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Feature/tensors performance #497

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margarita0303 wants to merge 91 commits from feature/tensors-performance into feature/tensors-performance
pull from: feature/tensors-performance
merge into: kscience:feature/tensors-performance
Conversation 1 Commits 91 Files Changed 96 +793 -373
27 changed files with 793 additions and 373 deletions
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Showing only changes of commit 74e6bc65a3 - Show all commits

28
CHANGELOG.md
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@ -2,6 +2,19 @@
## [Unreleased] ## [Unreleased]
### Added ### Added
### Changed
### Deprecated
### Removed
### Fixed
### Security
## [0.3.0]
### Added
- `ScaleOperations` interface - `ScaleOperations` interface
- `Field` extends `ScaleOperations` - `Field` extends `ScaleOperations`
- Basic integration API - Basic integration API
@ -21,6 +34,7 @@
- Tensorflow prototype - Tensorflow prototype
- `ValueAndErrorField` - `ValueAndErrorField`
### Changed ### Changed
- Exponential operations merged with hyperbolic functions - Exponential operations merged with hyperbolic functions
- Space is replaced by Group. Space is reserved for vector spaces. - Space is replaced by Group. Space is reserved for vector spaces.
@ -53,9 +67,11 @@
- Rework of histograms. - Rework of histograms.
- `UnivariateFunction` -> `Function1D`, `MultivariateFunction` -> `FunctionND` - `UnivariateFunction` -> `Function1D`, `MultivariateFunction` -> `FunctionND`
### Deprecated ### Deprecated
- Specialized `DoubleBufferAlgebra` - Specialized `DoubleBufferAlgebra`
### Removed ### Removed
- Nearest in Domain. To be implemented in geometry package. - Nearest in Domain. To be implemented in geometry package.
- Number multiplication and division in main Algebra chain - Number multiplication and division in main Algebra chain
@ -66,10 +82,12 @@
- Second generic from DifferentiableExpression - Second generic from DifferentiableExpression
- Algebra elements are completely removed. Use algebra contexts instead. - Algebra elements are completely removed. Use algebra contexts instead.
### Fixed ### Fixed
- Ring inherits RingOperations, not GroupOperations - Ring inherits RingOperations, not GroupOperations
- Univariate histogram filling - Univariate histogram filling
### Security ### Security
## [0.2.0] ## [0.2.0]
@ -92,6 +110,7 @@
- New `MatrixFeature` interfaces for matrix decompositions - New `MatrixFeature` interfaces for matrix decompositions
- Basic Quaternion vector support in `kmath-complex`. - Basic Quaternion vector support in `kmath-complex`.
### Changed ### Changed
- Package changed from `scientifik` to `space.kscience` - Package changed from `scientifik` to `space.kscience`
- Gradle version: 6.6 -> 6.8.2 - Gradle version: 6.6 -> 6.8.2
@ -116,7 +135,6 @@
- `symbol` method in `Algebra` renamed to `bindSymbol` to avoid ambiguity - `symbol` method in `Algebra` renamed to `bindSymbol` to avoid ambiguity
- Add `out` projection to `Buffer` generic - Add `out` projection to `Buffer` generic
### Deprecated
### Removed ### Removed
- `kmath-koma` module because it doesn't support Kotlin 1.4. - `kmath-koma` module because it doesn't support Kotlin 1.4.
@ -126,13 +144,11 @@
- `Real` class - `Real` class
- StructureND identity and equals - StructureND identity and equals
### Fixed ### Fixed
- `symbol` method in `MstExtendedField` (https://github.com/mipt-npm/kmath/pull/140) - `symbol` method in `MstExtendedField` (https://github.com/mipt-npm/kmath/pull/140)
### Security
## [0.1.4] ## [0.1.4]
### Added ### Added
- Functional Expressions API - Functional Expressions API
- Mathematical Syntax Tree, its interpreter and API - Mathematical Syntax Tree, its interpreter and API
@ -150,6 +166,7 @@
- Full hyperbolic functions support and default implementations within `ExtendedField` - Full hyperbolic functions support and default implementations within `ExtendedField`
- Norm support for `Complex` - Norm support for `Complex`
### Changed ### Changed
- `readAsMemory` now has `throws IOException` in JVM signature. - `readAsMemory` now has `throws IOException` in JVM signature.
- Several functions taking functional types were made `inline`. - Several functions taking functional types were made `inline`.
@ -161,9 +178,10 @@
- Gradle version: 6.3 -> 6.6 - Gradle version: 6.3 -> 6.6
- Moved probability distributions to commons-rng and to `kmath-prob` - Moved probability distributions to commons-rng and to `kmath-prob`
### Fixed ### Fixed
- Missing copy method in Memory implementation on JS (https://github.com/mipt-npm/kmath/pull/106) - Missing copy method in Memory implementation on JS (https://github.com/mipt-npm/kmath/pull/106)
- D3.dim value in `kmath-dimensions` - D3.dim value in `kmath-dimensions`
- Multiplication in integer rings in `kmath-core` (https://github.com/mipt-npm/kmath/pull/101) - Multiplication in integer rings in `kmath-core` (https://github.com/mipt-npm/kmath/pull/101)
- Commons RNG compatibility (https://github.com/mipt-npm/kmath/issues/93) - Commons RNG compatibility (https://github.com/mipt-npm/kmath/issues/93)
- Multiplication of BigInt by scalar - Multiplication of BigInt by scalar

