forked from kscience/kmath
Prepare for 0.4.0 release
This commit is contained in:
parent
024e2a1a4f
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36
CHANGELOG.md
36
CHANGELOG.md
@ -3,6 +3,21 @@
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## Unreleased
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### Added
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### Changed
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### Deprecated
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### Removed
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### Fixed
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### Security
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## 0.4.0-dev-3 - 2024-02-18
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### Added
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- Reification. Explicit `SafeType` for algebras and buffers.
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- Integer division algebras.
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- Float32 geometries.
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@ -14,6 +29,7 @@
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- Parallel buffer factories
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### Changed
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- Default naming for algebra and buffers now uses IntXX/FloatXX notation instead of Java types.
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- Remove unnecessary inlines in basic algebras.
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- QuaternionField -> QuaternionAlgebra and does not implement `Field` anymore since it is non-commutative
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@ -23,22 +39,24 @@
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- Kmath-memory is moved on top of core.
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### Deprecated
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- ND4J engine
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### Removed
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- `asPolynomial` function due to scope pollution
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- Codegend for ejml (450 lines of codegen for 1000 lines of code is too much)
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### Fixed
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- Median statistics
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- Complex power of negative real numbers
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- Add proper mutability for MutableBufferND rows and columns
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### Security
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## 0.3.1 - 2023-04-09
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### Added
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- Wasm support for `memory`, `core`, `complex` and `functions` modules.
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- Generic builders for `BufferND` and `MutableBufferND`
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- `NamedMatrix` - matrix with symbol-based indexing
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@ -48,6 +66,7 @@
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- Algebra now has an obligatory `bufferFactory` (#477).
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### Changed
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- Removed marker `Vector` type for geometry
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- Geometry uses type-safe angles
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- Tensor operations switched to prefix notation
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@ -60,12 +79,14 @@
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- Multik went MPP
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### Removed
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- Trajectory moved to https://github.com/SciProgCentre/maps-kt
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- Polynomials moved to https://github.com/SciProgCentre/kmath-polynomial
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## 0.3.0
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### Added
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- `ScaleOperations` interface
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- `Field` extends `ScaleOperations`
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- Basic integration API
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@ -90,6 +111,7 @@
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- Compilation to TeX for MST: #254
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### Changed
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- Annotations moved to `space.kscience.kmath`
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- Exponential operations merged with hyperbolic functions
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- Space is replaced by Group. Space is reserved for vector spaces.
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@ -123,9 +145,11 @@
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- `UnivariateFunction` -> `Function1D`, `MultivariateFunction` -> `FunctionND`
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### Deprecated
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- Specialized `DoubleBufferAlgebra`
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### Removed
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- Nearest in Domain. To be implemented in geometry package.
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- Number multiplication and division in main Algebra chain
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- `contentEquals` from Buffer. It moved to the companion.
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@ -136,12 +160,14 @@
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- Algebra elements are completely removed. Use algebra contexts instead.
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### Fixed
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- Ring inherits RingOperations, not GroupOperations
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- Univariate histogram filling
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## 0.2.0
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### Added
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- `fun` annotation for SAM interfaces in library
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- Explicit `public` visibility for all public APIs
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- Better trigonometric and hyperbolic functions for `AutoDiffField` (https://github.com/mipt-npm/kmath/pull/140)
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@ -161,6 +187,7 @@
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- Basic Quaternion vector support in `kmath-complex`.
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### Changed
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- Package changed from `scientifik` to `space.kscience`
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- Gradle version: 6.6 -> 6.8.2
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- Minor exceptions refactor (throwing `IllegalArgumentException` by argument checks instead of `IllegalStateException`)
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@ -185,6 +212,7 @@
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- Add `out` projection to `Buffer` generic
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### Removed
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- `kmath-koma` module because it doesn't support Kotlin 1.4.
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- Support of `legacy` JS backend (we will support only IR)
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- `toGrid` method.
