
>
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
> >
> **Features:** > **Features:**
@ -142,7 +145,7 @@ One can still use generic algebras though.
### [kmath-functions](kmath-functions) ### [kmath-functions](kmath-functions)
> > Functions, integration and interpolation
> >
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
> >
@ -156,18 +159,16 @@ One can still use generic algebras though.
### [kmath-geometry](kmath-geometry) ### [kmath-geometry](kmath-geometry)
> >
>
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
### [kmath-histograms](kmath-histograms) ### [kmath-histograms](kmath-histograms)
> >
>
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
### [kmath-jafama](kmath-jafama) ### [kmath-jafama](kmath-jafama)
> Jafama integration module
> >
> > **Maturity**: DEPRECATED
> **Maturity**: PROTOTYPE
> >
> **Features:** > **Features:**
> - [jafama-double](kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations based on Jafama > - [jafama-double](kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations based on Jafama
@ -175,11 +176,10 @@ One can still use generic algebras though.
### [kmath-jupyter](kmath-jupyter) ### [kmath-jupyter](kmath-jupyter)
> >
>
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
### [kmath-kotlingrad](kmath-kotlingrad) ### [kmath-kotlingrad](kmath-kotlingrad)
> > Kotlin∇ integration module
> >
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
> >
@ -194,14 +194,14 @@ One can still use generic algebras though.
> **Maturity**: DEVELOPMENT > **Maturity**: DEVELOPMENT
### [kmath-multik](kmath-multik) ### [kmath-multik](kmath-multik)
> > JetBrains Multik connector
> >
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
### [kmath-nd4j](kmath-nd4j) ### [kmath-nd4j](kmath-nd4j)
> ND4J NDStructure implementation and according NDAlgebra classes
> >
> > **Maturity**: DEPRECATED
> **Maturity**: EXPERIMENTAL
> >
> **Features:** > **Features:**
> - [nd4jarraystructure](kmath-nd4j/#) : NDStructure wrapper for INDArray > - [nd4jarraystructure](kmath-nd4j/#) : NDStructure wrapper for INDArray
@ -211,27 +211,24 @@ One can still use generic algebras though.
### [kmath-optimization](kmath-optimization) ### [kmath-optimization](kmath-optimization)
> >
>
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
### [kmath-stat](kmath-stat) ### [kmath-stat](kmath-stat)
> >
>
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
### [kmath-symja](kmath-symja) ### [kmath-symja](kmath-symja)
> > Symja integration module
> >
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
### [kmath-tensorflow](kmath-tensorflow) ### [kmath-tensorflow](kmath-tensorflow)
> > Google tensorflow connector
> >
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
### [kmath-tensors](kmath-tensors) ### [kmath-tensors](kmath-tensors)
> >
>
> **Maturity**: PROTOTYPE > **Maturity**: PROTOTYPE
> >
> **Features:** > **Features:**
@ -241,13 +238,12 @@ One can still use generic algebras though.
### [kmath-viktor](kmath-viktor) ### [kmath-viktor](kmath-viktor)
> > Binding for https://github.com/JetBrains-Research/viktor
> >
> **Maturity**: DEVELOPMENT > **Maturity**: DEVELOPMENT
### [test-utils](test-utils) ### [test-utils](test-utils)
> >
>
> **Maturity**: EXPERIMENTAL > **Maturity**: EXPERIMENTAL
@ -256,22 +252,21 @@ One can still use generic algebras though.
KMath is developed as a multi-platform library, which means that most of the interfaces are declared in the KMath is developed as a multi-platform library, which means that most of the interfaces are declared in the
[common source sets](/kmath-core/src/commonMain) and implemented there wherever it is possible. In some cases, features [common source sets](/kmath-core/src/commonMain) and implemented there wherever it is possible. In some cases, features
are delegated to platform-specific implementations even if they could be provided in the common module for performance are delegated to platform-specific implementations even if they could be provided in the common module for performance
reasons. Currently, the Kotlin/JVM is the primary platform, however Kotlin/Native and Kotlin/JS contributions and reasons. Currently, Kotlin/JVM is the primary platform, however, Kotlin/Native and Kotlin/JS contributions and
feedback are also welcome. feedback are also welcome.
## Performance ## Performance
Calculation performance is one of major goals of KMath in the future, but in some cases it is impossible to achieve both Calculation of performance is one of the major goals of KMath in the future, but in some cases it is impossible to achieve both
performance and flexibility. performance and flexibility.
We expect to focus on creating convenient universal API first and then work on increasing performance for specific We expect to focus on creating a convenient universal API first and then work on increasing performance for specific
cases. We expect the worst KMath benchmarks will perform better than native Python, but worse than optimized cases. We expect the worst KMath benchmarks will perform better than native Python, but worse than optimized
native/SciPy (mostly due to boxing operations on primitive numbers). The best performance of optimized parts could be better than SciPy. native/SciPy (mostly due to boxing operations on primitive numbers). The best performance of optimized parts could be better than SciPy.
## Requirements ## Requirements
KMath currently relies on JDK 11 for compilation and execution of Kotlin-JVM part. We recommend to use GraalVM-CE 11 for KMath currently relies on JDK 11 for compilation and execution of Kotlin-JVM part. We recommend using GraalVM-CE or Oracle GraalVM for execution to get better performance.
execution to get better performance.
### Repositories ### Repositories
@ -291,10 +286,7 @@ dependencies {
} }
``` ```
Gradle `6.0+` is required for multiplatform artifacts.
## Contributing ## Contributing
The project requires a lot of additional work. The most important thing we need is a feedback about what features are The project requires a lot of additional work. The most important thing we need is feedback about what features are
required the most. Feel free to create feature requests. We are also welcome to code contributions, especially in issues required the most. Feel free to create feature requests. We are also welcome to code contributions, especially in issues marked with [good first issue](hhttps://github.com/SciProgCentre/kmath/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) label.
marked with [waiting for a hero](https://github.com/SciProgCentre/kmath/labels/waiting%20for%20a%20hero) label.

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# Module attributes-kt

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public abstract interface class space/kscience/attributes/Attribute {
}
public abstract interface class space/kscience/attributes/AttributeContainer {
public abstract fun getAttributes ()Lspace/kscience/attributes/Attributes;
}
public abstract interface class space/kscience/attributes/AttributeScope {
}
public abstract interface class space/kscience/attributes/AttributeWithDefault : space/kscience/attributes/Attribute {
public abstract fun getDefault ()Ljava/lang/Object;
}
public abstract interface class space/kscience/attributes/Attributes {
public static final field Companion Lspace/kscience/attributes/Attributes$Companion;
public fun get (Lspace/kscience/attributes/Attribute;)Ljava/lang/Object;
public abstract fun getContent ()Ljava/util/Map;
public fun getKeys ()Ljava/util/Set;
}
public final class space/kscience/attributes/Attributes$Companion {
public final fun getEMPTY ()Lspace/kscience/attributes/Attributes;
}
public final class space/kscience/attributes/AttributesBuilder : space/kscience/attributes/Attributes {
public fun <init> ()V