2
build.gradle.kts
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@ -11,7 +11,7 @@ allprojects {
} }
group = "space.kscience" group = "space.kscience"
version = "0.3.0-dev-21" version = "0.3.0"
} }
subprojects { subprojects {

6
kmath-ast/README.md
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@ -10,7 +10,7 @@ Extensions to MST API: transformations, dynamic compilation and visualization.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-ast:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-ast:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -20,7 +20,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-ast:0.3.0-dev-20' implementation 'space.kscience:kmath-ast:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -31,7 +31,7 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-ast:0.3.0-dev-20") implementation("space.kscience:kmath-ast:0.3.0")
} }
``` ```

6
kmath-commons/README.md
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@ -6,7 +6,7 @@ Commons math binding for kmath
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-commons:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-commons:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-commons:0.3.0-dev-20' implementation 'space.kscience:kmath-commons:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-commons:0.3.0-dev-20") implementation("space.kscience:kmath-commons:0.3.0")
} }
``` ```

6
kmath-complex/README.md
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@ -8,7 +8,7 @@ Complex and hypercomplex number systems in KMath.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-complex:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-complex:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -18,7 +18,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-complex:0.3.0-dev-20' implementation 'space.kscience:kmath-complex:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -29,6 +29,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-complex:0.3.0-dev-20") implementation("space.kscience:kmath-complex:0.3.0")
} }
``` ```

6
kmath-core/README.md
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@ -15,7 +15,7 @@ performance calculations to code generation.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-core:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-core:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -25,7 +25,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-core:0.3.0-dev-20' implementation 'space.kscience:kmath-core:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -36,6 +36,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-core:0.3.0-dev-20") implementation("space.kscience:kmath-core:0.3.0")
} }
``` ```

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kmath-core/api/kmath-core.api
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6
kmath-coroutines/README.md
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@ -6,7 +6,7 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-coroutines:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-coroutines:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-coroutines:0.3.0-dev-20' implementation 'space.kscience:kmath-coroutines:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-coroutines:0.3.0-dev-20") implementation("space.kscience:kmath-coroutines:0.3.0")
} }
``` ```

6
kmath-dimensions/README.md
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@ -6,7 +6,7 @@ A proof of concept module for adding type-safe dimensions to structures
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-dimensions:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-dimensions:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-dimensions:0.3.0-dev-20' implementation 'space.kscience:kmath-dimensions:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-dimensions:0.3.0-dev-20") implementation("space.kscience:kmath-dimensions:0.3.0")
} }
``` ```

