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  • Layers

    About Keras layers Core Layers Convolutional Layers Pooling Layers Locally-connected Layers Recurrent Layers Embedding Layers Merge Layers Advanced Activations Layers Norm...
  • CIFAR-10 CNN

    Train a simple deep CNN on the CIFAR10 small images dataset. Train a simple deep CNN on the CIFAR10 small images dataset. It gets to 75% validation accuracy in 25 epochs, and 7...
  • 贡献

    关于 Github Issues 和 Pull Requests 漏洞报告 请求新功能 请求贡献代码 Pull Requests 合并请求 添加新的样例 关于 Github Issues 和 Pull Requests 找到一个漏洞?有一个新的功能建议?想要对代码库做出贡献?请务必先阅读这些。 漏洞报告 你的代码不起作用,你确定问题在...
  • 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...
  • 可视化 Visualization

    模型可视化 训练历史可视化 模型可视化 keras.utils.vis_utils 模块提供了一些绘制 Keras 模型的实用功能(使用 graphviz )。 以下实例,将绘制一张模型图,并保存为文件: from keras . utils import plot_model plot_model ( model , to_fi...
  • Baby RNN

    Trains two recurrent neural networks based upon a story and a question. Notes Trains two recurrent neural networks based upon a story and a question. The resulting merged vect...
  • 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...
  • 3-3 High-level API: Demonstration

    3-3 High-level API: Demonstration 1. Linear Regression Model 2. DNN Binary Classification Model 3-3 High-level API: Demonstration The examples below use high-level APIs in Te...
  • 4-5 AutoGraph and tf.Module

    4-5 AutoGraph and tf.Module 1. Introduction to Autograph and tf.Module 2. Packaging Autograph Using tf.Module 3. tf.Module and tf.keras.Model ,tf.keras.layers.Layer 4-5 ...