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  • 优化器optimizers

    优化器optimizers 所有优化器都可用的参数 SGD 参数 RMSprop 参数 Adagrad Adagrad Adadelta 参数 参考文献 Adam 参数 参考文献 Adamax 参数 参考文献 Nadam 参数 参考文献 TFOptimizer 优化器optimizers 优化器是编译Keras...
  • Baby MemNN

    Trains a memory network on the bAbI dataset. Trains a memory network on the bAbI dataset. References: Jason Weston, Antoine Bordes, Sumit Chopra, Tomas Mikolov, Alexander M. ...
  • 激活函数 Activations

    激活函数的用法 预定义激活函数 softmax elu selu softplus softsign relu tanh sigmoid hard_sigmoid exponential linear 高级激活函数 激活函数的用法 激活函数可以通过设置单独的激活层实现,也可以在构造层对象时通过传递 activation 参...
  • 1D CNN for text classification

    This example demonstrates the use of Convolution1D for text classification. This example demonstrates the use of Convolution1D for text classification. Gets to 0.89 test accura...
  • Guide to the Functional API

    Getting started with the Keras functional API First example: a densely-connected network All models are callable, just like layers Multi-input and multi-output models Shared lay...
  • 优化器 Optimizers

    优化器的用法 Keras 优化器的公共参数 SGD RMSprop Adagrad Adadelta Adam Adamax Nadam 优化器的用法 优化器 (optimizer) 是编译 Keras 模型的所需的两个参数之一: from keras import optimizers model = Sequ...
  • 卷积层 Convolutional

    Conv1D Conv2D SeparableConv2D Conv2DTranspose Conv3D Cropping1D Cropping2D Cropping3D UpSampling1D UpSampling2D UpSampling3D ZeroPadding1D ZeroPadding2D ZeroPadding3D ...
  • 模型可视化

    模型可视化 模型可视化 keras.utils.vis_utils 模块提供了画出Keras模型的函数(利用graphviz) 该函数将画出模型结构图,并保存成图片: from keras . utils import plot_model plot_model ( model , to_file = 'model.png' ) ...
  • CIFAR-10 ResNet

    Trains a ResNet on the CIFAR10 dataset. Trains a ResNet on the CIFAR10 dataset. ResNet v1:Deep Residual Learning for Image Recognition ResNet v2:Identity Mappings in Deep Res...
  • 工具

    CustomObjectScope HDF5Matrix Sequence to_categorical normalize get_file print_summary plot_model multi_gpu_model [source] CustomObjectScope keras . utils . CustomObje...