forked from kscience/kmath
72 lines
1.5 KiB
Markdown
72 lines
1.5 KiB
Markdown
# Module kmath-nd4j
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ND4J based implementations of KMath abstractions.
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- [nd4jarraystructure](#) : NDStructure wrapper for INDArray
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- [nd4jarrayrings](#) : Rings over Nd4jArrayStructure of Int and Long
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- [nd4jarrayfields](#) : Fields over Nd4jArrayStructure of Float and Double
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## Artifact:
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The Maven coordinates of this project are `space.kscience:kmath-nd4j:0.3.0-dev-17`.
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**Gradle:**
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```gradle
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repositories {
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maven { url 'https://repo.kotlin.link' }
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mavenCentral()
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}
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dependencies {
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implementation 'space.kscience:kmath-nd4j:0.3.0-dev-17'
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}
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```
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**Gradle Kotlin DSL:**
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```kotlin
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repositories {
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maven("https://repo.kotlin.link")
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mavenCentral()
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}
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dependencies {
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implementation("space.kscience:kmath-nd4j:0.3.0-dev-17")
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}
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```
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## Examples
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NDStructure wrapper for INDArray:
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```kotlin
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import org.nd4j.linalg.factory.*
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import scientifik.kmath.nd4j.*
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import scientifik.kmath.structures.*
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val array = Nd4j.ones(2, 2).asDoubleStructure()
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println(array[0, 0]) // 1.0
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array[intArrayOf(0, 0)] = 24.0
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println(array[0, 0]) // 24.0
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```
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Fast element-wise and in-place arithmetics for INDArray:
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```kotlin
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import org.nd4j.linalg.factory.*
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import scientifik.kmath.nd4j.*
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import scientifik.kmath.operations.*
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val field = DoubleNd4jArrayField(intArrayOf(2, 2))
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val array = Nd4j.rand(2, 2).asDoubleStructure()
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val res = field {
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(25.0 / array + 20) * 4
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}
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println(res.ndArray)
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// [[ 250.6449, 428.5840],
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// [ 269.7913, 202.2077]]
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```
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Contributed by [Iaroslav Postovalov](https://github.com/CommanderTvis).
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