seqgra.evaluator.gradientbased package

seqgra evaluator hierarchy - gradient-based feature importance evaluators (FIE)

Classes:

• GradientBasedEvaluator: abstract class for all gradient-based feature importance evaluators

• AbstractDifferenceGradientEvaluator: abstract class for difference-based gradient-based feature importance evaluators

• AbstractGradientEvaluator: abstract class for baseline-based gradient-based feature importance evaluators

• ContrastiveExcitationBackpropEvaluator: contrastive excitation backprop FIE

• DeconvEvaluator: deconvolution FIE

• DeepLiftEvaluator: DeepLIFT FIE

• DifferenceGradientEvaluator: difference gradient FIE

• ExcitationBackpropEvaluator: excitation backprop FIE

• FeedbackEvaluator: feedback FIE

• GradCamGradientEvaluator: GradCAM FIE

• DifferenceGradientEvaluator: difference gradient FIE

• GradientxInputEvaluator: gradient times input FIE

• GuidedBackpropEvaluator: guided backprop FIE

• IntegratedGradientEvaluator: Integrated Gradients FIE

• NonlinearIntegratedGradientEvaluator: nonlinear Integrated Gradients FIE

• SaliencyEvaluator: absolute gradient (saliency) FIE

• SmoothGradEvaluator: smooth grad FIE

Submodules

• seqgra.evaluator.gradientbased.abstractdifferencegradientevaluator module
• seqgra.evaluator.gradientbased.abstractgradientevaluator module
• seqgra.evaluator.gradientbased.contrastiveexcitationbackpropevaluator module
• seqgra.evaluator.gradientbased.deconvevaluator module
• seqgra.evaluator.gradientbased.deepliftevaluator module
• seqgra.evaluator.gradientbased.differencegradientevaluator module
• seqgra.evaluator.gradientbased.ebphelper module
• seqgra.evaluator.gradientbased.excitationbackpropevaluator module
• seqgra.evaluator.gradientbased.feedbackevaluator module
• seqgra.evaluator.gradientbased.gradcamgradientevaluator module
• seqgra.evaluator.gradientbased.gradientbasedevaluator module
• seqgra.evaluator.gradientbased.gradientevaluator module
• seqgra.evaluator.gradientbased.gradientxinputevaluator module
• seqgra.evaluator.gradientbased.guidedbackpropevaluator module
• seqgra.evaluator.gradientbased.integratedgradientevaluator module
• seqgra.evaluator.gradientbased.nonlinearintegratedgradientevaluator module
• seqgra.evaluator.gradientbased.saliencyevaluator module
• seqgra.evaluator.gradientbased.smoothgradevaluator module