======================================== Attribution Methods ======================================== time_interpret expands on Captum by providing time series specific attribution methods. These methods are listed below: Summary ======================================== .. autosummary:: tint.attr.AugmentedOcclusion tint.attr.BayesKernelShap tint.attr.BayesLime tint.attr.DiscretetizedIntegratedGradients tint.attr.DynaMask tint.attr.ExtremalMask tint.attr.FeatureAblation tint.attr.Fit tint.attr.GeodesicIntegratedGradients tint.attr.LofKernelShap tint.attr.LofLime tint.attr.NonLinearitiesTunnel tint.attr.Occlusion tint.attr.Retain tint.attr.SequentialIntegratedGradients tint.attr.TemporalAugmentedOcclusion tint.attr.TemporalIntegratedGradients tint.attr.TemporalOcclusion tint.attr.TimeForwardTunnel Detailed classes and methods ======================================== .. automodule:: tint.attr :members: