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Core Functions

Functions for generating and managing custom model specifications.

create_keras_sequential_spec()
Create a Custom Keras Sequential Model Specification for Tidymodels
create_keras_functional_spec()
Create a Custom Keras Functional API Model Specification for Tidymodels
inp_spec()
Remap Layer Block Arguments for Model Specification
remove_keras_spec()
Remove a Keras Model Specification and its Registrations

Registration Helpers

Functions for registering custom Keras components like loss functions, optimizers, and metrics.

register_keras_loss()
Register a Custom Keras Loss
register_keras_metric()
Register a Custom Keras Metric
register_keras_optimizer()
Register a Custom Keras Optimizer
keras_optimizers keras_losses keras_metrics
Dynamically Discovered Keras Objects