Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
Eig
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Computes the eigen decomposition of one or more square matrices.
Computes the eigenvalues and (optionally) right 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 = eig(a)
e = eig(a, compute_v=False)
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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Public Methods
public
static
Eig.Options
computeV
(Boolean computeV)
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 Eig operation.
Parameters
| scope |
current scope |
| input |
`Tensor` input of shape `[N, N]`. |
| options |
carries optional attributes values |
public
Output<U>
e
()
Eigenvalues. Shape is `[N]`.
public
Output<U>
v
()
Eigenvectors. Shape is `[N, N]`.
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Last updated 2022-02-12 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 2022-02-12 UTC."],[],[],null,["# Eig\n\npublic final class **Eig** \nComputes the eigen decomposition of one or more square matrices.\n\n\nComputes the eigenvalues and (optionally) right 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 = eig(a)\n e = eig(a, compute_v=False)\n \n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n### Nested Classes\n\n|-------|---|---|--------------------------------------------------------------------------|\n| class | [Eig.Options](/api_docs/java/org/tensorflow/op/core/Eig.Options) || Optional attributes for [Eig](/api_docs/java/org/tensorflow/op/core/Eig) |\n\n### Public Methods\n\n|-------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static [Eig.Options](/api_docs/java/org/tensorflow/op/core/Eig.Options) | [computeV](/api_docs/java/org/tensorflow/op/core/Eig#computeV(java.lang.Boolean))(Boolean computeV) |\n| static \\\u003cU, T\\\u003e [Eig](/api_docs/java/org/tensorflow/op/core/Eig)\\\u003cU\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/Eig#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cT\u003e,%20java.lang.Class\u003cU\u003e,%20org.tensorflow.op.core.Eig.Options...))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input, Class\\\u003cU\\\u003e Tout, [Options...](/api_docs/java/org/tensorflow/op/core/Eig.Options) options) Factory method to create a class wrapping a new Eig operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [e](/api_docs/java/org/tensorflow/op/core/Eig#e())() Eigenvalues. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [v](/api_docs/java/org/tensorflow/op/core/Eig#v())() Eigenvectors. |\n\n### Inherited Methods\n\nFrom class [org.tensorflow.op.PrimitiveOp](/api_docs/java/org/tensorflow/op/PrimitiveOp) \n\n|------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|\n| final boolean | [equals](/api_docs/java/org/tensorflow/op/PrimitiveOp#equals(java.lang.Object))(Object obj) |\n| final int | [hashCode](/api_docs/java/org/tensorflow/op/PrimitiveOp#hashCode())() |\n| [Operation](/api_docs/java/org/tensorflow/Operation) | [op](/api_docs/java/org/tensorflow/op/PrimitiveOp#op())() Returns the underlying [Operation](/api_docs/java/org/tensorflow/Operation) |\n| final String | [toString](/api_docs/java/org/tensorflow/op/PrimitiveOp#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\nPublic Methods\n--------------\n\n#### public static [Eig.Options](/api_docs/java/org/tensorflow/op/core/Eig.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 [Eig](/api_docs/java/org/tensorflow/op/core/Eig)\\\u003cU\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input, Class\\\u003cU\\\u003e Tout, [Options...](/api_docs/java/org/tensorflow/op/core/Eig.Options) options)\n\nFactory method to create a class wrapping a new Eig 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 Eig \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e\n**e**\n()\n\nEigenvalues. Shape is \\`\\[N\\]\\`. \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e\n**v**\n()\n\nEigenvectors. Shape is \\`\\[N, N\\]\\`."]]
