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Iaroslav Postovalov 2020-10-29 15:44:30 +07:00
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40
kmath-nd4j/README.md
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@ -2,45 +2,48 @@
This subproject implements the following features: This subproject implements the following features:
- NDStructure wrapper for INDArray. - [nd4jarraystrucure](src/commonMain/kotlin/kscience/kmath/operations/Algebra.kt) : NDStructure wrapper for INDArray
- Optimized NDRing implementations for INDArray storing Ints and Longs. - [nd4jarrayrings](src/commonMain/kotlin/kscience/kmath/structures/NDStructure.kt) : Rings over Nd4jArrayStructure of Int and Long
- Optimized NDField implementations for INDArray storing Floats and Doubles. - [nd4jarrayfields](src/commonMain/kotlin/kscience/kmath/structures/Buffers.kt) : Fields over Nd4jArrayStructure of Float and Double
> #### Artifact: > #### Artifact:
> This module is distributed in the artifact `scientifik:kmath-nd4j:0.1.4-dev-8`. >
> > This module artifact: `kscience.kmath:kmath-nd4j:0.2.0-dev-3`.
>
> Bintray release version: [ ![Download](https://api.bintray.com/packages/mipt-npm/kscience/kmath-nd4j/images/download.svg) ](https://bintray.com/mipt-npm/kscience/kmath-nd4j/_latestVersion)
>
> Bintray development version: [ ![Download](https://api.bintray.com/packages/mipt-npm/dev/kmath-nd4j/images/download.svg) ](https://bintray.com/mipt-npm/dev/kmath-nd4j/_latestVersion)
>
> **Gradle:** > **Gradle:**
> >
> ```gradle > ```gradle
> repositories { > repositories {
> mavenCentral() > maven { url "https://dl.bintray.com/kotlin/kotlin-eap" }
> maven { url 'https://dl.bintray.com/mipt-npm/scientifik' } > maven { url 'https://dl.bintray.com/mipt-npm/kscience' }
> maven { url 'https://dl.bintray.com/mipt-npm/dev' } > maven { url 'https://dl.bintray.com/mipt-npm/dev' }
> maven { url 'https://dl.bintray.com/hotkeytlt/maven' }
> } > }
> >
> dependencies { > dependencies {
> implementation 'scientifik:kmath-nd4j:0.1.4-dev-8' > implementation 'kscience.kmath:kmath-nd4j:0.2.0-dev-3'
> implementation 'org.nd4j:nd4j-native-platform:1.0.0-beta7'
> } > }
> ``` > ```
> **Gradle Kotlin DSL:** > **Gradle Kotlin DSL:**
> >
> ```kotlin > ```kotlin
> repositories { > repositories {
> mavenCentral() > maven("https://dl.bintray.com/kotlin/kotlin-eap")
> maven("https://dl.bintray.com/mipt-npm/scientifik") > maven("https://dl.bintray.com/mipt-npm/kscience")
> maven("https://dl.bintray.com/mipt-npm/dev") > maven("https://dl.bintray.com/mipt-npm/dev")
> maven("https://dl.bintray.com/hotkeytlt/maven")
> } > }
> >
> dependencies { > dependencies {
> implementation("scientifik:kmath-nd4j:0.1.4-dev-8") > implementation("kscience.kmath:kmath-nd4j:0.2.0-dev-3")
> implementation("org.nd4j:nd4j-native-platform:1.0.0-beta7")
> } > }
> ``` > ```
>
> This distribution also needs an implementation of ND4J API. The ND4J Native Platform is usually the fastest one, so
> it is included to the snippet.
>
## Examples ## Examples
@ -64,7 +67,7 @@ import org.nd4j.linalg.factory.*
import scientifik.kmath.nd4j.* import scientifik.kmath.nd4j.*
import scientifik.kmath.operations.* import scientifik.kmath.operations.*
val field = RealINDArrayField(intArrayOf(2, 2)) val field = RealNd4jArrayField(intArrayOf(2, 2))
val array = Nd4j.rand(2, 2).asRealStructure() val array = Nd4j.rand(2, 2).asRealStructure()
val res = field { val res = field {
@ -76,5 +79,4 @@ println(res.ndArray)
// [ 269.7913, 202.2077]] // [ 269.7913, 202.2077]]
``` ```
Contributed by [Iaroslav Postovalov](https://github.com/CommanderTvis). Contributed by [Iaroslav Postovalov](https://github.com/CommanderTvis).

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kmath-nd4j/build.gradle.kts
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@ -18,7 +18,7 @@ readme {
propertyByTemplate("artifact", rootProject.file("docs/templates/ARTIFACT-TEMPLATE.md")) propertyByTemplate("artifact", rootProject.file("docs/templates/ARTIFACT-TEMPLATE.md"))
feature( feature(
id = "nd4jarraystrucure", id = "nd4jarraystructure",
description = "NDStructure wrapper for INDArray", description = "NDStructure wrapper for INDArray",
ref = "src/commonMain/kotlin/kscience/kmath/operations/Algebra.kt" ref = "src/commonMain/kotlin/kscience/kmath/operations/Algebra.kt"
) )