Struct NeuralModel 

pub struct NeuralModel { /* private fields */ }

Neural model for time series forecasting

Implementations

impl NeuralModel

pub fn instance_of<V: NapiRaw>(env: Env, value: V) -> Result<bool>

impl NeuralModel

pub fn into_reference( val: NeuralModel, env: Env, ) -> Result<Reference<NeuralModel>>

pub fn into_instance(self, env: Env) -> Result<ClassInstance<NeuralModel>>

impl NeuralModel

pub fn new(config: ModelConfig) -> Self

Create a new neural model

pub async fn train( &self, data: Vec<f64>, _targets: Vec<f64>, training_config: TrainingConfig, ) -> Result<Vec<TrainingMetrics>>

Train the model on historical data

pub async fn predict(&self, input_data: Vec<f64>) -> Result<PredictionResult>

Make predictions

pub async fn save(&self, path: String) -> Result<String>

Save model to disk

pub async fn load(&self, path: String) -> Result<()>

Load model from disk

pub async fn get_info(&self) -> Result<String>

Get model info as JSON string

Trait Implementations

impl FromNapiMutRef for NeuralModel

unsafe fn from_napi_mut_ref( env: napi_env, napi_val: napi_value, ) -> Result<&'static mut Self>

Safety

impl FromNapiRef for NeuralModel

unsafe fn from_napi_ref( env: napi_env, napi_val: napi_value, ) -> Result<&'static Self>

Safety

impl FromNapiValue for &NeuralModel

unsafe fn from_napi_value(env: napi_env, napi_val: napi_value) -> Result<Self>

Safety

fn from_unknown(value: JsUnknown) -> Result<Self, Error>

impl FromNapiValue for &mut NeuralModel

unsafe fn from_napi_value(env: napi_env, napi_val: napi_value) -> Result<Self>

Safety

fn from_unknown(value: JsUnknown) -> Result<Self, Error>

impl ObjectFinalize for NeuralModel

fn finalize(self, env: Env) -> Result<(), Error>

impl ToNapiValue for NeuralModel

unsafe fn to_napi_value(env: napi_env, val: NeuralModel) -> Result<napi_value>

Safety

impl TypeName for &NeuralModel

fn type_name() -> &'static str

fn value_type() -> ValueType

impl TypeName for &mut NeuralModel

fn type_name() -> &'static str

fn value_type() -> ValueType

impl TypeName for NeuralModel

fn type_name() -> &'static str

fn value_type() -> ValueType

impl ValidateNapiValue for &NeuralModel

unsafe fn validate(env: napi_env, napi_val: napi_value) -> Result<napi_value>

Safety

impl ValidateNapiValue for &mut NeuralModel

unsafe fn validate(env: napi_env, napi_val: napi_value) -> Result<napi_value>

Safety