chess_vector_engine::pattern_recognition

Struct AdvancedPatternRecognizer

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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

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