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Keras 2 API 文档 /
层API
层API
基础层类
- Layer class
- weights property
- trainable_weights property
- non_trainable_weights property
- add_weight method
- trainable property
- get_weights method
- set_weights method
- get_config method
- add_loss method
- losses property
层激活函数
- relu function
- sigmoid function
- softmax function
- softplus function
- softsign function
- tanh function
- selu function
- elu function
- exponential function
层权重初始化器
- RandomNormal class
- RandomUniform class
- TruncatedNormal class
- Zeros class
- Ones class
- GlorotNormal class
- GlorotUniform class
- HeNormal class
- HeUniform class
- Identity class
- Orthogonal class
- Constant class
- VarianceScaling class
层权重正则化器
层权重约束
核心层
卷积层
- 一维卷积层
- Conv2D 层
- Conv3D层
- SeparableConv1D 层
- 可分离卷积2D层
- 深度可分离卷积2D层
- Conv1DTranspose 层
- Conv2DTranspose 层
- Conv3DTranspose 层
池化层
- MaxPooling1D层
- MaxPooling2D层
- MaxPooling3D 层
- AveragePooling1D层
- 平均池化2D层
- 平均池化3D层
- 一维全局最大池化层
- GlobalMaxPooling2D 层
- GlobalMaxPooling3D 层
- 全局平均池化1D层
- 全局平均池化2D层
- 全局平均池化3D层
循环层
预处理层
归一化层
正则化层
注意力层
重塑层
- 重塑层
- 平坦层
- RepeatVector 层
- Permute层
- Cropping1D 层
- 二维裁剪层
- 三维裁剪层
- UpSampling1D层
- UpSampling2D层
- UpSampling3D 层
- ZeroPadding1D 层
- ZeroPadding2D 层
- ZeroPadding3D层