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@ -193,11 +221,13 @@
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- StructureND identity and equals
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### Fixed
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- `symbol` method in `MstExtendedField` (https://github.com/mipt-npm/kmath/pull/140)
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## 0.1.4
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### Added
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- Functional Expressions API
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- Mathematical Syntax Tree, its interpreter and API
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- String to MST parser (https://github.com/mipt-npm/kmath/pull/120)
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@ -215,6 +245,7 @@
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- Norm support for `Complex`
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### Changed
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- `readAsMemory` now has `throws IOException` in JVM signature.
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- Several functions taking functional types were made `inline`.
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- Several functions taking functional types now have `callsInPlace` contracts.
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@ -226,6 +257,7 @@
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- Moved probability distributions to commons-rng and to `kmath-prob`
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### Fixed
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- Missing copy method in Memory implementation on JS (https://github.com/mipt-npm/kmath/pull/106)
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- D3.dim value in `kmath-dimensions`
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- Multiplication in integer rings in `kmath-core` (https://github.com/mipt-npm/kmath/pull/101)
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68
README.md
68
README.md
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[](https://zenodo.org/badge/latestdoi/129486382)
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[](https://search.maven.org/search?q=g:%22space.kscience%22)
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[](https://maven.pkg.jetbrains.space/spc/p/sci/maven/space/kscience/)
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[](https://maven.pkg.jetbrains.space/mipt-npm/p/sci/maven/space/kscience/)
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# KMath
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@ -11,18 +11,21 @@ analog to Python's NumPy library. Later we found that kotlin is much more flexib
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architecture designs. In contrast to `numpy` and `scipy` it is modular and has a lightweight core. The `numpy`-like
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experience could be achieved with [kmath-for-real](/kmath-for-real) extension module.
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[Documentation site (**WIP**)](https://SciProgCentre.github.io/kmath/)
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[Documentation site](https://SciProgCentre.github.io/kmath/)
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## Publications and talks
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* [A conceptual article about context-oriented design](https://proandroiddev.com/an-introduction-context-oriented-programming-in-kotlin-2e79d316b0a2)
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* [Another article about context-oriented design](https://proandroiddev.com/diving-deeper-into-context-oriented-programming-in-kotlin-3ecb4ec38814)
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* [ACAT 2019 conference paper](https://aip.scitation.org/doi/abs/10.1063/1.5130103)
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* [A talk at KotlinConf 2019 about using kotlin for science](https://youtu.be/LI_5TZ7tnOE?si=4LknX41gl_YeUbIe)
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* [A talk on architecture at Joker-2021 (in Russian)](https://youtu.be/1bZ2doHiRRM?si=9w953ro9yu98X_KJ)
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* [The same talk in English](https://youtu.be/yP5DIc2fVwQ?si=louZzQ1dcXV6gP10)
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* [A seminar on tensor API](https://youtu.be/0H99wUs0xTM?si=6c__04jrByFQtVpo)
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# Goal
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* Provide a flexible and powerful API to work with mathematics abstractions in Kotlin-multiplatform (JVM, JS and Native)
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.
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* Provide a flexible and powerful API to work with mathematics abstractions in Kotlin-multiplatform (JVM, JS, Native and Wasm).
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* Provide basic multiplatform implementations for those abstractions (without significant performance optimization).
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* Provide bindings and wrappers with those abstractions for popular optimized platform libraries.
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@ -53,19 +56,21 @@ module definitions below. The module stability could have the following levels:
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## Modules
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### [benchmarks](benchmarks)
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### [attributes-kt](attributes-kt)
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> An API and basic implementation for arranging objects in a continuous memory block.
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>
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> **Maturity**: DEVELOPMENT
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### [benchmarks](benchmarks)
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>
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> **Maturity**: EXPERIMENTAL
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### [examples](examples)
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>
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>
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> **Maturity**: EXPERIMENTAL
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### [kmath-ast](kmath-ast)
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>
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>
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> **Maturity**: EXPERIMENTAL
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>
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> **Features:**
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@ -76,7 +81,7 @@ module definitions below. The module stability could have the following levels:
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### [kmath-commons](kmath-commons)
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>
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> Commons math binding for kmath
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>
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> **Maturity**: EXPERIMENTAL
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@ -109,17 +114,15 @@ performance calculations to code generation.