public final fun add (Lspace/kscience/attributes/SetAttribute;Ljava/lang/Object;)V
public final fun build ()Lspace/kscience/attributes/Attributes;
public final fun from (Lspace/kscience/attributes/Attributes;)V
public fun getContent ()Ljava/util/Map;
public final fun invoke (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)V
public final fun remove (Lspace/kscience/attributes/SetAttribute;Ljava/lang/Object;)V
public final fun set (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)V
}
public final class space/kscience/attributes/AttributesBuilderKt {
public static final fun Attributes (Lkotlin/jvm/functions/Function1;)Lspace/kscience/attributes/Attributes;
}
public final class space/kscience/attributes/AttributesKt {
public static final fun Attributes (Lspace/kscience/attributes/Attribute;)Lspace/kscience/attributes/Attributes;
public static final fun Attributes (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)Lspace/kscience/attributes/Attributes;
public static final fun getOrDefault (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/AttributeWithDefault;)Ljava/lang/Object;
public static final fun isEmpty (Lspace/kscience/attributes/Attributes;)Z
public static final fun modify (Lspace/kscience/attributes/Attributes;Lkotlin/jvm/functions/Function1;)Lspace/kscience/attributes/Attributes;
public static final fun plus (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attributes;)Lspace/kscience/attributes/Attributes;
public static final fun withAttribute (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attribute;)Lspace/kscience/attributes/Attributes;
public static final fun withAttribute (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)Lspace/kscience/attributes/Attributes;
public static final fun withAttributeElement (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/SetAttribute;Ljava/lang/Object;)Lspace/kscience/attributes/Attributes;
public static final fun withoutAttribute (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attribute;)Lspace/kscience/attributes/Attributes;
public static final fun withoutAttributeElement (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/SetAttribute;Ljava/lang/Object;)Lspace/kscience/attributes/Attributes;
}
public abstract interface class space/kscience/attributes/FlagAttribute : space/kscience/attributes/Attribute {
}
public abstract class space/kscience/attributes/PolymorphicAttribute : space/kscience/attributes/Attribute {
public synthetic fun <init> (Lkotlin/reflect/KType;Lkotlin/jvm/internal/DefaultConstructorMarker;)V
public fun equals (Ljava/lang/Object;)Z
public final fun getType-V0oMfBY ()Lkotlin/reflect/KType;
public fun hashCode ()I
}
public final class space/kscience/attributes/PolymorphicAttributeKt {
public static final fun get (Lspace/kscience/attributes/Attributes;Lkotlin/jvm/functions/Function0;)Ljava/lang/Object;
public static final fun set (Lspace/kscience/attributes/AttributesBuilder;Lkotlin/jvm/functions/Function0;Ljava/lang/Object;)V
}
public final class space/kscience/attributes/SafeType {
public static final synthetic fun box-impl (Lkotlin/reflect/KType;)Lspace/kscience/attributes/SafeType;
public static fun constructor-impl (Lkotlin/reflect/KType;)Lkotlin/reflect/KType;
public fun equals (Ljava/lang/Object;)Z
public static fun equals-impl (Lkotlin/reflect/KType;Ljava/lang/Object;)Z
public static final fun equals-impl0 (Lkotlin/reflect/KType;Lkotlin/reflect/KType;)Z
public final fun getKType ()Lkotlin/reflect/KType;
public fun hashCode ()I
public static fun hashCode-impl (Lkotlin/reflect/KType;)I
public fun toString ()Ljava/lang/String;
public static fun toString-impl (Lkotlin/reflect/KType;)Ljava/lang/String;
public final synthetic fun unbox-impl ()Lkotlin/reflect/KType;
}
public final class space/kscience/attributes/SafeTypeKt {
public static final fun getKClass-X0YbwmU (Lkotlin/reflect/KType;)Lkotlin/reflect/KClass;
}
public abstract interface class space/kscience/attributes/SetAttribute : space/kscience/attributes/Attribute {
}
public abstract interface annotation class space/kscience/attributes/UnstableAttributesAPI : java/lang/annotation/Annotation {
}
public abstract interface class space/kscience/attributes/WithType {
public abstract fun getType-V0oMfBY ()Lkotlin/reflect/KType;
}

2
attributes-kt/build.gradle.kts
View File

@ -2,6 +2,8 @@ plugins {
id("space.kscience.gradle.mpp") id("space.kscience.gradle.mpp")
} }
version = "0.1.0"
kscience { kscience {
jvm() jvm()
js() js()

3
attributes-kt/src/commonMain/kotlin/space/kscience/attributes/Attribute.kt
View File

@ -5,6 +5,9 @@
package space.kscience.attributes package space.kscience.attributes
/**
* A marker interface for an attribute. Attributes are used as keys to access contents of type [T] in the container.
*/
public interface Attribute<T> public interface Attribute<T>
/** /**

3
attributes-kt/src/commonMain/kotlin/space/kscience/attributes/AttributeContainer.kt
View File

@ -13,7 +13,8 @@ public interface AttributeContainer {
} }
/** /**
* A scope, where attribute keys could be resolved * A scope, where attribute keys could be resolved.
* [O] is used only to resolve types in compile-time.
*/ */
public interface AttributeScope<O> public interface AttributeScope<O>

9
attributes-kt/src/commonMain/kotlin/space/kscience/attributes/Attributes.kt
View File

@ -11,10 +11,19 @@ import kotlin.jvm.JvmInline
* A set of attributes. The implementation must guarantee that [content] keys correspond to its value types. * A set of attributes. The implementation must guarantee that [content] keys correspond to its value types.
*/ */
public interface Attributes { public interface Attributes {
/**
* Raw content for this [Attributes]
*/
public val content: Map<out Attribute<*>, Any?> public val content: Map<out Attribute<*>, Any?>
/**
* Attribute keys contained in this [Attributes]
*/
public val keys: Set<Attribute<*>> get() = content.keys public val keys: Set<Attribute<*>> get() = content.keys
/**
* Provide an attribute value. Return null if attribute is not present or if its value is null.
*/
@Suppress("UNCHECKED_CAST") @Suppress("UNCHECKED_CAST")
public operator fun <T> get(attribute: Attribute<T>): T? = content[attribute] as? T public operator fun <T> get(attribute: Attribute<T>): T? = content[attribute] as? T

6
build.gradle.kts
View File

@ -3,7 +3,7 @@ import space.kscience.gradle.useSPCTeam
plugins { plugins {
id("space.kscience.gradle.project") id("space.kscience.gradle.project")
id("org.jetbrains.kotlinx.kover") version "0.6.0" id("org.jetbrains.kotlinx.kover") version "0.7.6"
} }
allprojects { allprojects {
@ -14,7 +14,7 @@ allprojects {
} }
group = "space.kscience" group = "space.kscience"
version = "0.4.0-dev-3" version = "0.4.0"
} }
subprojects { subprojects {
@ -34,7 +34,7 @@ subprojects {
localDirectory.set(kotlinDir) localDirectory.set(kotlinDir)
remoteUrl.set( remoteUrl.set(
java.net.URL("https://github.com/SciProgCentre/kmath/tree/master/${this@subprojects.name}/$kotlinDirPath") uri("https://github.com/SciProgCentre/kmath/tree/master/${this@subprojects.name}/$kotlinDirPath").toURL()
) )
} }

15
docs/templates/ARTIFACT-TEMPLATE.md vendored
View File

@ -3,25 +3,10 @@
The Maven coordinates of this project are `${group}:${name}:${version}`. The Maven coordinates of this project are `${group}:${name}:${version}`.
**Gradle:** **Gradle:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
// development and snapshot versions
maven { url 'https://maven.pkg.jetbrains.space/spc/p/sci/dev' }
}
dependencies {
implementation '${group}:${name}:${version}'
}
```
**Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
maven("https://repo.kotlin.link") maven("https://repo.kotlin.link")
mavenCentral() mavenCentral()
// development and snapshot versions
maven("https://maven.pkg.jetbrains.space/spc/p/sci/dev")
} }
dependencies { dependencies {

