pub struct NeuralODE {
pub weights: Array1<f64>,
pub state: Array1<f64>,
pub dt: f64,
}Expand description
Neural ODE system for optimization
Fields§
§weights: Array1<f64>Network parameters (weights)
state: Array1<f64>System state
dt: f64Time step
Implementations§
Source§impl NeuralODE
impl NeuralODE
Sourcepub fn compute_derivative(
&self,
state: &ArrayView1<'_, f64>,
objective_gradient: &ArrayView1<'_, f64>,
) -> Array1<f64>
pub fn compute_derivative( &self, state: &ArrayView1<'_, f64>, objective_gradient: &ArrayView1<'_, f64>, ) -> Array1<f64>
Compute state derivative
Sourcepub fn integrate_step(&mut self, objective_gradient: &ArrayView1<'_, f64>)
pub fn integrate_step(&mut self, objective_gradient: &ArrayView1<'_, f64>)
Integrate one step using Euler method
Sourcepub fn get_parameters(&self) -> &Array1<f64>
pub fn get_parameters(&self) -> &Array1<f64>
Get current state as parameter estimate
Sourcepub fn set_initial_state(&mut self, initial_state: &ArrayView1<'_, f64>)
pub fn set_initial_state(&mut self, initial_state: &ArrayView1<'_, f64>)
Set initial state
Trait Implementations§
Auto Trait Implementations§
impl Freeze for NeuralODE
impl RefUnwindSafe for NeuralODE
impl Send for NeuralODE
impl Sync for NeuralODE
impl Unpin for NeuralODE
impl UnwindSafe for NeuralODE
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