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KMP library for tensors #300

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grinisrit merged 215 commits from feature/tensor-algebra into dev 2021-05-08 09:48:04 +03:00
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2 changed files with 4 additions and 2 deletions
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3
examples/src/main/kotlin/space/kscience/kmath/tensors/LinearSystemSolvingWithLUP.kt
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@ -5,6 +5,7 @@
package space.kscience.kmath.tensors
import space.kscience.kmath.operations.invoke
import space.kscience.kmath.tensors.core.DoubleTensor
import space.kscience.kmath.tensors.core.algebras.DoubleLinearOpsTensorAlgebra
@ -13,7 +14,7 @@ import space.kscience.kmath.tensors.core.algebras.DoubleLinearOpsTensorAlgebra
fun main () {
// work in context with linear operations
DoubleLinearOpsTensorAlgebra {
DoubleLinearOpsTensorAlgebra.invoke {
// set true value of x
val trueX = fromArray(

3
examples/src/main/kotlin/space/kscience/kmath/tensors/OLSWithSVD.kt
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@ -5,6 +5,7 @@
package space.kscience.kmath.tensors
import space.kscience.kmath.operations.invoke
import space.kscience.kmath.tensors.core.DoubleTensor
import space.kscience.kmath.tensors.core.algebras.DoubleAnalyticTensorAlgebra
import space.kscience.kmath.tensors.core.algebras.DoubleLinearOpsTensorAlgebra
@ -18,7 +19,7 @@ fun main() {
val randSeed = 100500L
// work in context with linear operations
DoubleLinearOpsTensorAlgebra {
DoubleLinearOpsTensorAlgebra.invoke {
// take coefficient vector from normal distribution
val alpha = randNormal(
intArrayOf(5),