17
docs/templates/README-TEMPLATE.md vendored
View File

@ -11,18 +11,21 @@ analog to Python's NumPy library. Later we found that kotlin is much more flexib
architecture designs. In contrast to `numpy` and `scipy` it is modular and has a lightweight core. The `numpy`-like architecture designs. In contrast to `numpy` and `scipy` it is modular and has a lightweight core. The `numpy`-like
experience could be achieved with [kmath-for-real](/kmath-for-real) extension module. experience could be achieved with [kmath-for-real](/kmath-for-real) extension module.
[Documentation site (**WIP**)](https://SciProgCentre.github.io/kmath/) [Documentation site](https://SciProgCentre.github.io/kmath/)
## Publications and talks ## Publications and talks
* [A conceptual article about context-oriented design](https://proandroiddev.com/an-introduction-context-oriented-programming-in-kotlin-2e79d316b0a2) * [A conceptual article about context-oriented design](https://proandroiddev.com/an-introduction-context-oriented-programming-in-kotlin-2e79d316b0a2)
* [Another article about context-oriented design](https://proandroiddev.com/diving-deeper-into-context-oriented-programming-in-kotlin-3ecb4ec38814) * [Another article about context-oriented design](https://proandroiddev.com/diving-deeper-into-context-oriented-programming-in-kotlin-3ecb4ec38814)
* [ACAT 2019 conference paper](https://aip.scitation.org/doi/abs/10.1063/1.5130103) * [ACAT 2019 conference paper](https://aip.scitation.org/doi/abs/10.1063/1.5130103)
* [A talk at KotlinConf 2019 about using kotlin for science](https://youtu.be/LI_5TZ7tnOE?si=4LknX41gl_YeUbIe)
* [A talk on architecture at Joker-2021 (in Russian)](https://youtu.be/1bZ2doHiRRM?si=9w953ro9yu98X_KJ)
* [The same talk in English](https://youtu.be/yP5DIc2fVwQ?si=louZzQ1dcXV6gP10)
* [A seminar on tensor API](https://youtu.be/0H99wUs0xTM?si=6c__04jrByFQtVpo)
# Goal # Goal
* Provide a flexible and powerful API to work with mathematics abstractions in Kotlin-multiplatform (JVM, JS and Native) * Provide a flexible and powerful API to work with mathematics abstractions in Kotlin-multiplatform (JVM, JS, Native and Wasm).
.
* Provide basic multiplatform implementations for those abstractions (without significant performance optimization). * Provide basic multiplatform implementations for those abstractions (without significant performance optimization).
* Provide bindings and wrappers with those abstractions for popular optimized platform libraries. * Provide bindings and wrappers with those abstractions for popular optimized platform libraries.
@ -73,7 +76,7 @@ native/SciPy (mostly due to boxing operations on primitive numbers). The best pe
## Requirements ## Requirements
KMath currently relies on JDK 11 for compilation and execution of Kotlin-JVM part. We recommend using GraalVM-CE 11/17 for execution to get better performance. KMath currently relies on JDK 11 for compilation and execution of Kotlin-JVM part. We recommend using GraalVM-CE or Oracle GraalVM for execution to get better performance.
### Repositories ### Repositories
@ -95,7 +98,5 @@ dependencies {
## Contributing ## Contributing
The project requires a lot of additional work. The most important thing we need is a feedback about what features are The project requires a lot of additional work. The most important thing we need is feedback about what features are
required the most. Feel free to create feature requests. We are also welcome to code contributions, especially in issues required the most. Feel free to create feature requests. We are also welcome to code contributions, especially in issues marked with [good first issue](hhttps://github.com/SciProgCentre/kmath/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) label.
marked with
[good first issue](hhttps://github.com/SciProgCentre/kmath/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) label.

15
kmath-ast/README.md
View File

@ -10,19 +10,8 @@ Extensions to MST API: transformations, dynamic compilation and visualization.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-ast:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-ast:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-ast:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -31,7 +20,7 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-ast:0.4.0-dev-1") implementation("space.kscience:kmath-ast:0.4.0-dev-3")
} }
``` ```

15
kmath-commons/README.md
View File

@ -6,19 +6,8 @@ Commons math binding for kmath
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-commons:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-commons:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-commons:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-commons:0.4.0-dev-1") implementation("space.kscience:kmath-commons:0.4.0-dev-3")
} }
``` ```

15
kmath-complex/README.md
View File

@ -8,19 +8,8 @@ Complex and hypercomplex number systems in KMath.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-complex:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-complex:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-complex:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -29,6 +18,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-complex:0.4.0-dev-1") implementation("space.kscience:kmath-complex:0.4.0-dev-3")
} }
``` ```

16
kmath-core/README.md
View File

@ -11,23 +11,13 @@ objects to the expression by providing a context. Expressions can be used for a
performance calculations to code generation. performance calculations to code generation.
- [domains](src/commonMain/kotlin/space/kscience/kmath/domains) : Domains - [domains](src/commonMain/kotlin/space/kscience/kmath/domains) : Domains
- [autodiff](src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt) : Automatic differentiation - [autodiff](src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt) : Automatic differentiation
- [linear.parallel](#) : Parallel implementation for `LinearAlgebra`
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-core:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-core:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-core:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -36,6 +26,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-core:0.4.0-dev-1") implementation("space.kscience:kmath-core:0.4.0-dev-3")
} }
``` ```

1672
kmath-core/api/kmath-core.api
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File diff suppressed because it is too large Load Diff

8
kmath-core/build.gradle.kts
View File

@ -71,4 +71,12 @@ readme {
id = "autodiff", id = "autodiff",
ref = "src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt" ref = "src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt"
) { "Automatic differentiation" } ) { "Automatic differentiation" }
feature(
id="Parallel linear algebra"
){
"""
Parallel implementation for `LinearAlgebra`
""".trimIndent()
}
} }

15
kmath-coroutines/README.md
View File

@ -6,19 +6,8 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-coroutines:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-coroutines:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-coroutines:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-coroutines:0.4.0-dev-1") implementation("space.kscience:kmath-coroutines:0.4.0-dev-3")
} }
``` ```

15
kmath-dimensions/README.md
View File

@ -6,19 +6,8 @@ A proof of concept module for adding type-safe dimensions to structures
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-dimensions:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-dimensions:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-dimensions:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-dimensions:0.4.0-dev-1") implementation("space.kscience:kmath-dimensions:0.4.0-dev-3")
} }
``` ```

15
kmath-ejml/README.md
View File

@ -9,19 +9,8 @@ EJML based linear algebra implementation.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-ejml:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-ejml:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-ejml:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -30,6 +19,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-ejml:0.4.0-dev-1") implementation("space.kscience:kmath-ejml:0.4.0-dev-3")
} }
``` ```

15
kmath-for-real/README.md
View File

@ -9,19 +9,8 @@ Specialization of KMath APIs for Double numbers.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-for-real:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-for-real:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-for-real:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -30,6 +19,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-for-real:0.4.0-dev-1") implementation("space.kscience:kmath-for-real:0.4.0-dev-3")
} }
``` ```

