Struct ModelPersistence

pub struct ModelPersistence;

Model persistence operations

Implementations

impl ModelPersistence

pub fn save_to_json<P: AsRef<Path>>( model: &SavedModel, path: P, ) -> Result<(), PersistenceError>

Save model to JSON format (human-readable)

pub fn load_from_json<P: AsRef<Path>>( path: P, ) -> Result<SavedModel, PersistenceError>

Load model from JSON format

pub fn save_to_binary<P: AsRef<Path>>( model: &SavedModel, path: P, ) -> Result<(), PersistenceError>

Save model to binary format (compact and fast)

pub fn load_from_binary<P: AsRef<Path>>( path: P, ) -> Result<SavedModel, PersistenceError>

Load model from binary format

pub fn create_saved_model( network: &LSTMNetwork, model_name: String, total_epochs: usize, final_loss: Option<f64>, description: Option<String>, ) -> SavedModel

Create a model with metadata