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Keras Table of Contents


Table of Content
 

 

Keras Basics

  • You have just found Keras.
  • Multi-backend Keras and tf.keras
  • Guiding principles
  • Installation
  • Configuring Keras backend

Using Keras

  • Sequential model
  • Functional API

Models

  • About Keras models
  • Sequential
  • Model (functional API)

Layers

  • About Keras layers
  • Core Layers
  • Convolutional Layers
  • Pooling Layers
  • Locally-connected Layers
  • Recurrent Layers
  • Embedding Layers
  • Merge Layers
  • Advanced Activations Layers
  • Normalization Layers
  • Noise layers
  • Layer wrappers
  • Writing your own Keras layers

Preprocessing

  • Sequence Preprocessing
  • Text Preprocessing
  • Image Preprocessing
  • Losses
  • Metrics
  • Optimizers
  • Activations
  • Callbacks
  • Datasets
  • Applications
  • Backend
  • Initializers
  • Regularizers
  • Constraints
  • Visualization
  • Scikit-learn API
  • Utils



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