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### [kmath-coroutines](kmath-coroutines)
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>
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>
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> **Maturity**: EXPERIMENTAL
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### [kmath-dimensions](kmath-dimensions)
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>
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> A proof of concept module for adding type-safe dimensions to structures
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>
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> **Maturity**: PROTOTYPE
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### [kmath-ejml](kmath-ejml)
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>
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>
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> **Maturity**: PROTOTYPE
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>
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> **Features:**
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@ -142,7 +145,7 @@ One can still use generic algebras though.
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### [kmath-functions](kmath-functions)
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>
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> Functions, integration and interpolation
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>
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> **Maturity**: EXPERIMENTAL
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>
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@ -156,18 +159,16 @@ One can still use generic algebras though.
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### [kmath-geometry](kmath-geometry)
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>
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>
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> **Maturity**: PROTOTYPE
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### [kmath-histograms](kmath-histograms)
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>
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>
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> **Maturity**: PROTOTYPE
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### [kmath-jafama](kmath-jafama)
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> Jafama integration module
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>
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>
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> **Maturity**: PROTOTYPE
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> **Maturity**: DEPRECATED
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>
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> **Features:**
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> - [jafama-double](kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations based on Jafama
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@ -175,11 +176,10 @@ One can still use generic algebras though.
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### [kmath-jupyter](kmath-jupyter)
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>
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>
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> **Maturity**: PROTOTYPE
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### [kmath-kotlingrad](kmath-kotlingrad)
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>
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> Kotlin∇ integration module
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>
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> **Maturity**: EXPERIMENTAL
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>
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@ -194,14 +194,14 @@ One can still use generic algebras though.
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> **Maturity**: DEVELOPMENT
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### [kmath-multik](kmath-multik)
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>
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> JetBrains Multik connector
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>
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> **Maturity**: PROTOTYPE
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### [kmath-nd4j](kmath-nd4j)
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> ND4J NDStructure implementation and according NDAlgebra classes
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>
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>
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> **Maturity**: EXPERIMENTAL
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> **Maturity**: DEPRECATED
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>
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> **Features:**
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> - [nd4jarraystructure](kmath-nd4j/#) : NDStructure wrapper for INDArray
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@ -211,27 +211,24 @@ One can still use generic algebras though.
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### [kmath-optimization](kmath-optimization)
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>
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>
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> **Maturity**: EXPERIMENTAL
|
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### [kmath-stat](kmath-stat)
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>
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>
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> **Maturity**: EXPERIMENTAL
|
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### [kmath-symja](kmath-symja)
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>
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> Symja integration module
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>
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> **Maturity**: PROTOTYPE
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### [kmath-tensorflow](kmath-tensorflow)
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>
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> Google tensorflow connector
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>
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> **Maturity**: PROTOTYPE
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### [kmath-tensors](kmath-tensors)
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>
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>
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> **Maturity**: PROTOTYPE
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>
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> **Features:**
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@ -241,13 +238,12 @@ One can still use generic algebras though.
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### [kmath-viktor](kmath-viktor)
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>
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> Binding for https://github.com/JetBrains-Research/viktor
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>
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> **Maturity**: DEVELOPMENT
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### [test-utils](test-utils)
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>
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>
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> **Maturity**: EXPERIMENTAL
|
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@ -256,22 +252,21 @@ One can still use generic algebras though.
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KMath is developed as a multi-platform library, which means that most of the interfaces are declared in the
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[common source sets](/kmath-core/src/commonMain) and implemented there wherever it is possible. In some cases, features
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are delegated to platform-specific implementations even if they could be provided in the common module for performance
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reasons. Currently, the Kotlin/JVM is the primary platform, however Kotlin/Native and Kotlin/JS contributions and
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reasons. Currently, Kotlin/JVM is the primary platform, however, Kotlin/Native and Kotlin/JS contributions and
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feedback are also welcome.
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## Performance
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Calculation performance is one of major goals of KMath in the future, but in some cases it is impossible to achieve both
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Calculation of performance is one of the major goals of KMath in the future, but in some cases it is impossible to achieve both
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performance and flexibility.
