forked from kscience/kmath
LU decomposition set up
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@ -1,5 +1,6 @@
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package space.kscience.kmath.tensors
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import space.kscience.kmath.linear.LupDecompositionFeature
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import space.kscience.kmath.nd.MutableNDBuffer
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import space.kscience.kmath.structures.RealBuffer
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import space.kscience.kmath.structures.array
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@ -164,7 +165,19 @@ public class RealTensorAlgebra : TensorPartialDivisionAlgebra<Double, RealTensor
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TODO("Not yet implemented")
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}
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override fun RealTensor.lu(): Pair<RealTensor, RealTensor> {
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/**
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* Main first task for @AndreiKingsley
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* Compare with the implementation of [LupDecomposition]
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* and provide a common API
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*/
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TODO("Not yet implemented")
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}
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override fun RealTensor.svd(): Triple<RealTensor, RealTensor, RealTensor> {
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/**
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* Main first task for @AlyaNovikova
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*/
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TODO("Not yet implemented")
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}
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@ -66,6 +66,9 @@ public interface TensorPartialDivisionAlgebra<T, TensorType : TensorStructure<T>
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public fun TensorType.log(): TensorType
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public fun TensorType.logAssign(): Unit
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//https://pytorch.org/docs/stable/generated/torch.lu.html
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public fun TensorType.lu(): Pair<TensorType, TensorType>
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//https://pytorch.org/docs/stable/generated/torch.svd.html
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public fun TensorType.svd(): Triple<TensorType, TensorType, TensorType>
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