seqgra.evaluator.explainer.backprop module¶

class DeconvExplainer(model)[source]¶

class GradxInputExplainer(model)[source]¶

class GuidedBackpropExplainer(model)[source]¶

class IntegrateGradExplainer(model, steps=100)[source]¶

class NonlinearIntegrateGradExplainer(model, data, k=5, reference=None, path_generator=None)[source]¶

class SaliencyExplainer(model)[source]¶

class SmoothGradExplainer(base_explainer, stdev_spread=0.15, nsamples=25, magnitude=True)[source]¶

Bases: object

class VanillaDifferenceGradExplainer(model)[source]¶

Bases: object

class VanillaGradExplainer(model)[source]¶

Bases: object