6
kmath-ejml/README.md
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@ -9,7 +9,7 @@ EJML based linear algebra implementation.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-ejml:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-ejml:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -19,7 +19,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-ejml:0.3.0-dev-20' implementation 'space.kscience:kmath-ejml:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -30,6 +30,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-ejml:0.3.0-dev-20") implementation("space.kscience:kmath-ejml:0.3.0")
} }
``` ```

6
kmath-for-real/README.md
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@ -9,7 +9,7 @@ Specialization of KMath APIs for Double numbers.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-for-real:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-for-real:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -19,7 +19,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-for-real:0.3.0-dev-20' implementation 'space.kscience:kmath-for-real:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -30,6 +30,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-for-real:0.3.0-dev-20") implementation("space.kscience:kmath-for-real:0.3.0")
} }
``` ```

6
kmath-functions/README.md
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@ -11,7 +11,7 @@ Functions and interpolations.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-functions:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-functions:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -21,7 +21,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-functions:0.3.0-dev-20' implementation 'space.kscience:kmath-functions:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -32,6 +32,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-functions:0.3.0-dev-20") implementation("space.kscience:kmath-functions:0.3.0")
} }
``` ```

6
kmath-geometry/README.md
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@ -6,7 +6,7 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-geometry:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-geometry:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-geometry:0.3.0-dev-20' implementation 'space.kscience:kmath-geometry:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-geometry:0.3.0-dev-20") implementation("space.kscience:kmath-geometry:0.3.0")
} }
``` ```

6
kmath-histograms/README.md
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@ -6,7 +6,7 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-histograms:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-histograms:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-histograms:0.3.0-dev-20' implementation 'space.kscience:kmath-histograms:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-histograms:0.3.0-dev-20") implementation("space.kscience:kmath-histograms:0.3.0")
} }
``` ```

6
kmath-jafama/README.md
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@ -7,7 +7,7 @@ Integration with [Jafama](https://github.com/jeffhain/jafama).
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-jafama:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-jafama:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -17,7 +17,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-jafama:0.3.0-dev-20' implementation 'space.kscience:kmath-jafama:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -28,7 +28,7 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-jafama:0.3.0-dev-20") implementation("space.kscience:kmath-jafama:0.3.0")
} }
``` ```

6
kmath-jupyter/README.md
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@ -6,7 +6,7 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-jupyter:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-jupyter:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-jupyter:0.3.0-dev-20' implementation 'space.kscience:kmath-jupyter:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-jupyter:0.3.0-dev-20") implementation("space.kscience:kmath-jupyter:0.3.0")
} }
``` ```

6
kmath-kotlingrad/README.md
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@ -8,7 +8,7 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-kotlingrad:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-kotlingrad:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -18,7 +18,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-kotlingrad:0.3.0-dev-20' implementation 'space.kscience:kmath-kotlingrad:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -29,6 +29,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-kotlingrad:0.3.0-dev-20") implementation("space.kscience:kmath-kotlingrad:0.3.0")
} }
``` ```

6
kmath-memory/README.md
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@ -6,7 +6,7 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-memory:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-memory:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-memory:0.3.0-dev-20' implementation 'space.kscience:kmath-memory:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-memory:0.3.0-dev-20") implementation("space.kscience:kmath-memory:0.3.0")
} }
``` ```

6
kmath-multik/README.md
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@ -6,7 +6,7 @@ JetBrains Multik connector
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-multik:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-multik:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-multik:0.3.0-dev-20' implementation 'space.kscience:kmath-multik:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-multik:0.3.0-dev-20") implementation("space.kscience:kmath-multik:0.3.0")
} }
``` ```