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We expect to focus on creating convenient universal API first and then work on increasing performance for specific
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We expect to focus on creating a convenient universal API first and then work on increasing performance for specific
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cases. We expect the worst KMath benchmarks will perform better than native Python, but worse than optimized
|
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native/SciPy (mostly due to boxing operations on primitive numbers). The best performance of optimized parts could be better than SciPy.
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## Requirements
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KMath currently relies on JDK 11 for compilation and execution of Kotlin-JVM part. We recommend to use GraalVM-CE 11 for
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execution to get better performance.
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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.
|
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### Repositories
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@ -291,10 +286,7 @@ dependencies {
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}
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```
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Gradle `6.0+` is required for multiplatform artifacts.
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## Contributing
|
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The project requires a lot of additional work. The most important thing we need is a feedback about what features are
|
||||
required the most. Feel free to create feature requests. We are also welcome to code contributions, especially in issues
|
||||
marked with [waiting for a hero](https://github.com/SciProgCentre/kmath/labels/waiting%20for%20a%20hero) label.
|
||||
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 marked with [good first issue](hhttps://github.com/SciProgCentre/kmath/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) label.
|
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4
attributes-kt/README.md
Normal file
4
attributes-kt/README.md
Normal file
@ -0,0 +1,4 @@
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# Module attributes-kt
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|
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97
attributes-kt/api/attributes-kt.api
Normal file
97
attributes-kt/api/attributes-kt.api
Normal file
@ -0,0 +1,97 @@
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public abstract interface class space/kscience/attributes/Attribute {
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}
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public abstract interface class space/kscience/attributes/AttributeContainer {
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public abstract fun getAttributes ()Lspace/kscience/attributes/Attributes;
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}
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public abstract interface class space/kscience/attributes/AttributeScope {
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}
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public abstract interface class space/kscience/attributes/AttributeWithDefault : space/kscience/attributes/Attribute {
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public abstract fun getDefault ()Ljava/lang/Object;
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}
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||||
public abstract interface class space/kscience/attributes/Attributes {
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public static final field Companion Lspace/kscience/attributes/Attributes$Companion;
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public fun get (Lspace/kscience/attributes/Attribute;)Ljava/lang/Object;
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public abstract fun getContent ()Ljava/util/Map;
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public fun getKeys ()Ljava/util/Set;
|
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}
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||||
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||||
public final class space/kscience/attributes/Attributes$Companion {
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public final fun getEMPTY ()Lspace/kscience/attributes/Attributes;
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}
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||||
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public final class space/kscience/attributes/AttributesBuilder : space/kscience/attributes/Attributes {
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public fun <init> ()V
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public final fun add (Lspace/kscience/attributes/SetAttribute;Ljava/lang/Object;)V
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||||
public final fun build ()Lspace/kscience/attributes/Attributes;
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public final fun from (Lspace/kscience/attributes/Attributes;)V
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public fun getContent ()Ljava/util/Map;
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public final fun invoke (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)V
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public final fun remove (Lspace/kscience/attributes/SetAttribute;Ljava/lang/Object;)V
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public final fun set (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)V
|
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}
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public final class space/kscience/attributes/AttributesBuilderKt {
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public static final fun Attributes (Lkotlin/jvm/functions/Function1;)Lspace/kscience/attributes/Attributes;
|
||||
}
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||||
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||||
public final class space/kscience/attributes/AttributesKt {
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public static final fun Attributes (Lspace/kscience/attributes/Attribute;)Lspace/kscience/attributes/Attributes;
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||||
public static final fun Attributes (Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)Lspace/kscience/attributes/Attributes;
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public static final fun getOrDefault (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/AttributeWithDefault;)Ljava/lang/Object;
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||||
public static final fun isEmpty (Lspace/kscience/attributes/Attributes;)Z
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||||
public static final fun modify (Lspace/kscience/attributes/Attributes;Lkotlin/jvm/functions/Function1;)Lspace/kscience/attributes/Attributes;
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||||
public static final fun plus (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attributes;)Lspace/kscience/attributes/Attributes;
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||||
public static final fun withAttribute (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attribute;)Lspace/kscience/attributes/Attributes;
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||||
public static final fun withAttribute (Lspace/kscience/attributes/Attributes;Lspace/kscience/attributes/Attribute;Ljava/lang/Object;)Lspace/kscience/attributes/Attributes;
|
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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;
|
||||
}
|
||||
|
||||
@ -2,6 +2,8 @@ plugins {
|
||||
id("space.kscience.gradle.mpp")
|
||||
}
|
||||
|
||||
version = "0.1.0"
|
||||
|
||||
kscience {
|
||||
jvm()
|
||||
js()
|
||||
|
||||
@ -5,6 +5,9 @@
|
||||
|
||||
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>
|
||||
|
||||
/**
|
||||
|
||||
@ -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>
|
||||
|
||||
|
||||
@ -11,10 +11,19 @@ import kotlin.jvm.JvmInline
|
||||
* A set of attributes. The implementation must guarantee that [content] keys correspond to its value types.
