Struct VisualizationEngine 

pub struct VisualizationEngine {
    pub output_format: OutputFormat,
    pub color_scheme: ColorScheme,
    pub figure_size: (f64, f64),
}

Main visualization engine for creating plots from numerical data

Fields

output_format: OutputFormat

Output format preference

color_scheme: ColorScheme

Color scheme

figure_size: (f64, f64)

Figure size

Implementations

impl VisualizationEngine

pub fn new() -> Self

Create a new visualization engine

pub fn create_phase_spaceplot<F: IntegrateFloat>( &self, ode_result: &ODEResult<F>, x_index: usize, y_index: usize, ) -> IntegrateResult<PhaseSpacePlot>

Create phase space plot from ODE result

pub fn create_bifurcation_diagram( &self, bifurcation_points: &[BifurcationPoint], parameter_range: (f64, f64), n_points: usize, ) -> IntegrateResult<BifurcationDiagram>

Create bifurcation diagram from analysis results

pub fn create_vector_fieldplot<F>( &self, system: F, x_range: (f64, f64), y_range: (f64, f64), grid_size: (usize, usize), ) -> IntegrateResult<VectorFieldPlot>

where F: Fn(&Array1<f64>) -> Array1<f64>,

Create vector field plot for 2D dynamical systems

pub fn create_basinplot( _basinanalysis: &BasinAnalysis, ) -> IntegrateResult<HeatMapPlot>

Create basin of attraction visualization

pub fn render_asciiplot( data: &[(f64, f64)], width: usize, height: usize, ) -> String

Generate ASCII art representation of a 2D plot

pub fn export_csv(plot: &PhaseSpacePlot) -> IntegrateResult<String>

Export plot data to CSV format

pub fn create_learning_curve( &self, iterations: &[usize], values: &[f64], title: &str, ) -> IntegrateResult<PhaseSpacePlot>

Create learning curve plot for optimization algorithms

pub fn create_convergenceplot( &self, step_sizes: &[f64], errors: &[f64], theoretical_order: f64, ) -> IntegrateResult<PhaseSpacePlot>

Create convergence analysis plot

pub fn create_parameter_exploration( &self, param_ranges: &[(f64, f64)], param_names: &[String], evaluation_function: &dyn Fn(&[f64]) -> f64, resolution: usize, ) -> IntegrateResult<ParameterExplorationPlot>

Create interactive parameter space exploration plot

pub fn create_real_time_bifurcation( &self, system: &dyn Fn(&Array1<f64>, f64) -> Array1<f64>, parameter_range: (f64, f64), initial_conditions: &[Array1<f64>], transient_steps: usize, record_steps: usize, ) -> IntegrateResult<RealTimeBifurcationPlot>

Create real-time bifurcation diagram

pub fn create_3d_phase_space<F: IntegrateFloat>( &self, ode_result: &ODEResult<F>, x_index: usize, y_index: usize, z_index: usize, ) -> IntegrateResult<PhaseSpace3D>

Create 3D phase space trajectory

pub fn create_sensitivity_analysis( &self, base_parameters: &[f64], parameter_names: &[String], sensitivity_function: &dyn Fn(&[f64]) -> f64, perturbation_percent: f64, ) -> IntegrateResult<SensitivityPlot>

Create interactive sensitivity analysis plot

Trait Implementations

impl Clone for VisualizationEngine

fn clone(&self) -> VisualizationEngine

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for VisualizationEngine

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for VisualizationEngine

fn default() -> Self

Returns the “default value” for a type.