15
kmath-functions/README.md
View File

@ -11,19 +11,8 @@ Functions and interpolations.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-functions:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-functions:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-functions:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -32,6 +21,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-functions:0.4.0-dev-1") implementation("space.kscience:kmath-functions:0.4.0-dev-3")
} }
``` ```

15
kmath-geometry/README.md
View File

@ -6,19 +6,8 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-geometry:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-geometry:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-geometry:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-geometry:0.4.0-dev-1") implementation("space.kscience:kmath-geometry:0.4.0-dev-3")
} }
``` ```

15
kmath-histograms/README.md
View File

@ -6,19 +6,8 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-histograms:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-histograms:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-histograms:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-histograms:0.4.0-dev-1") implementation("space.kscience:kmath-histograms:0.4.0-dev-3")
} }
``` ```

15
kmath-jafama/README.md
View File

@ -7,19 +7,8 @@ Integration with [Jafama](https://github.com/jeffhain/jafama).
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-jafama:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-jafama:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-jafama:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -28,7 +17,7 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-jafama:0.4.0-dev-1") implementation("space.kscience:kmath-jafama:0.4.0-dev-3")
} }
``` ```

128
kmath-jafama/api/kmath-jafama.api Normal file
View File

@ -0,0 +1,128 @@
public final class space/kscience/kmath/jafama/JafamaDoubleField : space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/Norm, space/kscience/kmath/operations/ScaleOperations {
public static final field INSTANCE Lspace/kscience/kmath/jafama/JafamaDoubleField;
public fun acos (D)Ljava/lang/Double;
public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object;
public fun acosh (D)Ljava/lang/Double;
public synthetic fun acosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun add (DD)Ljava/lang/Double;
public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun asin (D)Ljava/lang/Double;
public synthetic fun asin (Ljava/lang/Object;)Ljava/lang/Object;
public fun asinh (D)Ljava/lang/Double;
public synthetic fun asinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun atan (D)Ljava/lang/Double;
public synthetic fun atan (Ljava/lang/Object;)Ljava/lang/Object;
public fun atanh (D)Ljava/lang/Double;
public synthetic fun atanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun cos (D)Ljava/lang/Double;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cosh (D)Ljava/lang/Double;
public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun div (DD)Ljava/lang/Double;
public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun divide (DD)Ljava/lang/Double;
public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun exp (D)Ljava/lang/Double;
public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object;
public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory;
public fun getOne ()Ljava/lang/Double;
public synthetic fun getOne ()Ljava/lang/Object;
public fun getZero ()Ljava/lang/Double;
public synthetic fun getZero ()Ljava/lang/Object;
public fun ln (D)Ljava/lang/Double;
public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object;
public fun minus (DD)Ljava/lang/Double;
public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun multiply (DD)Ljava/lang/Double;
public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun norm (D)Ljava/lang/Double;
public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object;
public fun number (Ljava/lang/Number;)Ljava/lang/Double;
public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object;
public fun plus (DD)Ljava/lang/Double;
public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun power (DLjava/lang/Number;)Ljava/lang/Double;
public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public fun scale (DD)Ljava/lang/Double;
public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object;
public fun sin (D)Ljava/lang/Double;
public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object;
public fun sinh (D)Ljava/lang/Double;
public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun sqrt (D)Ljava/lang/Double;
public synthetic fun sqrt (Ljava/lang/Object;)Ljava/lang/Object;
public fun tan (D)Ljava/lang/Double;
public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object;
public fun tanh (D)Ljava/lang/Double;
public synthetic fun tanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun times (DD)Ljava/lang/Double;
public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun unaryMinus (D)Ljava/lang/Double;
public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object;
}
public final class space/kscience/kmath/jafama/StrictJafamaDoubleField : space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/Norm, space/kscience/kmath/operations/ScaleOperations {
public static final field INSTANCE Lspace/kscience/kmath/jafama/StrictJafamaDoubleField;
public fun acos (D)Ljava/lang/Double;
public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object;
public fun acosh (D)Ljava/lang/Double;
public synthetic fun acosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun add (DD)Ljava/lang/Double;
public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun asin (D)Ljava/lang/Double;
public synthetic fun asin (Ljava/lang/Object;)Ljava/lang/Object;
public fun asinh (D)Ljava/lang/Double;
public synthetic fun asinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun atan (D)Ljava/lang/Double;
public synthetic fun atan (Ljava/lang/Object;)Ljava/lang/Object;
public fun atanh (D)Ljava/lang/Double;
public synthetic fun atanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun binaryOperationFunction (Ljava/lang/String;)Lkotlin/jvm/functions/Function2;
public fun cos (D)Ljava/lang/Double;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cosh (D)Ljava/lang/Double;
public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun div (DD)Ljava/lang/Double;
public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun divide (DD)Ljava/lang/Double;
public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun exp (D)Ljava/lang/Double;
public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object;
public fun getBufferFactory ()Lspace/kscience/kmath/structures/MutableBufferFactory;
public fun getOne ()Ljava/lang/Double;
public synthetic fun getOne ()Ljava/lang/Object;
public fun getZero ()Ljava/lang/Double;
public synthetic fun getZero ()Ljava/lang/Object;
public fun ln (D)Ljava/lang/Double;
public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object;
public fun minus (DD)Ljava/lang/Double;
public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun multiply (DD)Ljava/lang/Double;
public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun norm (D)Ljava/lang/Double;
public synthetic fun norm (Ljava/lang/Object;)Ljava/lang/Object;
public fun number (Ljava/lang/Number;)Ljava/lang/Double;
public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object;
public fun plus (DD)Ljava/lang/Double;
public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun power (DLjava/lang/Number;)Ljava/lang/Double;
public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public fun scale (DD)Ljava/lang/Double;
public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object;
public fun sin (D)Ljava/lang/Double;
public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object;
public fun sinh (D)Ljava/lang/Double;
public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun sqrt (D)Ljava/lang/Double;
public synthetic fun sqrt (Ljava/lang/Object;)Ljava/lang/Object;
public fun tan (D)Ljava/lang/Double;
public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object;
public fun tanh (D)Ljava/lang/Double;
public synthetic fun tanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun times (DD)Ljava/lang/Double;
public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun unaryMinus (D)Ljava/lang/Double;
public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object;
}

15
kmath-jupyter/README.md
View File

@ -6,19 +6,8 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-jupyter:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-jupyter:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-jupyter:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-jupyter:0.4.0-dev-1") implementation("space.kscience:kmath-jupyter:0.4.0-dev-3")
} }
``` ```

15
kmath-kotlingrad/README.md
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@ -8,19 +8,8 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-kotlingrad:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-kotlingrad:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-kotlingrad:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -29,6 +18,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-kotlingrad:0.4.0-dev-1") implementation("space.kscience:kmath-kotlingrad:0.4.0-dev-3")
} }
``` ```

