GUIDES_MASTER = {
"path": "guides/",
"title": "Developer guides",
"toc": True,
"children": [
{
"path": "functional_api",
"title": "The Functional API",
},
{
"path": "sequential_model",
"title": "The Sequential model",
},
{
"path": "making_new_layers_and_models_via_subclassing",
"title": "Making new layers & models via subclassing",
},
{
"path": "training_with_built_in_methods",
"title": "Training & evaluation with the built-in methods",
},
{
"path": "custom_train_step_in_jax",
"title": "Customizing `fit()` with JAX",
},
{
"path": "custom_train_step_in_tensorflow",
"title": "Customizing `fit()` with TensorFlow",
},
{
"path": "custom_train_step_in_torch",
"title": "Customizing `fit()` with PyTorch",
},
{
"path": "writing_a_custom_training_loop_in_jax",
"title": "Writing a custom training loop in JAX",
},
{
"path": "writing_a_custom_training_loop_in_tensorflow",
"title": "Writing a custom training loop in TensorFlow",
},
{
"path": "writing_a_custom_training_loop_in_torch",
"title": "Writing a custom training loop in PyTorch",
},
{
"path": "serialization_and_saving",
"title": "Serialization & saving",
},
{
"path": "customizing_saving_and_serialization",
"title": "Customizing saving & serialization",
},
{
"path": "writing_your_own_callbacks",
"title": "Writing your own callbacks",
},
{
"path": "transfer_learning",
"title": "Transfer learning & fine-tuning",
},
{
"path": "distributed_training_with_jax",
"title": "Distributed training with JAX",
},
{
"path": "distributed_training_with_tensorflow",
"title": "Distributed training with TensorFlow",
},
{
"path": "distributed_training_with_torch",
"title": "Distributed training with PyTorch",
},
{
"path": "distribution",
"title": "Distributed training with Keras 3",
},
{
"path": "migrating_to_keras_3",
"title": "Migrating Keras 2 code to Keras 3",
},
{
"path": "keras_nnx_guide",
"title": "How to use Keras with NNX backend",
},
{
"path": "orbax_checkpoint",
"title": "Orbax Checkpointing in Keras",
},
{
"path": "quantization_overview",
"title": "Quantization in Keras",
},
{
"path": "int8_quantization_in_keras",
"title": "8-bit integer quantization in Keras",
},
{
"path": "int4_quantization_in_keras",
"title": "4-bit integer quantization in Keras",
}
,
{
"path": "gptq_quantization_in_keras",
"title": "GPTQ quantization in Keras",
},
{
"path": "writing_quantization_compatible_layers",
"title": "Writing quantization-compatible layers in Keras",
}
],
}