|
||||
*/
|
||||
public interface Attributes {
|
||||
/**
|
||||
* Raw content for this [Attributes]
|
||||
*/
|
||||
public val content: Map<out Attribute<*>, Any?>
|
||||
|
||||
/**
|
||||
* Attribute keys contained in this [Attributes]
|
||||
*/
|
||||
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")
|
||||
public operator fun <T> get(attribute: Attribute<T>): T? = content[attribute] as? T
|
||||
|
||||
|
||||
@ -3,7 +3,7 @@ import space.kscience.gradle.useSPCTeam
|
||||
|
||||
plugins {
|
||||
id("space.kscience.gradle.project")
|
||||
id("org.jetbrains.kotlinx.kover") version "0.6.0"
|
||||
id("org.jetbrains.kotlinx.kover") version "0.7.6"
|
||||
}
|
||||
|
||||
allprojects {
|
||||
@ -14,7 +14,7 @@ allprojects {
|
||||
}
|
||||
|
||||
group = "space.kscience"
|
||||
version = "0.4.0-dev-3"
|
||||
version = "0.4.0"
|
||||
}
|
||||
|
||||
subprojects {
|
||||
@ -34,7 +34,7 @@ subprojects {
|
||||
localDirectory.set(kotlinDir)
|
||||
|
||||
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
15
docs/templates/ARTIFACT-TEMPLATE.md
vendored
@ -3,25 +3,10 @@
|
||||
The Maven coordinates of this project are `${group}:${name}:${version}`.
|
||||
|
||||
**Gradle:**
|
||||
```groovy
|
||||
repositories {
|
||||
maven { url 'https://repo.kotlin.link' }
|
||||
mavenCentral()
|
||||
// development and snapshot versions
|
||||
maven { url 'https://maven.pkg.jetbrains.space/spc/p/sci/dev' }
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation '${group}:${name}:${version}'
|
||||
}
|
||||
```
|
||||
**Gradle Kotlin DSL:**
|
||||
```kotlin
|
||||
repositories {
|
||||
maven("https://repo.kotlin.link")
|
||||
mavenCentral()
|
||||
// development and snapshot versions
|
||||
maven("https://maven.pkg.jetbrains.space/spc/p/sci/dev")
|
||||
}
|
||||
|
||||
dependencies {
|
||||
|
||||
17
docs/templates/README-TEMPLATE.md
vendored
17
docs/templates/README-TEMPLATE.md
vendored
@ -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
|
||||
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
|
||||
|
||||
* [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)
|
||||
* [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
|
||||
|
||||
* 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 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
|
||||
|
||||
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
|
||||
|
||||
@ -95,7 +98,5 @@ dependencies {
|
||||
|
||||
## Contributing
|
||||
|
||||
The project requires a lot of additional work. The most important thing we need is a feedback about what features are
|
||||
required the most. Feel free to create feature requests. We are also welcome to code contributions, especially in issues
|
||||
marked with
|
||||
[good first issue](hhttps://github.com/SciProgCentre/kmath/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) label.
|
||||
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 marked with [good first issue](hhttps://github.com/SciProgCentre/kmath/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) label.
|
||||
@ -10,19 +10,8 @@ Extensions to MST API: transformations, dynamic compilation and visualization.