15
kmath-memory/README.md
View File

@ -6,19 +6,8 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-memory:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-memory:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-memory:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-memory:0.4.0-dev-1") implementation("space.kscience:kmath-memory:0.4.0-dev-3")
} }
``` ```

42
kmath-memory/api/kmath-memory.api
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@ -1,14 +1,3 @@
public abstract interface annotation class space/kscience/kmath/PerformancePitfall : java/lang/annotation/Annotation {
public abstract fun message ()Ljava/lang/String;
}
public abstract interface annotation class space/kscience/kmath/UnsafeKMathAPI : java/lang/annotation/Annotation {
public abstract fun message ()Ljava/lang/String;
}
public abstract interface annotation class space/kscience/kmath/UnstableKMathAPI : java/lang/annotation/Annotation {
}
public final class space/kscience/kmath/memory/ByteBufferMemory : space/kscience/kmath/memory/Memory { public final class space/kscience/kmath/memory/ByteBufferMemory : space/kscience/kmath/memory/Memory {
public fun <init> (Ljava/nio/ByteBuffer;II)V public fun <init> (Ljava/nio/ByteBuffer;II)V
public synthetic fun <init> (Ljava/nio/ByteBuffer;IIILkotlin/jvm/internal/DefaultConstructorMarker;)V public synthetic fun <init> (Ljava/nio/ByteBuffer;IIILkotlin/jvm/internal/DefaultConstructorMarker;)V
@ -42,6 +31,23 @@ public abstract interface class space/kscience/kmath/memory/Memory {
public final class space/kscience/kmath/memory/Memory$Companion { public final class space/kscience/kmath/memory/Memory$Companion {
} }
public class space/kscience/kmath/memory/MemoryBuffer : space/kscience/kmath/structures/Buffer {
public static final field Companion Lspace/kscience/kmath/memory/MemoryBuffer$Companion;
public fun <init> (Lspace/kscience/kmath/memory/Memory;Lspace/kscience/kmath/memory/MemorySpec;)V
public fun get (I)Ljava/lang/Object;
protected final fun getMemory ()Lspace/kscience/kmath/memory/Memory;
public fun getSize ()I
protected final fun getSpec ()Lspace/kscience/kmath/memory/MemorySpec;
public fun getType-V0oMfBY ()Lkotlin/reflect/KType;
public fun iterator ()Ljava/util/Iterator;
public fun toString ()Ljava/lang/String;
}
public final class space/kscience/kmath/memory/MemoryBuffer$Companion {
public final fun create (Lspace/kscience/kmath/memory/MemorySpec;I)Lspace/kscience/kmath/memory/MemoryBuffer;
public final fun create (Lspace/kscience/kmath/memory/MemorySpec;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/memory/MemoryBuffer;
}
public final class space/kscience/kmath/memory/MemoryKt { public final class space/kscience/kmath/memory/MemoryKt {
public static final fun read (Lspace/kscience/kmath/memory/Memory;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object; public static final fun read (Lspace/kscience/kmath/memory/Memory;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object;
public static final fun write (Lspace/kscience/kmath/memory/Memory;Lkotlin/jvm/functions/Function1;)V public static final fun write (Lspace/kscience/kmath/memory/Memory;Lkotlin/jvm/functions/Function1;)V
@ -58,7 +64,7 @@ public abstract interface class space/kscience/kmath/memory/MemoryReader : java/
public abstract fun readShort (I)S public abstract fun readShort (I)S
} }
public abstract interface class space/kscience/kmath/memory/MemorySpec { public abstract interface class space/kscience/kmath/memory/MemorySpec : space/kscience/attributes/WithType {
public abstract fun getObjectSize ()I public abstract fun getObjectSize ()I
public abstract fun read (Lspace/kscience/kmath/memory/MemoryReader;I)Ljava/lang/Object; public abstract fun read (Lspace/kscience/kmath/memory/MemoryReader;I)Ljava/lang/Object;
public abstract fun write (Lspace/kscience/kmath/memory/MemoryWriter;ILjava/lang/Object;)V public abstract fun write (Lspace/kscience/kmath/memory/MemoryWriter;ILjava/lang/Object;)V
@ -81,3 +87,15 @@ public abstract interface class space/kscience/kmath/memory/MemoryWriter : java/
public abstract fun writeShort (IS)V public abstract fun writeShort (IS)V
} }
public final class space/kscience/kmath/memory/MutableMemoryBuffer : space/kscience/kmath/memory/MemoryBuffer, space/kscience/kmath/structures/MutableBuffer {
public static final field Companion Lspace/kscience/kmath/memory/MutableMemoryBuffer$Companion;
public fun <init> (Lspace/kscience/kmath/memory/Memory;Lspace/kscience/kmath/memory/MemorySpec;)V
public fun copy ()Lspace/kscience/kmath/structures/MutableBuffer;
public fun set (ILjava/lang/Object;)V
}
public final class space/kscience/kmath/memory/MutableMemoryBuffer$Companion {
public final fun create (Lspace/kscience/kmath/memory/MemorySpec;I)Lspace/kscience/kmath/memory/MutableMemoryBuffer;
public final fun create (Lspace/kscience/kmath/memory/MemorySpec;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/memory/MutableMemoryBuffer;
}

15
kmath-multik/README.md
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@ -6,19 +6,8 @@ JetBrains Multik connector
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-multik:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-multik:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-multik:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-multik:0.4.0-dev-1") implementation("space.kscience:kmath-multik:0.4.0-dev-3")
} }
``` ```

