forked from kscience/kmath
41 lines
2.0 KiB
Markdown
41 lines
2.0 KiB
Markdown
# Module kmath-tensors
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Common operations on tensors, the API consists of:
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- [TensorAlgebra](src/commonMain/kotlin/space/kscience/kmath/tensors/api/TensorAlgebra.kt) : Basic algebra operations on tensors (plus, dot, etc.)
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- [TensorPartialDivisionAlgebra](src/commonMain/kotlin/space/kscience/kmath/tensors/api/TensorPartialDivisionAlgebra.kt) : Emulates an algebra over a field
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- [LinearOpsTensorAlgebra](src/commonMain/kotlin/space/kscience/kmath/tensors/api/LinearOpsTensorAlgebra.kt) : Linear algebra operations including LU, QR, Cholesky LL and SVD decompositions
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- [AnalyticTensorAlgebra](src/commonMain/kotlin/space/kscience/kmath/tensors/api/AnalyticTensorAlgebra.kt) : Element-wise analytic operations
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The library offers a multiplatform implementation for this interface over the `Double`'s. As a highlight, the user can find:
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- [BroadcastDoubleTensorAlgebra](src/commonMain/kotlin/space/kscience/kmath/tensors/core/algebras/BroadcastDoubleTensorAlgebra.kt) : Basic algebra operations implemented with broadcasting.
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- [DoubleLinearOpsTensorAlgebra](src/commonMain/kotlin/space/kscience/kmath/tensors/core/algebras/DoubleLinearOpsTensorAlgebra.kt) : Contains the power method for SVD and the spectrum of symmetric matrices.
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## Artifact:
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The Maven coordinates of this project are `space.kscience:kmath-tensors:0.3.0-dev-7`.
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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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maven { url 'https://dl.bintray.com/hotkeytlt/maven' }
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maven { url "https://dl.bintray.com/kotlin/kotlin-eap" } // include for builds based on kotlin-eap
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}
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dependencies {
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implementation 'space.kscience:kmath-tensors:0.3.0-dev-7'
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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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maven("https://dl.bintray.com/kotlin/kotlin-eap") // include for builds based on kotlin-eap
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maven("https://dl.bintray.com/hotkeytlt/maven") // required for a
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}
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dependencies {
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implementation("space.kscience:kmath-tensors:0.3.0-dev-7")
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}
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```
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