Struct DrugInteractionPrediction 

pub struct DrugInteractionPrediction { /* private fields */ }

Drug Interaction Prediction kernel.

Analyzes drug combinations for potential interactions using mechanism-of-action features and known interaction databases. Supports pairwise and higher-order (multi-drug) interactions.

Implementations

impl DrugInteractionPrediction

pub fn new() -> Self

Create a new Drug Interaction Prediction kernel.

pub fn predict( drugs: &[Drug], knowledge_base: &InteractionKnowledgeBase, config: &DrugInteractionConfig, ) -> DrugInteractionResult

Predict interactions for a set of drugs.

Trait Implementations

impl Clone for DrugInteractionPrediction

fn clone(&self) -> DrugInteractionPrediction

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DrugInteractionPrediction

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

Formats the value using the given formatter.

impl Default for DrugInteractionPrediction

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for DrugInteractionPrediction

fn metadata(&self) -> &KernelMetadata

Returns the kernel metadata.

fn validate(&self) -> Result<(), KernelError>

Validate kernel configuration.

fn id(&self) -> &str

Returns the kernel ID.

fn requires_gpu_native(&self) -> bool

Returns true if this kernel requires GPU-native execution.

fn health_check(&self) -> HealthStatus

Perform a health check on this kernel.

fn shutdown(&self) -> Result<(), KernelError>

Graceful shutdown of the kernel.

fn refresh_config(&mut self, _config: &KernelConfig) -> Result<(), KernelError>

Refresh kernel configuration at runtime.