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Add missing explainers to Explainers enum #34

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Jan 10, 2023
Merged

Add missing explainers to Explainers enum #34

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18 changes: 18 additions & 0 deletions autoxai/context_manager.py
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Original file line number Diff line number Diff line change
Expand Up @@ -24,17 +24,26 @@

from autoxai import explainer
from autoxai.explainer import (
DeconvolutionCVExplainer,
DeepLIFTCVExplainer,
DeepLIFTSHAPCVExplainer,
GradientSHAPCVExplainer,
GuidedGradCAMCVExplainer,
InputXGradientCVExplainer,
IntegratedGradientsCVExplainer,
LayerConductanceCVExplainer,
LayerDeepLIFTCVExplainer,
LayerDeepLIFTSHAPCVExplainer,
LayerGradCAMCVExplainer,
LayerGradientSHAPCVExplainer,
LayerInputXGradientCVExplainer,
LayerIntegratedGradientsCVExplainer,
LayerLRPCVExplainer,
LayerNoiseTunnelCVExplainer,
LRPCVExplainer,
NoiseTunnelCVExplainer,
OcculusionCVExplainer,
SaliencyCVExplainer,
)
from autoxai.explainer.base_explainer import CVExplainerT
from autoxai.logger import create_logger
Expand Down Expand Up @@ -67,6 +76,15 @@ class Explainers(Enum):
CV_LAYER_GRADIENT_SHAP_EXPLAINER: str = LayerGradientSHAPCVExplainer.__name__
CV_LAYER_LRP_EXPLAINER: str = LayerLRPCVExplainer.__name__
CV_LAYER_GRADCAM_EXPLAINER: str = LayerGradCAMCVExplainer.__name__
CV_INPUT_X_GRADIENT_EXPLAINER: str = InputXGradientCVExplainer.__name__
CV_LAYER_INPUT_X_GRADIENT_EXPLAINER: str = LayerInputXGradientCVExplainer.__name__
CV_DEEPLIFT_EXPLAINER: str = DeepLIFTCVExplainer.__name__
CV_LAYER_DEEPLIFT_EXPLAINER: str = LayerDeepLIFTCVExplainer.__name__
CV_DEEPLIFT_SHAP_EXPLAINER: str = DeepLIFTSHAPCVExplainer.__name__
CV_LAYER_DEEPLIFT_SHAP_EXPLAINER: str = LayerDeepLIFTSHAPCVExplainer.__name__
CV_DECONVOLUTION_EXPLAINER: str = DeconvolutionCVExplainer.__name__
CV_LAYER_CONDUCTANCE_EXPLAINER: str = LayerConductanceCVExplainer.__name__
CV_SALIENCY_EXPLAINER: str = SaliencyCVExplainer.__name__


@dataclass
Expand Down