kmath/kmath-tensors

Module kmath-tensors

Common operations on tensors, the API consists of:

• TensorAlgebra : Basic algebra operations on tensors (plus, dot, etc.)
• TensorPartialDivisionAlgebra : Emulates an algebra over a field
• LinearOpsTensorAlgebra : Linear algebra operations including LU, QR, Cholesky LL and SVD decompositions
• AnalyticTensorAlgebra : Element-wise analytic operations

The library offers a multiplatform implementation for this interface over the Double's. As the highlight, the user can find:

• BroadcastDoubleTensorAlgebra : Basic algebra operations implemented with broadcasting.
• DoubleLinearOpsTensorAlgebra : Includes the power method for SVD and the spectrum of symmetric matrices.

Artifact:

The Maven coordinates of this project are space.kscience:kmath-tensors:0.3.0-dev-7.

Gradle:

repositories {
    maven { url 'https://repo.kotlin.link' }
    maven { url 'https://dl.bintray.com/hotkeytlt/maven' }
    maven { url "https://dl.bintray.com/kotlin/kotlin-eap" } // include for builds based on kotlin-eap
}

dependencies {
    implementation 'space.kscience:kmath-tensors:0.3.0-dev-7'
}

Gradle Kotlin DSL:

repositories {
    maven("https://repo.kotlin.link")
    maven("https://dl.bintray.com/kotlin/kotlin-eap") // include for builds based on kotlin-eap
    maven("https://dl.bintray.com/hotkeytlt/maven") // required for a
}

dependencies {
    implementation("space.kscience:kmath-tensors:0.3.0-dev-7")
}