6
kmath-nd4j/README.md
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@ -9,7 +9,7 @@ ND4J based implementations of KMath abstractions.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-nd4j:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-nd4j:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -19,7 +19,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-nd4j:0.3.0-dev-20' implementation 'space.kscience:kmath-nd4j:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -30,7 +30,7 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-nd4j:0.3.0-dev-20") implementation("space.kscience:kmath-nd4j:0.3.0")
} }
``` ```

6
kmath-optimization/README.md
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@ -6,7 +6,7 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-optimization:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-optimization:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-optimization:0.3.0-dev-20' implementation 'space.kscience:kmath-optimization:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-optimization:0.3.0-dev-20") implementation("space.kscience:kmath-optimization:0.3.0")
} }
``` ```

6
kmath-stat/README.md
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@ -6,7 +6,7 @@
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-stat:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-stat:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-stat:0.3.0-dev-20' implementation 'space.kscience:kmath-stat:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-stat:0.3.0-dev-20") implementation("space.kscience:kmath-stat:0.3.0")
} }
``` ```

6
kmath-symja/README.md
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@ -6,7 +6,7 @@ Symja integration module
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-symja:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-symja:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-symja:0.3.0-dev-20' implementation 'space.kscience:kmath-symja:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-symja:0.3.0-dev-20") implementation("space.kscience:kmath-symja:0.3.0")
} }
``` ```

6
kmath-tensorflow/README.md
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@ -6,7 +6,7 @@ Google tensorflow connector
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-tensorflow:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-tensorflow:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-tensorflow:0.3.0-dev-20' implementation 'space.kscience:kmath-tensorflow:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-tensorflow:0.3.0-dev-20") implementation("space.kscience:kmath-tensorflow:0.3.0")
} }
``` ```

6
kmath-tensors/README.md
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@ -9,7 +9,7 @@ Common linear algebra operations on tensors.
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-tensors:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-tensors:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -19,7 +19,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-tensors:0.3.0-dev-20' implementation 'space.kscience:kmath-tensors:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -30,6 +30,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-tensors:0.3.0-dev-20") implementation("space.kscience:kmath-tensors:0.3.0")
} }
``` ```

