# 层空间

### 层空间

#### 激活层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/ActivationLayerSpace.java)

#### 自编码器层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/AutoEncoderLayerSpace.java)

用于自编码器的层空间

#### 批量规一化空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/BatchNormalizationSpace.java)

用于批量规一化的层空间

#### 双向的

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/Bidirectional.java)

双向层包装器。可以用同样的方式包装现有的层空间。

#### 卷积层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/ConvolutionLayerSpace.java)

用于卷积层的层空间

#### 稠密层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/DenseLayerSpace.java)

用于稠密层空间的层超参数配置空间 (多层感知器层)

#### 嵌入式层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/EmbeddingLayerSpace.java)

#### 全局池化层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/GlobalPoolingLayerSpace.java)

#### 格拉夫双向长短记忆网络层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/GravesBidirectionalLSTMLayerSpace.java)

用于双向长短记忆网络层的层空间

#### 格拉夫长短记忆网络层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/GravesLSTMLayerSpace.java)

用于长短记忆层的层空间

#### 长短记忆网络层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/LSTMLayerSpace.java)

用于长短记忆层的层空间

#### 基于八叉树的卷积神经网络层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/OCNNLayerSpace.java)

使用隐藏层大小代替

**numHidden**

```java
public Builder numHidden(int numHidden)
```

使用隐藏层大小代替

* 参数  numHidden
* return

#### 输出层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/OutputLayerSpace.java)

用于输出层的层超参数配置空间

#### 循环神经网络层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/RnnOutputLayerSpace.java)

循环神经网络输出层的层超参数配置空间

#### 子采样层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/SubsamplingLayerSpace.java)

用于子采样层的层超参数配置空间

#### 变分自编码层空间

[\[源码\]](https://github.com/deeplearning4j/deeplearning4j/tree/master/arbiter/arbiter-deeplearning4j/src/main/java/org/deeplearning4j/arbiter/layers/VariationalAutoencoderLayerSpace.java)