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -31,7 +20,7 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-ast:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-ast:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
@ -6,19 +6,8 @@ Commons math binding for kmath
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-commons:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-commons:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -8,19 +8,8 @@ Complex and hypercomplex number systems in KMath.
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -29,6 +18,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-complex:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-complex:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -11,23 +11,13 @@ objects to the expression by providing a context. Expressions can be used for a
|
||||
performance calculations to code generation.
|
||||
- [domains](src/commonMain/kotlin/space/kscience/kmath/domains) : Domains
|
||||
- [autodiff](src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt) : Automatic differentiation
|
||||
- [linear.parallel](#) : Parallel implementation for `LinearAlgebra`
|
||||
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -36,6 +26,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-core:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-core:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
@ -71,4 +71,12 @@ readme {
|
||||
id = "autodiff",
|
||||
ref = "src/commonMain/kotlin/space/kscience/kmath/expressions/SimpleAutoDiff.kt"
|
||||
) { "Automatic differentiation" }
|
||||
|
||||
feature(
|
||||
id="Parallel linear algebra"
|
||||
){
|
||||
"""
|
||||
Parallel implementation for `LinearAlgebra`
|
||||
""".trimIndent()
|
||||
}
|
||||
}
|
||||
|
||||
@ -6,19 +6,8 @@
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-coroutines:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-coroutines:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,19 +6,8 @@ A proof of concept module for adding type-safe dimensions to structures
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-dimensions:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-dimensions:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -9,19 +9,8 @@ EJML based linear algebra implementation.
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -30,6 +19,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-ejml:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-ejml:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -9,19 +9,8 @@ Specialization of KMath APIs for Double numbers.
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -30,6 +19,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-for-real:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-for-real:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -11,19 +11,8 @@ Functions and interpolations.
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -32,6 +21,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-functions:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-functions:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,19 +6,8 @@
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-geometry:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-geometry:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,19 +6,8 @@
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-histograms:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-histograms:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -7,19 +7,8 @@ Integration with [Jafama](https://github.com/jeffhain/jafama).
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -28,7 +17,7 @@ repositories {
|
||||
}
|
||||
|
||||
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
128
kmath-jafama/api/kmath-jafama.api
Normal 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;
|
||||
}
|
||||
|
||||
@ -6,19 +6,8 @@
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-jupyter:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-jupyter:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -8,19 +8,8 @@
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -29,6 +18,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-kotlingrad:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-kotlingrad:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,19 +6,8 @@
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-memory:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-memory:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -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 fun <init> (Ljava/nio/ByteBuffer;II)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$Companion {
|
||||
}
|
||||
|
||||
public class space/kscience/kmath/memory/MemoryBuffer : space/kscience/kmath/structures/Buffer {
|
||||
public static final field Companion Lspace/kscience/kmath/memory/MemoryBuffer$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$Companion {
|
||||
public final fun create (Lspace/kscience/kmath/memory/MemorySpec;I)Lspace/kscience/kmath/memory/MemoryBuffer;
|
||||
public final fun create (Lspace/kscience/kmath/memory/MemorySpec;ILkotlin/jvm/functions/Function1;)Lspace/kscience/kmath/memory/MemoryBuffer;
|
||||
}
|
||||
|
||||
public final class space/kscience/kmath/memory/MemoryKt {
|
||||
public static final fun read (Lspace/kscience/kmath/memory/Memory;Lkotlin/jvm/functions/Function1;)Ljava/lang/Object;
|
||||
public static final fun write (Lspace/kscience/kmath/memory/Memory;Lkotlin/jvm/functions/Function1;)V
|
||||
@ -58,7 +64,7 @@ public abstract interface class space/kscience/kmath/memory/MemoryReader : java/
|
||||
public abstract fun readShort (I)S
|
||||
}
|
||||
|
||||
public abstract interface class space/kscience/kmath/memory/MemorySpec {
|
||||
public abstract interface class space/kscience/kmath/memory/MemorySpec : space/kscience/attributes/WithType {
|
||||
public abstract fun getObjectSize ()I
|
||||
public abstract fun read (Lspace/kscience/kmath/memory/MemoryReader;I)Ljava/lang/Object;
|
||||
public abstract fun write (Lspace/kscience/kmath/memory/MemoryWriter;ILjava/lang/Object;)V
|
||||
@ -81,3 +87,15 @@ public abstract interface class space/kscience/kmath/memory/MemoryWriter : java/
|
||||
public abstract fun writeShort (IS)V
|
||||
}
|
||||
|
||||
public final class space/kscience/kmath/memory/MutableMemoryBuffer : space/kscience/kmath/memory/MemoryBuffer, space/kscience/kmath/structures/MutableBuffer {
|
||||
public static final field Companion Lspace/kscience/kmath/memory/MutableMemoryBuffer$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;
|
||||
}
|
||||
|
||||
|
||||
@ -6,19 +6,8 @@ JetBrains Multik connector
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-multik:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-multik:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -9,19 +9,8 @@ ND4J based implementations of KMath abstractions.
