About Keras Getting started Developer guides Code examples Keras 3 API documentation Keras 2 API documentation Models API The Model class The Sequential class Model training APIs Saving & serialization Layers API Callbacks API Optimizers Metrics Losses Data loading Built-in small datasets Keras Applications Mixed precision Utilities KerasTuner: Hyperparam Tuning KerasHub: Pretrained Models
► Keras 2 API documentation / Models API

Models API

The Model class

  • Model class
  • summary method
  • get_layer method

The Sequential class

  • Sequential class
  • add method
  • pop method

Model training APIs

  • compile method
  • fit method
  • evaluate method
  • predict method
  • train_on_batch method
  • test_on_batch method
  • predict_on_batch method
  • run_eagerly property

Saving & serialization

  • Whole model saving & loading
  • Weights-only saving & loading
  • Model config serialization
  • Model export for inference
  • Serialization utilities
Models API
The Model class
The Sequential class
Model training APIs
Saving & serialization
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