15
kmath-nd4j/README.md
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@ -9,19 +9,8 @@ ND4J based implementations of KMath abstractions.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-nd4j:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-nd4j:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-nd4j:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -30,7 +19,7 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-nd4j:0.4.0-dev-1") implementation("space.kscience:kmath-nd4j:0.4.0-dev-3")
} }
``` ```

395
kmath-nd4j/api/kmath-nd4j.api Normal file
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@ -0,0 +1,395 @@
public final class space/kscience/kmath/nd4j/DoubleNd4jArrayField : space/kscience/kmath/nd4j/DoubleNd4jArrayFieldOps, space/kscience/kmath/nd/FieldND {
public synthetic fun <init> ([ILkotlin/jvm/internal/DefaultConstructorMarker;)V
public fun getShape-IIYLAfE ()[I
}
public class space/kscience/kmath/nd4j/DoubleNd4jArrayFieldOps : space/kscience/kmath/nd4j/Nd4jArrayExtendedFieldOps {
public static final field Companion Lspace/kscience/kmath/nd4j/DoubleNd4jArrayFieldOps$Companion;
public fun <init> ()V
public fun div (DLspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun div (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun div (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun div (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra;
public fun getElementAlgebra ()Lspace/kscience/kmath/operations/Float64Field;
public fun getNdArray (Lspace/kscience/kmath/nd/StructureND;)Lorg/nd4j/linalg/api/ndarray/INDArray;
public fun minus (DLspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun minus (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public fun plus (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object;
public synthetic fun scale (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd/StructureND;
public fun scale (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun times (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun times (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public fun wrap (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}
public final class space/kscience/kmath/nd4j/DoubleNd4jArrayFieldOps$Companion : space/kscience/kmath/nd4j/DoubleNd4jArrayFieldOps {
}
public final class space/kscience/kmath/nd4j/DoubleNd4jTensorAlgebra : space/kscience/kmath/nd4j/Nd4jTensorAlgebra {
public static final field INSTANCE Lspace/kscience/kmath/nd4j/DoubleNd4jTensorAlgebra;
public fun diagonalEmbedding (Lspace/kscience/kmath/nd/StructureND;III)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra;
public fun getElementAlgebra ()Lspace/kscience/kmath/operations/Float64Field;
public fun getNdArray (Lspace/kscience/kmath/nd/StructureND;)Lorg/nd4j/linalg/api/ndarray/INDArray;
public fun max (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Double;
public synthetic fun max (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Object;
public fun mean (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Double;
public synthetic fun mean (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Object;
public fun min (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Double;
public synthetic fun min (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Object;
public synthetic fun mutableStructureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun mutableStructureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun std (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Double;
public synthetic fun std (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Object;
public fun sum (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Double;
public synthetic fun sum (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Object;
public fun valueOrNull (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Double;
public synthetic fun valueOrNull (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Object;
public fun variance (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Double;
public synthetic fun variance (Lspace/kscience/kmath/nd/StructureND;)Ljava/lang/Object;
public fun wrap (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}
public final class space/kscience/kmath/nd4j/FloatNd4jArrayField : space/kscience/kmath/nd4j/FloatNd4jArrayFieldOps, space/kscience/kmath/nd/RingND {
public synthetic fun <init> ([ILkotlin/jvm/internal/DefaultConstructorMarker;)V
public fun getShape-IIYLAfE ()[I
}
public class space/kscience/kmath/nd4j/FloatNd4jArrayFieldOps : space/kscience/kmath/nd4j/Nd4jArrayExtendedFieldOps {
public static final field Companion Lspace/kscience/kmath/nd4j/FloatNd4jArrayFieldOps$Companion;
public fun <init> ()V
public fun div (FLspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun div (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun div (Lspace/kscience/kmath/nd/StructureND;F)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun div (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra;
public fun getElementAlgebra ()Lspace/kscience/kmath/operations/Float32Field;
public fun getNdArray (Lspace/kscience/kmath/nd/StructureND;)Lorg/nd4j/linalg/api/ndarray/INDArray;
public fun minus (FLspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun minus (Lspace/kscience/kmath/nd/StructureND;F)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public fun plus (Lspace/kscience/kmath/nd/StructureND;F)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object;
public fun scale (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/nd/StructureND;
public fun times (Lspace/kscience/kmath/nd/StructureND;F)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun times (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public fun wrap (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}
public final class space/kscience/kmath/nd4j/FloatNd4jArrayFieldOps$Companion : space/kscience/kmath/nd4j/FloatNd4jArrayFieldOps {
}
public final class space/kscience/kmath/nd4j/IntNd4jArrayRing : space/kscience/kmath/nd4j/IntNd4jArrayRingOps, space/kscience/kmath/nd/RingND {
public synthetic fun <init> ([ILkotlin/jvm/internal/DefaultConstructorMarker;)V
public fun getShape-IIYLAfE ()[I
}
public class space/kscience/kmath/nd4j/IntNd4jArrayRingOps : space/kscience/kmath/nd4j/Nd4jArrayRingOps {
public static final field Companion Lspace/kscience/kmath/nd4j/IntNd4jArrayRingOps$Companion;
public fun <init> ()V
public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra;
public fun getElementAlgebra ()Lspace/kscience/kmath/operations/Int32Ring;
public fun getNdArray (Lspace/kscience/kmath/nd/StructureND;)Lorg/nd4j/linalg/api/ndarray/INDArray;
public fun minus (ILspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun minus (Lspace/kscience/kmath/nd/StructureND;I)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public fun plus (Lspace/kscience/kmath/nd/StructureND;I)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public fun times (Lspace/kscience/kmath/nd/StructureND;I)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun times (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public fun wrap (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}
public final class space/kscience/kmath/nd4j/IntNd4jArrayRingOps$Companion : space/kscience/kmath/nd4j/IntNd4jArrayRingOps {
}
public abstract interface class space/kscience/kmath/nd4j/Nd4jArrayAlgebra : space/kscience/kmath/nd/AlgebraND {
public abstract fun getNdArray (Lspace/kscience/kmath/nd/StructureND;)Lorg/nd4j/linalg/api/ndarray/INDArray;
public synthetic fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND;
public fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND;
public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun mutableStructureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun mutableStructureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public abstract fun wrap (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun zip (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND;
public fun zip (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}
public final class space/kscience/kmath/nd4j/Nd4jArrayAlgebraKt {
public static final fun getNd4j (Lspace/kscience/kmath/operations/Float32Field;)Lspace/kscience/kmath/nd4j/FloatNd4jArrayFieldOps;
public static final fun getNd4j (Lspace/kscience/kmath/operations/Float64Field;)Lspace/kscience/kmath/nd4j/DoubleNd4jArrayFieldOps;
public static final fun getNd4j (Lspace/kscience/kmath/operations/Int32Ring;)Lspace/kscience/kmath/nd4j/IntNd4jArrayRingOps;
public static final fun nd4j (Lspace/kscience/kmath/operations/Float32Field;I[I)Lspace/kscience/kmath/nd4j/FloatNd4jArrayField;
public static final fun nd4j (Lspace/kscience/kmath/operations/Float64Field;I[I)Lspace/kscience/kmath/nd4j/DoubleNd4jArrayField;
public static final fun nd4j (Lspace/kscience/kmath/operations/Int32Ring;I[I)Lspace/kscience/kmath/nd4j/IntNd4jArrayRing;
}
public final class space/kscience/kmath/nd4j/Nd4jArrayDoubleStructure : space/kscience/kmath/nd4j/Nd4jArrayStructure, space/kscience/kmath/nd/StructureNDOfDouble {
public fun <init> (Lorg/nd4j/linalg/api/ndarray/INDArray;)V
public final fun component1 ()Lorg/nd4j/linalg/api/ndarray/INDArray;
public final fun copy (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayDoubleStructure;
public static synthetic fun copy$default (Lspace/kscience/kmath/nd4j/Nd4jArrayDoubleStructure;Lorg/nd4j/linalg/api/ndarray/INDArray;ILjava/lang/Object;)Lspace/kscience/kmath/nd4j/Nd4jArrayDoubleStructure;
public fun equals (Ljava/lang/Object;)Z
public fun get ([I)Ljava/lang/Double;
public synthetic fun get ([I)Ljava/lang/Object;
public fun getDouble ([I)D
public fun getNdArray ()Lorg/nd4j/linalg/api/ndarray/INDArray;
public fun hashCode ()I
public fun set ([ID)V
public synthetic fun set ([ILjava/lang/Object;)V
public fun toString ()Ljava/lang/String;
}
public abstract interface class space/kscience/kmath/nd4j/Nd4jArrayExtendedFieldOps : space/kscience/kmath/nd4j/Nd4jArrayField, space/kscience/kmath/operations/ExtendedFieldOps, space/kscience/kmath/operations/PowerOperations {
public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object;
public fun acos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun acosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun acosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun asin (Ljava/lang/Object;)Ljava/lang/Object;
public fun asin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun asinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun asinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun atan (Ljava/lang/Object;)Ljava/lang/Object;
public fun atan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun atanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun atanh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun cosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object;
public fun exp (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object;
public fun ln (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public fun power (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object;
public fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun sinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun sqrt (Ljava/lang/Object;)Ljava/lang/Object;
public fun sqrt (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun tanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun tanh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
}
public abstract interface class space/kscience/kmath/nd4j/Nd4jArrayField : space/kscience/kmath/nd/FieldOpsND, space/kscience/kmath/nd4j/Nd4jArrayRingOps {
public static final field Companion Lspace/kscience/kmath/nd4j/Nd4jArrayField$Companion;
public fun div (Ljava/lang/Number;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun divide (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun divide (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun divide (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}
public final class space/kscience/kmath/nd4j/Nd4jArrayField$Companion {
}
public final class space/kscience/kmath/nd4j/Nd4jArrayFloatStructure : space/kscience/kmath/nd4j/Nd4jArrayStructure {
public fun <init> (Lorg/nd4j/linalg/api/ndarray/INDArray;)V
public final fun component1 ()Lorg/nd4j/linalg/api/ndarray/INDArray;
