Struct AgentDiffusion 

pub struct AgentDiffusion {
    pub config: AgentDiffusionConfig,
    pub state: AgentState,
}

Fields

config: AgentDiffusionConfig

state: AgentState

Implementations

impl AgentDiffusion

pub fn new(config: AgentDiffusionConfig) -> Self

pub fn new_random(config: AgentDiffusionConfig, spread: f64) -> Self

pub fn brownian_step(&mut self)

pub fn run_brownian(&mut self)

pub fn heat_kernel(&self, i: usize, j: usize, t: f64) -> f64

pub fn estimate_drift_diffusion( &self, trajectories: &[Vec<Vec<f64>>], ) -> Vec<DriftDiffusionDecomposition>

pub fn hmc_sample( &self, hmc_config: &HMCConfig, potential: &dyn PotentialEnergy, ) -> HMCResult

pub fn levy_flight( &self, _agent_idx: usize, alpha: f64, n_steps: usize, ) -> LevyFlight

pub fn spectral_decomposition( &self, adjacency: &DMatrix<f64>, ) -> Result<SpectralDecomposition, String>

pub fn position_distribution( &self, dim: usize, n_bins: usize, range: (f64, f64), ) -> DiscreteDistribution

pub fn covariance_tensor(&self) -> DiffusionTensor

pub fn mean_position(&self) -> Vec<f64>

pub fn mean_squared_displacement(&self) -> f64

pub fn reset(&mut self)