Struct GradientDescent 

pub struct GradientDescent {
    pub module_entropy: HashMap<ModuleId, f64>,
    pub branch_factor: HashMap<ModuleId, f64>,
    pub test_coverage: HashMap<ModuleId, f64>,
}

Engine for computing entropy-reducing suggestions.

Fields

module_entropy: HashMap<ModuleId, f64>

Current entropy per module.

branch_factor: HashMap<ModuleId, f64>

Branching factor per module (e.g. cyclomatic complexity).

test_coverage: HashMap<ModuleId, f64>

Test coverage per module ∈ [0, 1].

Implementations

impl GradientDescent

pub fn new() -> Self

Create a new gradient descent engine.

pub fn with_entropy(self, module: &str, h: f64) -> Self

Set entropy for a module.

pub fn with_branches(self, module: &str, b: f64) -> Self

Set branching factor for a module.

pub fn with_coverage(self, module: &str, c: f64) -> Self

Set test coverage for a module.

pub fn gradient(&self) -> Vec<(ModuleId, f64)>

Compute the entropy gradient: partial derivative of total H w.r.t. each module.

Higher gradient → more entropy reduction potential.

pub fn suggest(&self) -> Vec<GradientSuggestion>

Generate actionable suggestions sorted by expected impact.

Trait Implementations

impl Clone for GradientDescent

fn clone(&self) -> GradientDescent

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GradientDescent

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

Formats the value using the given formatter.