IsotonicRegression
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Resolve um lote de problemas de regressão isotônica.
Constantes
Corda | OP_NAME | O nome desta operação, conforme conhecido pelo mecanismo principal do TensorFlow |
Métodos herdados
Da classe java.lang.Object boleano | é igual (objeto arg0) |
aula final<?> | getClass () |
interno | código hash () |
vazio final | notificar () |
vazio final | notificar todos () |
Corda | para sequenciar () |
vazio final | espere (long arg0, int arg1) |
vazio final | espere (arg0 longo) |
vazio final | espere () |
Constantes
String final estática pública OP_NAME
O nome desta operação, conforme conhecido pelo mecanismo principal do TensorFlow
Valor Constante: "Regressão Isotônica"
Métodos Públicos
Método de fábrica para criar uma classe que envolve uma nova operação IsotonicRegression.
Parâmetros
escopo | escopo atual |
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entrada | Um tensor (batch_size, dim) que contém um lote de entradas. |
---|
tipoD de saída | Dtipo de saída. |
---|
Devoluções
- uma nova instância de IsotonicRegression
Método de fábrica para criar uma classe que agrupa uma nova operação IsotonicRegression usando tipos de saída padrão.
Parâmetros
escopo | escopo atual |
---|
entrada | Um tensor (batch_size, dim) que contém um lote de entradas. |
---|
Devoluções
- uma nova instância de IsotonicRegression
Saída pública <U> saída ()
Um tensor (batch_size, dim) que contém as soluções dos elementos por lote.
Saída pública < TInt32 > segmentos ()
Um tensor int32 (batch_size, dim) com os segmentos.
Exceto em caso de indicação contrária, o conteúdo desta página é licenciado de acordo com a Licença de atribuição 4.0 do Creative Commons, e as amostras de código são licenciadas de acordo com a Licença Apache 2.0. Para mais detalhes, consulte as políticas do site do Google Developers. Java é uma marca registrada da Oracle e/ou afiliadas.
Última atualização 2025-07-26 UTC.
[null,null,["Última atualização 2025-07-26 UTC."],[],[],null,["# IsotonicRegression\n\npublic final class **IsotonicRegression** \nSolves a batch of isotonic regression problems. \n\n### Constants\n\n|--------|-------------------------------------------------------------------------------|---------------------------------------------------------|\n| String | [OP_NAME](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression#OP_NAME) | The name of this op, as known by TensorFlow core engine |\n\n### Public Methods\n\n|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static \\\u003cU extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\u003e [IsotonicRegression](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression)\\\u003cU\\\u003e | [create](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression#create(org.tensorflow.op.Scope, org.tensorflow.Operand\u003c? extends org.tensorflow.types.family.TNumber\u003e, java.lang.Class\u003cU\u003e))([Scope](/jvm/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c? extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\u003e input, Class\\\u003cU\\\u003e outputDtype) Factory method to create a class wrapping a new IsotonicRegression operation. |\n| static [IsotonicRegression](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression)\\\u003c[TFloat32](/jvm/api_docs/java/org/tensorflow/types/TFloat32)\\\u003e | [create](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression#create(org.tensorflow.op.Scope, org.tensorflow.Operand\u003c? extends org.tensorflow.types.family.TNumber\u003e))([Scope](/jvm/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c? extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\u003e input) Factory method to create a class wrapping a new IsotonicRegression operation using default output types. |\n| [Output](/jvm/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [output](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression#output())() A (batch_size, dim)-tensor holding the per-batch element solutions. |\n| [Output](/jvm/api_docs/java/org/tensorflow/Output)\\\u003c[TInt32](/jvm/api_docs/java/org/tensorflow/types/TInt32)\\\u003e | [segments](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression#segments())() An int32 (batch_size, dim)-tensor with the segments. |\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: \"IsotonicRegression\"\n\nPublic Methods\n--------------\n\n#### public static [IsotonicRegression](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression)\\\u003cU\\\u003e\n**create**\n([Scope](/jvm/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c? extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\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](/jvm/api_docs/java/org/tensorflow/op/nn/IsotonicRegression)\\\u003c[TFloat32](/jvm/api_docs/java/org/tensorflow/types/TFloat32)\\\u003e\n**create**\n([Scope](/jvm/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c? extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\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](/jvm/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](/jvm/api_docs/java/org/tensorflow/Output)\\\u003c[TInt32](/jvm/api_docs/java/org/tensorflow/types/TInt32)\\\u003e\n**segments**\n()\n\nAn int32 (batch_size, dim)-tensor with the segments."]]