Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
IsotonicRegression
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Solves a batch of isotonic regression problems.
Public Methods
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static
<U extends Number, T extends Number>
IsotonicRegression<U>
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create( Scope scope, Operand<T> input, Class<U> outputDtype)
Factory method to create a class wrapping a new IsotonicRegression operation.
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static
<T extends Number>
IsotonicRegression<Float>
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create( Scope scope, Operand<T> input)
Factory method to create a class wrapping a new IsotonicRegression operation using default output types.
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Output<U>
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output()
A (batch_size, dim)-tensor holding the per-batch element solutions.
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Output<Integer>
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segments()
An int32 (batch_size, dim)-tensor with the segments.
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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
Factory method to create a class wrapping a new IsotonicRegression operation.
Parameters
| scope |
current scope |
| input |
A (batch_size, dim)-tensor holding a batch of inputs. |
| outputDtype |
Dtype of output. |
Returns
- a new instance of IsotonicRegression
Factory method to create a class wrapping a new IsotonicRegression operation using default output types.
Parameters
| scope |
current scope |
| input |
A (batch_size, dim)-tensor holding a batch of inputs. |
Returns
- a new instance of IsotonicRegression
public
Output<U>
output
()
A (batch_size, dim)-tensor holding the per-batch element solutions.
public
Output<Integer>
segments
()
An int32 (batch_size, dim)-tensor with the segments.
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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,["# IsotonicRegression\n\npublic final class **IsotonicRegression** \nSolves a batch of isotonic regression problems. \n\n### Public Methods\n\n|-----------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static \\\u003cU extends Number, T extends Number\\\u003e [IsotonicRegression](/api_docs/java/org/tensorflow/op/core/IsotonicRegression)\\\u003cU\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/IsotonicRegression#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cT\u003e,%20java.lang.Class\u003cU\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input, Class\\\u003cU\\\u003e outputDtype) Factory method to create a class wrapping a new IsotonicRegression operation. |\n| static \\\u003cT extends Number\\\u003e [IsotonicRegression](/api_docs/java/org/tensorflow/op/core/IsotonicRegression)\\\u003cFloat\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/IsotonicRegression#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cT\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input) Factory method to create a class wrapping a new IsotonicRegression operation using default output types. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/IsotonicRegression#output())() A (batch_size, dim)-tensor holding the per-batch element solutions. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cInteger\\\u003e | [segments](/api_docs/java/org/tensorflow/op/core/IsotonicRegression#segments())() An int32 (batch_size, dim)-tensor with the segments. |\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 [IsotonicRegression](/api_docs/java/org/tensorflow/op/core/IsotonicRegression)\\\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 outputDtype)\n\nFactory method to create a class wrapping a new IsotonicRegression operation. \n\n##### Parameters\n\n| scope | current scope |\n| input | A (batch_size, dim)-tensor holding a batch of inputs. |\n| outputDtype | Dtype of output. |\n|-------------|-------------------------------------------------------|\n\n##### Returns\n\n- a new instance of IsotonicRegression \n\n#### public static [IsotonicRegression](/api_docs/java/org/tensorflow/op/core/IsotonicRegression)\\\u003cFloat\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input)\n\nFactory method to create a class wrapping a new IsotonicRegression operation using default output types. \n\n##### Parameters\n\n| scope | current scope |\n| input | A (batch_size, dim)-tensor holding a batch of inputs. |\n|-------|-------------------------------------------------------|\n\n##### Returns\n\n- a new instance of IsotonicRegression \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e\n**output**\n()\n\nA (batch_size, dim)-tensor holding the per-batch element solutions. \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cInteger\\\u003e\n**segments**\n()\n\nAn int32 (batch_size, dim)-tensor with the segments."]]
