SelfAdjointEig
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Computes the eigen decomposition of one or more square self-adjoint matrices.
Computes the eigenvalues and (optionally) eigenvectors of each inner matrix in
`input` such that `input[..., :, :] = v[..., :, :] * diag(e[..., :])`. The eigenvalues
are sorted in non-decreasing order.
# a is a tensor.
# e is a tensor of eigenvalues.
# v is a tensor of eigenvectors.
e, v = self_adjoint_eig(a)
e = self_adjoint_eig(a, compute_v=False)
Constants
| String |
OP_NAME |
The name of this op, as known by TensorFlow core engine |
Inherited Methods
From class
java.lang.Object
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boolean
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equals(Object arg0)
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final
Class<?>
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getClass()
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int
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hashCode()
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final
void
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notify()
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final
void
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notifyAll()
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String
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toString()
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final
void
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wait(long arg0, int arg1)
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final
void
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wait(long arg0)
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final
void
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wait()
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Constants
public
static
final
String
OP_NAME
The name of this op, as known by TensorFlow core engine
Constant Value:
"SelfAdjointEigV2"
Public Methods
Parameters
| computeV |
If `True` then eigenvectors will be computed and returned in `v`.
Otherwise, only the eigenvalues will be computed.
|
Factory method to create a class wrapping a new SelfAdjointEig operation.
Parameters
| scope |
current scope |
| input |
`Tensor` input of shape `[N, N]`. |
| options |
carries optional attributes values |
Returns
- a new instance of SelfAdjointEig
public
Output<T>
e
()
Eigenvalues. Shape is `[N]`.
public
Output<T>
v
()
Eigenvectors. Shape is `[N, N]`.
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Last updated 2021-11-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29 UTC."],[],[],null,["# SelfAdjointEig\n\npublic final class **SelfAdjointEig** \nComputes the eigen decomposition of one or more square self-adjoint matrices.\n\n\nComputes the eigenvalues and (optionally) eigenvectors of each inner matrix in\n\\`input\\` such that \\`input\\[..., :, :\\] = v\\[..., :, :\\] \\* diag(e\\[..., :\\])\\`. The eigenvalues\nare sorted in non-decreasing order. \n\n # a is a tensor.\n # e is a tensor of eigenvalues.\n # v is a tensor of eigenvectors.\n e, v = self_adjoint_eig(a)\n e = self_adjoint_eig(a, compute_v=False)\n \n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n### Nested Classes\n\n|-------|---|---|------------------------------------------------------------------------------------------------------|\n| class | [SelfAdjointEig.Options](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig.Options) || Optional attributes for [SelfAdjointEig](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig) |\n\n### Constants\n\n|--------|-------------------------------------------------------------------------------|---------------------------------------------------------|\n| String | [OP_NAME](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig#OP_NAME) | The name of this op, as known by TensorFlow core engine |\n\n### Public Methods\n\n|----------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static [SelfAdjointEig.Options](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig.Options) | [computeV](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig#computeV(java.lang.Boolean))(Boolean computeV) |\n| static \\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e [SelfAdjointEig](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig)\\\u003cT\\\u003e | [create](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig#create(org.tensorflow.op.Scope, org.tensorflow.Operand\u003cT\u003e, org.tensorflow.op.linalg.SelfAdjointEig.Options...))([Scope](/jvm/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input, [Options...](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig.Options) options) Factory method to create a class wrapping a new SelfAdjointEig operation. |\n| [Output](/jvm/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [e](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig#e())() Eigenvalues. |\n| [Output](/jvm/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [v](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig#v())() Eigenvectors. |\n\n### Inherited Methods\n\nFrom class [org.tensorflow.op.RawOp](/jvm/api_docs/java/org/tensorflow/op/RawOp) \n\n|----------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| final boolean | [equals](/jvm/api_docs/java/org/tensorflow/op/RawOp#equals(java.lang.Object))(Object obj) |\n| final int | [hashCode](/jvm/api_docs/java/org/tensorflow/op/RawOp#hashCode())() |\n| [Operation](/jvm/api_docs/java/org/tensorflow/Operation) | [op](/jvm/api_docs/java/org/tensorflow/op/RawOp#op())() Return this unit of computation as a single [Operation](/jvm/api_docs/java/org/tensorflow/Operation). |\n| final String | [toString](/jvm/api_docs/java/org/tensorflow/op/RawOp#toString())() |\n\nFrom class java.lang.Object \n\n|------------------|---------------------------|\n| boolean | equals(Object arg0) |\n| final Class\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| String | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nFrom interface [org.tensorflow.op.Op](/jvm/api_docs/java/org/tensorflow/op/Op) \n\n|-----------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| abstract [ExecutionEnvironment](/jvm/api_docs/java/org/tensorflow/ExecutionEnvironment) | [env](/jvm/api_docs/java/org/tensorflow/op/Op#env())() Return the execution environment this op was created in. |\n| abstract [Operation](/jvm/api_docs/java/org/tensorflow/Operation) | [op](/jvm/api_docs/java/org/tensorflow/op/Op#op())() Return this unit of computation as a single [Operation](/jvm/api_docs/java/org/tensorflow/Operation). |\n\nConstants\n---------\n\n#### public static final String\n**OP_NAME**\n\nThe name of this op, as known by TensorFlow core engine \nConstant Value: \"SelfAdjointEigV2\"\n\nPublic Methods\n--------------\n\n#### public static [SelfAdjointEig.Options](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig.Options)\n**computeV**\n(Boolean computeV)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| computeV | If \\`True\\` then eigenvectors will be computed and returned in \\`v\\`. Otherwise, only the eigenvalues will be computed. |\n|----------|-------------------------------------------------------------------------------------------------------------------------|\n\n#### public static [SelfAdjointEig](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig)\\\u003cT\\\u003e\n**create**\n([Scope](/jvm/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input, [Options...](/jvm/api_docs/java/org/tensorflow/op/linalg/SelfAdjointEig.Options) options)\n\nFactory method to create a class wrapping a new SelfAdjointEig operation. \n\n##### Parameters\n\n| scope | current scope |\n| input | \\`Tensor\\` input of shape \\`\\[N, N\\]\\`. |\n| options | carries optional attributes values |\n|---------|-----------------------------------------|\n\n##### Returns\n\n- a new instance of SelfAdjointEig \n\n#### public [Output](/jvm/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\n**e**\n()\n\nEigenvalues. Shape is \\`\\[N\\]\\`. \n\n#### public [Output](/jvm/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\n**v**\n()\n\nEigenvectors. Shape is \\`\\[N, N\\]\\`."]]
