feature_attribution.rst

Feature Attribution

inseq.attr.FeatureAttribution

Gradient Attribution Methods

inseq.attr.feat.GradientAttributionRegistry

inseq.attr.feat.DeepLiftAttribution

Warning

The DiscretizedIntegratedGradientsAttribution class is currently exhibiting inconsistent behavior, so usage should be limited until further notice. See PR # 114 for additional info.

inseq.attr.feat.DiscretizedIntegratedGradientsAttribution

inseq.attr.feat.IntegratedGradientsAttribution

inseq.attr.feat.InputXGradientAttribution

inseq.attr.feat.SaliencyAttribution

Layer Attribution Methods

inseq.attr.feat.LayerIntegratedGradientsAttribution

inseq.attr.feat.LayerGradientXActivationAttribution

inseq.attr.feat.LayerDeepLiftAttribution

Attention Attribution Methods

inseq.attr.feat.AttentionAttributionRegistry

inseq.attr.feat.AttentionAttribution