public final fun copy (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayFloatStructure;
public static synthetic fun copy$default (Lspace/kscience/kmath/nd4j/Nd4jArrayFloatStructure;Lorg/nd4j/linalg/api/ndarray/INDArray;ILjava/lang/Object;)Lspace/kscience/kmath/nd4j/Nd4jArrayFloatStructure;
public fun equals (Ljava/lang/Object;)Z
public fun get ([I)Ljava/lang/Float;
public synthetic fun get ([I)Ljava/lang/Object;
public fun getNdArray ()Lorg/nd4j/linalg/api/ndarray/INDArray;
public fun getType-V0oMfBY ()Lkotlin/reflect/KType;
public fun hashCode ()I
public fun set ([IF)V
public synthetic fun set ([ILjava/lang/Object;)V
public fun toString ()Ljava/lang/String;
}
public abstract interface class space/kscience/kmath/nd4j/Nd4jArrayGroupOps : space/kscience/kmath/nd/GroupOpsND, space/kscience/kmath/nd4j/Nd4jArrayAlgebra {
public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun add (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun add (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun minus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun multiply (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object;
public fun unaryMinus (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}
public final class space/kscience/kmath/nd4j/Nd4jArrayIntStructure : space/kscience/kmath/nd4j/Nd4jArrayStructure, space/kscience/kmath/nd/StructureNDOfInt {
public fun <init> (Lorg/nd4j/linalg/api/ndarray/INDArray;)V
public final fun component1 ()Lorg/nd4j/linalg/api/ndarray/INDArray;
public final fun copy (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayIntStructure;
public static synthetic fun copy$default (Lspace/kscience/kmath/nd4j/Nd4jArrayIntStructure;Lorg/nd4j/linalg/api/ndarray/INDArray;ILjava/lang/Object;)Lspace/kscience/kmath/nd4j/Nd4jArrayIntStructure;
public fun equals (Ljava/lang/Object;)Z
public fun get ([I)Ljava/lang/Integer;
public synthetic fun get ([I)Ljava/lang/Object;
public fun getInt ([I)I
public fun getNdArray ()Lorg/nd4j/linalg/api/ndarray/INDArray;
public fun hashCode ()I
public fun set ([II)V
public synthetic fun set ([ILjava/lang/Object;)V
public fun toString ()Ljava/lang/String;
}
public abstract interface class space/kscience/kmath/nd4j/Nd4jArrayRingOps : space/kscience/kmath/nd/RingOpsND, space/kscience/kmath/nd4j/Nd4jArrayGroupOps {
public static final field Companion Lspace/kscience/kmath/nd4j/Nd4jArrayRingOps$Companion;
public synthetic fun multiply (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun multiply (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun multiply (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}
public final class space/kscience/kmath/nd4j/Nd4jArrayRingOps$Companion {
}
public abstract class space/kscience/kmath/nd4j/Nd4jArrayStructure : space/kscience/kmath/nd/MutableStructureND {
public fun elements ()Lkotlin/sequences/Sequence;
public abstract fun getNdArray ()Lorg/nd4j/linalg/api/ndarray/INDArray;
public fun getShape-IIYLAfE ()[I
}
public final class space/kscience/kmath/nd4j/Nd4jArrayStructureKt {
public static final fun asDoubleStructure (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public static final fun asFloatStructure (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public static final fun asIntStructure (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayIntStructure;
}
public abstract interface class space/kscience/kmath/nd4j/Nd4jTensorAlgebra : space/kscience/kmath/tensors/api/AnalyticTensorAlgebra {
public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun acos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun acos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun acosh (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun acosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun acosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun argMax (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd/MutableStructureND;
public fun argMin (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun asin (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun asin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun asin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun asinh (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun asinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun asinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun atan (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun atan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun atan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun atanh (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun atanh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun atanh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun ceil (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun ceil (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun cos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun cos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun cosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun cosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun div (Ljava/lang/Number;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun div (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun div (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun div (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun div (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun div (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun div (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun div (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun div (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun divAssign (Lspace/kscience/kmath/nd/MutableStructureND;Ljava/lang/Number;)V
public synthetic fun divAssign (Lspace/kscience/kmath/nd/MutableStructureND;Ljava/lang/Object;)V
public fun divAssign (Lspace/kscience/kmath/nd/MutableStructureND;Lspace/kscience/kmath/nd/StructureND;)V
public synthetic fun dot (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun dot (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun exp (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun exp (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun floor (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun floor (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public abstract fun getNdArray (Lspace/kscience/kmath/nd/StructureND;)Lorg/nd4j/linalg/api/ndarray/INDArray;
public synthetic fun getTensor (Lspace/kscience/kmath/nd/MutableStructureND;I)Lspace/kscience/kmath/nd/MutableStructureND;
public fun getTensor (Lspace/kscience/kmath/nd/MutableStructureND;I)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun ln (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun ln (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND;
public fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND;
public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun max (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd/MutableStructureND;
public fun max (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun mean (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun min (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd/MutableStructureND;
public fun min (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun minus (Ljava/lang/Number;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun minus (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun minus (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun minus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun minus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun minus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun minus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun minus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun minusAssign (Lspace/kscience/kmath/nd/MutableStructureND;Ljava/lang/Number;)V
public synthetic fun minusAssign (Lspace/kscience/kmath/nd/MutableStructureND;Ljava/lang/Object;)V
public fun minusAssign (Lspace/kscience/kmath/nd/MutableStructureND;Lspace/kscience/kmath/nd/StructureND;)V
public abstract fun mutableStructureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun plus (Ljava/lang/Number;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun plus (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun plus (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun plus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun plusAssign (Lspace/kscience/kmath/nd/MutableStructureND;Ljava/lang/Number;)V
public synthetic fun plusAssign (Lspace/kscience/kmath/nd/MutableStructureND;Ljava/lang/Object;)V
public fun plusAssign (Lspace/kscience/kmath/nd/MutableStructureND;Lspace/kscience/kmath/nd/StructureND;)V
public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public fun power (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun sinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun sinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun sqrt (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun sqrt (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun sqrt (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun std (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun sum (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd/MutableStructureND;
public fun sum (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun tan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun tan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun tanh (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun tanh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun tanh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun times (Ljava/lang/Number;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun times (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun times (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun times (Ljava/lang/Object;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
public fun times (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun times (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun times (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public synthetic fun times (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun times (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun timesAssign (Lspace/kscience/kmath/nd/MutableStructureND;Ljava/lang/Number;)V
public synthetic fun timesAssign (Lspace/kscience/kmath/nd/MutableStructureND;Ljava/lang/Object;)V
public fun timesAssign (Lspace/kscience/kmath/nd/MutableStructureND;Lspace/kscience/kmath/nd/StructureND;)V
public synthetic fun transposed (Lspace/kscience/kmath/nd/StructureND;II)Lspace/kscience/kmath/nd/MutableStructureND;
public fun transposed (Lspace/kscience/kmath/nd/StructureND;II)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object;
public synthetic fun unaryMinus (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun unaryMinus (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public fun variance (Lspace/kscience/kmath/nd/StructureND;IZ)Lspace/kscience/kmath/nd/MutableStructureND;
public synthetic fun view-waz_sdI (Lspace/kscience/kmath/nd/MutableStructureND;[I)Lspace/kscience/kmath/nd/MutableStructureND;
public fun view-waz_sdI (Lspace/kscience/kmath/nd/MutableStructureND;[I)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun viewAs (Lspace/kscience/kmath/nd/MutableStructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun viewAs (Lspace/kscience/kmath/nd/MutableStructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public abstract fun wrap (Lorg/nd4j/linalg/api/ndarray/INDArray;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
public synthetic fun zip (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND;
public fun zip (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd4j/Nd4jArrayStructure;
}

15
kmath-optimization/README.md
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@ -6,19 +6,8 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-optimization:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-optimization:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-optimization:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-optimization:0.4.0-dev-1") implementation("space.kscience:kmath-optimization:0.4.0-dev-3")
} }
``` ```