6
kmath-viktor/README.md
View File

@ -6,7 +6,7 @@ Binding for https://github.com/JetBrains-Research/viktor
## Artifact: ## Artifact:
The Maven coordinates of this project are `space.kscience:kmath-viktor:0.3.0-dev-20`. The Maven coordinates of this project are `space.kscience:kmath-viktor:0.3.0`.
**Gradle Groovy:** **Gradle Groovy:**
```groovy ```groovy
@ -16,7 +16,7 @@ repositories {
} }
dependencies { dependencies {
implementation 'space.kscience:kmath-viktor:0.3.0-dev-20' implementation 'space.kscience:kmath-viktor:0.3.0'
} }
``` ```
**Gradle Kotlin DSL:** **Gradle Kotlin DSL:**
@ -27,6 +27,6 @@ repositories {
} }
dependencies { dependencies {
implementation("space.kscience:kmath-viktor:0.3.0-dev-20") implementation("space.kscience:kmath-viktor:0.3.0")
} }
``` ```

72
kmath-viktor/api/kmath-viktor.api
View File

@ -1,40 +1,69 @@
public final class space/kscience/kmath/viktor/ViktorBuffer : space/kscience/kmath/structures/MutableBuffer { public final class space/kscience/kmath/viktor/ViktorBuffer : space/kscience/kmath/structures/MutableBuffer {
public fun <init> (Lorg/jetbrains/bio/viktor/F64FlatArray;)V public static final synthetic fun box-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)Lspace/kscience/kmath/viktor/ViktorBuffer;
public static fun constructor-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)Lorg/jetbrains/bio/viktor/F64FlatArray;
public fun copy ()Lspace/kscience/kmath/structures/MutableBuffer; public fun copy ()Lspace/kscience/kmath/structures/MutableBuffer;
public static fun copy-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)Lspace/kscience/kmath/structures/MutableBuffer;
public fun equals (Ljava/lang/Object;)Z
public static fun equals-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;Ljava/lang/Object;)Z
public static final fun equals-impl0 (Lorg/jetbrains/bio/viktor/F64FlatArray;Lorg/jetbrains/bio/viktor/F64FlatArray;)Z
public fun get (I)Ljava/lang/Double; public fun get (I)Ljava/lang/Double;
public synthetic fun get (I)Ljava/lang/Object; public synthetic fun get (I)Ljava/lang/Object;
public static fun get-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;I)Ljava/lang/Double;
public final fun getFlatArray ()Lorg/jetbrains/bio/viktor/F64FlatArray; public final fun getFlatArray ()Lorg/jetbrains/bio/viktor/F64FlatArray;
public fun getSize ()I public fun getSize ()I
public static fun getSize-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)I
public fun hashCode ()I
public static fun hashCode-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)I
public fun iterator ()Ljava/util/Iterator; public fun iterator ()Ljava/util/Iterator;
public static fun iterator-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)Ljava/util/Iterator;
public fun set (ID)V public fun set (ID)V
public synthetic fun set (ILjava/lang/Object;)V public synthetic fun set (ILjava/lang/Object;)V
public static fun set-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;ID)V
public fun toString ()Ljava/lang/String;
public static fun toString-impl (Lorg/jetbrains/bio/viktor/F64FlatArray;)Ljava/lang/String;
public final synthetic fun unbox-impl ()Lorg/jetbrains/bio/viktor/F64FlatArray;
} }
public final class space/kscience/kmath/viktor/ViktorFieldND : space/kscience/kmath/nd/FieldND, space/kscience/kmath/operations/ExtendedField, space/kscience/kmath/operations/NumbersAddOperations, space/kscience/kmath/operations/ScaleOperations { public class space/kscience/kmath/viktor/ViktorFieldND : space/kscience/kmath/viktor/ViktorFieldOpsND, space/kscience/kmath/nd/FieldND, space/kscience/kmath/operations/NumbersAddOps {
public fun <init> ([I)V public fun <init> ([I)V
public synthetic fun getOne ()Ljava/lang/Object;
public synthetic fun getOne ()Lspace/kscience/kmath/nd/StructureND;
public fun getOne ()Lspace/kscience/kmath/viktor/ViktorStructureND;
public fun getShape ()[I
public synthetic fun getZero ()Ljava/lang/Object;
public synthetic fun getZero ()Lspace/kscience/kmath/nd/StructureND;
public fun getZero ()Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object;
public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/viktor/ViktorStructureND;
}
public class space/kscience/kmath/viktor/ViktorFieldOpsND : space/kscience/kmath/nd/FieldOpsND, space/kscience/kmath/operations/ExtendedFieldOps, space/kscience/kmath/operations/PowerOperations {
public static final field Companion Lspace/kscience/kmath/viktor/ViktorFieldOpsND$Companion;
public fun <init> ()V
public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun acos (Ljava/lang/Object;)Ljava/lang/Object;
public fun acos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun acos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun acosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun acosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun add (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; 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 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/viktor/ViktorStructureND; public fun add (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun asin (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun asin (Ljava/lang/Object;)Ljava/lang/Object;
public fun asin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun asin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun asinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun asinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun atan (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun atan (Ljava/lang/Object;)Ljava/lang/Object;
public fun atan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun atan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun atanh (Ljava/lang/Object;)Ljava/lang/Object;