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -30,7 +19,7 @@ repositories {
|
||||
}
|
||||
|
||||
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
395
kmath-nd4j/api/kmath-nd4j.api
Normal file
@ -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;
|
||||
}
|
||||
|
||||
@ -6,19 +6,8 @@
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-optimization:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-optimization:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,19 +6,8 @@
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-stat:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-stat:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,19 +6,8 @@ Symja integration module
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-symja:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-symja:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,19 +6,8 @@ Google tensorflow connector
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-tensorflow:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-tensorflow:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -9,19 +9,8 @@ Common linear algebra operations on tensors.
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -30,6 +19,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-tensors:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-tensors:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -6,19 +6,8 @@ Binding for https://github.com/JetBrains-Research/viktor
|
||||
|
||||
## 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:**
|
||||
```kotlin
|
||||
repositories {
|
||||
@ -27,6 +16,6 @@ repositories {
|
||||
}
|
||||
|
||||
dependencies {
|
||||
implementation("space.kscience:kmath-viktor:0.4.0-dev-1")
|
||||
implementation("space.kscience:kmath-viktor:0.4.0-dev-3")
|
||||
}
|
||||
```
|
||||
|
||||
@ -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 fun getSize ()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 static fun hashCode-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)I
|
||||
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 fun exp (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
|
||||
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 synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object;
|
||||
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 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 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 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;
|
||||
@ -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 synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object;
|
||||
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 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;
|
||||
@ -102,8 +104,8 @@ public final class space/kscience/kmath/viktor/ViktorFieldOpsND$Companion : spac
|
||||
|
||||
public final class space/kscience/kmath/viktor/ViktorFieldOpsNDKt {
|
||||
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 viktorAlgebra (Lspace/kscience/kmath/operations/DoubleField;[I)Lspace/kscience/kmath/viktor/ViktorFieldND;
|
||||
public static final fun getViktorAlgebra (Lspace/kscience/kmath/operations/Float64Field;)Lspace/kscience/kmath/viktor/ViktorFieldOpsND;
|
||||
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 {
|
||||
@ -113,6 +115,7 @@ public final class space/kscience/kmath/viktor/ViktorStructureND : space/kscienc
|
||||
public synthetic fun get ([I)Ljava/lang/Object;
|
||||
public final fun getF64Buffer ()Lorg/jetbrains/bio/viktor/F64Array;
|
||||
public fun getShape-IIYLAfE ()[I
|
||||
public fun getType-V0oMfBY ()Lkotlin/reflect/KType;
|
||||
public fun set ([ID)V
|
||||
public synthetic fun set ([ILjava/lang/Object;)V
|
||||
}
|
||||
|
||||
@ -4,7 +4,7 @@ public final class space/kscience/kmath/testutils/AssertsKt {
|
||||
}
|
||||
|
||||
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 contentEqualsBuffer ([D[D)Z
|
||||
}
|
||||
|
||||
Loading…
Reference in New Issue
Block a user