A Bridge Between 'keras' and 'tidymodels'
Compile Keras Models Over a Grid of Hyperparameters
Create a Custom Keras Functional API Model Specification for Tidymodel...
Create a Custom Keras Sequential Model Specification for Tidymodels
Extract Keras Training History
Extract Keras Model from a Fitted Kerasnip Object
Process Predictor Input for Keras
Extract Valid Grid from Compilation Results
Internal Fitting Engine for Functional API Models
Internal Fitting Engine for Sequential API Models
Get Parsnip's Model Environment
Inform About Compilation Errors
Remap Layer Block Arguments for Model Specification
Evaluate a Kerasnip Model
Dynamically Discovered Keras Objects
Dials Parameter for Keras Loss Functions
Check if a Kerasnip Model Specification Exists
Dials Parameter for Keras Optimizers
Process Predictor Input for Keras (Functional API)
Process Outcome Input for Keras (Functional API)
Process Outcome Input for Keras
Register a Custom Keras Loss
Register a Custom Keras Metric
Register a Custom Keras Optimizer
Remove a Keras Model Specification and its Registrations
Collapse Predictors into a single list-column
Provides a seamless bridge between 'keras' and the 'tidymodels' frameworks. It allows for the dynamic creation of 'parsnip' model specifications for 'keras' models.