chess_vector_engine::pattern_recognition

Struct AdvancedPatternRecognizer

pub struct AdvancedPatternRecognizer { /* private fields */ }

Expand description

Advanced pattern recognition system for chess positions

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impl AdvancedPatternRecognizer

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pub fn new() -> Self

Create a new pattern recognizer

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pub fn analyze_patterns(&self, board: &Board) -> Result<PatternAnalysisResult>

Analyze all patterns in a position

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pub fn encode_patterns(&self, board: &Board) -> Result<Array1<f32>>

Compute vector representation of patterns

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pub fn train_patterns(&self, training_data: &[(Board, f32)]) -> Result<()>

Train the pattern recognizer with position-evaluation pairs

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pub fn get_statistics(&self) -> PatternRecognitionStats

Get pattern recognition statistics

Trait Implementations§

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impl Default for AdvancedPatternRecognizer

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fn default() -> Self

Returns the “default value” for a type. Read more

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impl PatternEvaluator for AdvancedPatternRecognizer

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fn evaluate_position(&self, board: &Board) -> Result<EvaluationComponent>

Auto Trait Implementations§

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impl UnwindSafe for AdvancedPatternRecognizer

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impl<T> Any for T
where T: 'static + ?Sized,

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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

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fn instrument(self, span: Span) -> Instrumented<Self>

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