lczerolens.xai.concepts

Concepts module.

Abstract Concepts

class lczerolens.xai.BinaryConcept

Class for binary concept-based XAI methods.

static compute_metrics(predictions, labels)

Compute the metrics for a given model and input.

Material Concepts

All concepts related to material.

class lczerolens.xai.HasPieceConcept(piece: str, relative: bool = True)

Class for material concept-based XAI methods.

compute_label(board: Board) → int

Compute the label for a given model and input.

class lczerolens.xai.HasMaterialAdvantageConcept(relative: bool = True)

Class for material concept-based XAI methods.

piece_values

The piece values.

Type:

Dict[int, int]

compute_label(board: Board, piece_values: Dict[int, int] | None = None) → int

Compute the label for a given model and input.

Threat Concepts

All concepts related to threats.

class lczerolens.xai.HasThreatConcept(piece: str, relative: bool = True)

Class for material concept-based XAI methods.

compute_label(board: Board) → int

Compute the label for a given model and input.

class lczerolens.xai.HasMateThreatConcept

Class for material concept-based XAI methods.

compute_label(board: Board) → int

Compute the label for a given model and input.