15
kmath-stat/README.md
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@ -6,19 +6,8 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-stat:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-stat:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-stat:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-stat:0.4.0-dev-1") implementation("space.kscience:kmath-stat:0.4.0-dev-3")
} }
``` ```

15
kmath-symja/README.md
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@ -6,19 +6,8 @@ Symja integration module
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-symja:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-symja:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-symja:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-symja:0.4.0-dev-1") implementation("space.kscience:kmath-symja:0.4.0-dev-3")
} }
``` ```

15
kmath-tensorflow/README.md
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@ -6,19 +6,8 @@ Google tensorflow connector
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-tensorflow:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-tensorflow:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-tensorflow:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-tensorflow:0.4.0-dev-1") implementation("space.kscience:kmath-tensorflow:0.4.0-dev-3")
} }
``` ```

15
kmath-tensors/README.md
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@ -9,19 +9,8 @@ Common linear algebra operations on tensors.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-tensors:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-tensors:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-tensors:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -30,6 +19,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-tensors:0.4.0-dev-1") implementation("space.kscience:kmath-tensors:0.4.0-dev-3")
} }
``` ```

15
kmath-viktor/README.md
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@ -6,19 +6,8 @@ Binding for https://github.com/JetBrains-Research/viktor
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-viktor:0.4.0-dev-1`. The Maven coordinates of this project are `space.kscience:kmath-viktor:0.4.0-dev-3`.
**Gradle Groovy:**
```groovy
repositories {
maven { url 'https://repo.kotlin.link' }
mavenCentral()
}
dependencies {
implementation 'space.kscience:kmath-viktor:0.4.0-dev-1'
}
```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
```kotlin ```kotlin
repositories { repositories {
@ -27,6 +16,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-viktor:0.4.0-dev-1") implementation("space.kscience:kmath-viktor:0.4.0-dev-3")
} }
``` ```

13
kmath-viktor/api/kmath-viktor.api
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@ -12,6 +12,8 @@ public final class space/kscience/kmath/viktor/ViktorBuffer : space/kscience/kma
public final fun getFlatArray ()Lorg/jetbrains/bio/viktor/F64FlatArray; public final fun getFlatArray ()Lorg/jetbrains/bio/viktor/F64FlatArray;
public fun getSize ()I public fun getSize ()I
public static fun getSize-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)I public static fun getSize-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)I
public fun getType-V0oMfBY ()Lkotlin/reflect/KType;
public static fun getType-V0oMfBY (Lorg/jetbrains/bio/viktor/F64FlatArray;)Lkotlin/reflect/KType;
public fun hashCode ()I public fun hashCode ()I
public static fun hashCode-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)I public static fun hashCode-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)I
public fun iterator ()Ljava/util/Iterator; public fun iterator ()Ljava/util/Iterator;
@ -62,7 +64,7 @@ public class space/kscience/kmath/viktor/ViktorFieldOpsND : space/kscience/kmath
public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object;
public fun exp (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun exp (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra; public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra;
public fun getElementAlgebra ()Lspace/kscience/kmath/operations/DoubleField; public fun getElementAlgebra ()Lspace/kscience/kmath/operations/Float64Field;
public final fun getF64Buffer (Lspace/kscience/kmath/nd/StructureND;)Lorg/jetbrains/bio/viktor/F64Array; public final fun getF64Buffer (Lspace/kscience/kmath/nd/StructureND;)Lorg/jetbrains/bio/viktor/F64Array;
public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object;
public fun ln (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun ln (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
@ -72,6 +74,8 @@ public class space/kscience/kmath/viktor/ViktorFieldOpsND : space/kscience/kmath
public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun minus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun minus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun mutableStructureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/MutableStructureND;
public fun mutableStructureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun plus (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun plus (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
@ -85,8 +89,6 @@ public class space/kscience/kmath/viktor/ViktorFieldOpsND : space/kscience/kmath
public fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun sinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun sinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND;
public fun structureND-qL90JFI ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object;
public fun tan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun tan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
@ -102,8 +104,8 @@ public final class space/kscience/kmath/viktor/ViktorFieldOpsND$Companion : spac
public final class space/kscience/kmath/viktor/ViktorFieldOpsNDKt { public final class space/kscience/kmath/viktor/ViktorFieldOpsNDKt {
public static final fun ViktorFieldND ([I)Lspace/kscience/kmath/viktor/ViktorFieldND; public static final fun ViktorFieldND ([I)Lspace/kscience/kmath/viktor/ViktorFieldND;
public static final fun getViktorAlgebra (Lspace/kscience/kmath/operations/DoubleField;)Lspace/kscience/kmath/viktor/ViktorFieldOpsND; public static final fun getViktorAlgebra (Lspace/kscience/kmath/operations/Float64Field;)Lspace/kscience/kmath/viktor/ViktorFieldOpsND;
public static final fun viktorAlgebra (Lspace/kscience/kmath/operations/DoubleField;[I)Lspace/kscience/kmath/viktor/ViktorFieldND; public static final fun viktorAlgebra (Lspace/kscience/kmath/operations/Float64Field;[I)Lspace/kscience/kmath/viktor/ViktorFieldND;
} }
public final class space/kscience/kmath/viktor/ViktorStructureND : space/kscience/kmath/nd/MutableStructureND { public final class space/kscience/kmath/viktor/ViktorStructureND : space/kscience/kmath/nd/MutableStructureND {
@ -113,6 +115,7 @@ public final class space/kscience/kmath/viktor/ViktorStructureND : space/kscienc
public synthetic fun get ([I)Ljava/lang/Object; public synthetic fun get ([I)Ljava/lang/Object;
public final fun getF64Buffer ()Lorg/jetbrains/bio/viktor/F64Array; public final fun getF64Buffer ()Lorg/jetbrains/bio/viktor/F64Array;
public fun getShape-IIYLAfE ()[I public fun getShape-IIYLAfE ()[I
public fun getType-V0oMfBY ()Lkotlin/reflect/KType;
public fun set ([ID)V public fun set ([ID)V
public synthetic fun set ([ILjava/lang/Object;)V public synthetic fun set ([ILjava/lang/Object;)V
} }

2
test-utils/api/test-utils.api
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@ -4,7 +4,7 @@ public final class space/kscience/kmath/testutils/AssertsKt {
} }
public final class space/kscience/kmath/testutils/BufferEqualityKt { public final class space/kscience/kmath/testutils/BufferEqualityKt {
public static final fun contentEquals-2c9zdjM ([D[D)Z public static final fun contentEquals-YsAwp1c ([D[D)Z
public static final fun contentEqualsArray ([D[D)Z public static final fun contentEqualsArray ([D[D)Z
public static final fun contentEqualsBuffer ([D[D)Z public static final fun contentEqualsBuffer ([D[D)Z
} }