public fun combine (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun atanh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun cos (Ljava/lang/Object;)Ljava/lang/Object;
public fun cos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun cos (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun cosh (Ljava/lang/Object;)Ljava/lang/Object;
public fun cosh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun exp (Ljava/lang/Object;)Ljava/lang/Object;
public fun exp (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun exp (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun getElementContext ()Lspace/kscience/kmath/operations/Algebra; public synthetic fun getElementAlgebra ()Lspace/kscience/kmath/operations/Algebra;
public fun getElementContext ()Lspace/kscience/kmath/operations/DoubleField; public fun getElementAlgebra ()Lspace/kscience/kmath/operations/DoubleField;
public final fun getF64Buffer (Lspace/kscience/kmath/nd/StructureND;)Lorg/jetbrains/bio/viktor/F64Array; public final fun getF64Buffer (Lspace/kscience/kmath/nd/StructureND;)Lorg/jetbrains/bio/viktor/F64Array;
public synthetic fun getOne ()Ljava/lang/Object;
public fun getOne ()Lspace/kscience/kmath/viktor/ViktorStructureND;
public fun getShape ()[I
public synthetic fun getZero ()Ljava/lang/Object;
public fun getZero ()Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun ln (Ljava/lang/Object;)Ljava/lang/Object;
public fun ln (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun ln (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun map (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND;
@ -43,26 +72,38 @@ public final class space/kscience/kmath/viktor/ViktorFieldND : space/kscience/km
public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun mapIndexed (Lspace/kscience/kmath/nd/StructureND;Lkotlin/jvm/functions/Function3;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun minus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun minus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun minus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun number (Ljava/lang/Number;)Ljava/lang/Object;
public fun number (Ljava/lang/Number;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun plus (Ljava/lang/Object;Ljava/lang/Object;)Ljava/lang/Object;
public fun plus (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun plus (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND; public synthetic fun plus (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Object;)Lspace/kscience/kmath/nd/StructureND;
public fun plus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun plus (Lspace/kscience/kmath/nd/StructureND;Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun power (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; 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/viktor/ViktorStructureND; public fun power (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun produce (Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND;
public fun produce (Lkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun scale (Ljava/lang/Object;D)Ljava/lang/Object; 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/viktor/ViktorStructureND; public fun scale (Lspace/kscience/kmath/nd/StructureND;D)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun sin (Ljava/lang/Object;)Ljava/lang/Object;
public fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun sin (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun sinh (Ljava/lang/Object;)Ljava/lang/Object;
public fun sinh (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/nd/StructureND;
public fun structureND ([ILkotlin/jvm/functions/Function2;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun tan (Ljava/lang/Object;)Ljava/lang/Object;
public fun tan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun tan (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object; public synthetic fun times (Ljava/lang/Object;Ljava/lang/Number;)Ljava/lang/Object;
public fun times (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/viktor/ViktorStructureND; public fun times (Lspace/kscience/kmath/nd/StructureND;Ljava/lang/Number;)Lspace/kscience/kmath/viktor/ViktorStructureND;
public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object; public synthetic fun unaryMinus (Ljava/lang/Object;)Ljava/lang/Object;
public fun unaryMinus (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND; public fun unaryMinus (Lspace/kscience/kmath/nd/StructureND;)Lspace/kscience/kmath/nd/StructureND;
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/viktor/ViktorStructureND;
}
public final class space/kscience/kmath/viktor/ViktorFieldOpsND$Companion : space/kscience/kmath/viktor/ViktorFieldOpsND {
}
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 final class space/kscience/kmath/viktor/ViktorStructureND : space/kscience/kmath/nd/MutableStructureND { public final class space/kscience/kmath/viktor/ViktorStructureND : space/kscience/kmath/nd/MutableStructureND {
@ -77,7 +118,6 @@ public final class space/kscience/kmath/viktor/ViktorStructureND : space/kscienc
} }
public final class space/kscience/kmath/viktor/ViktorStructureNDKt { public final class space/kscience/kmath/viktor/ViktorStructureNDKt {
public static final fun ViktorNDField ([I)Lspace/kscience/kmath/viktor/ViktorFieldND;
public static final fun asStructure (Lorg/jetbrains/bio/viktor/F64Array;)Lspace/kscience/kmath/viktor/ViktorStructureND; public static final fun asStructure (Lorg/jetbrains/bio/viktor/F64Array;)Lspace/kscience/kmath/viktor/ViktorStructureND;
} }