Index

A

AdvancedLRPAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) aggregate_and_normalize_relevancemap_rgb() (in module signxai.common.visualization) analyze() (signxai.torch_signxai.methods.zennit_impl.AdvancedLRPAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.DeepTaylorAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GradCAMAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GradientAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GradientXInputAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GradientXSignAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GuidedBackpropAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.IntegratedGradientsAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.LRPAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.LRPSequential method) (signxai.torch_signxai.methods.zennit_impl.SmoothGradAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.VarGradAnalyzer method)

B

batch_to_numpy() (in module signxai.utils)

C

calculate_explanation_innvestigate() (in module signxai.utils) (in module signxai.utils.utils) calculate_grad_cam_relevancemap() (in module signxai.tf_signxai.methods.grad_cam) calculate_grad_cam_relevancemap_timeseries() (in module signxai.tf_signxai.methods.grad_cam) calculate_relevancemap() (in module signxai.tf_signxai) (in module signxai.torch_signxai) (in module signxai.torch_signxai.methods.wrappers)

calculate_relevancemaps() (in module signxai.tf_signxai) (in module signxai.torch_signxai) (in module signxai.torch_signxai.methods.wrappers) calculate_sign_mu() (in module signxai.tf_signxai.methods.signed) (in module signxai.torch_signxai.methods.signed)

D

DeepTaylorAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) detect_framework() (in module signxai.common)

download_image() (in module signxai.utils) download_model() (in module signxai.utils)

E

ensure_batch_dimension() (in module signxai.utils)

ensure_dir() (in module signxai.utils)

F

forward() (signxai.torch_signxai.utils.NoSoftmaxWrapper method)

G

GradCAMAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) gradient() (in module signxai.tf_signxai.methods.wrappers) gradient_x_sign() (in module signxai.tf_signxai.methods.signed) gradient_x_sign_mu() (in module signxai.tf_signxai.methods.signed) GradientAnalyzer (class in signxai.torch_signxai.methods.zennit_impl)

GradientXInputAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) GradientXSignAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) guided_backprop() (in module signxai.tf_signxai.methods.guided_backprop) guided_backprop_on_guided_model() (in module signxai.tf_signxai.methods.guided_backprop) GuidedBackpropAnalyzer (class in signxai.torch_signxai.methods.zennit_impl)

I

input_t_gradient() (in module signxai.tf_signxai.methods.wrappers)

integrated_gradients() (in module signxai.tf_signxai.methods.wrappers) IntegratedGradientsAnalyzer (class in signxai.torch_signxai.methods.zennit_impl)

L

load_image() (in module signxai.utils)

LRPAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) LRPSequential (class in signxai.torch_signxai.methods.zennit_impl)

M

module signxai.common signxai.common.validation signxai.common.visualization signxai.tf_signxai signxai.tf_signxai.methods.grad_cam signxai.tf_signxai.methods.guided_backprop signxai.tf_signxai.methods.signed signxai.tf_signxai.methods.wrappers signxai.torch_signxai signxai.torch_signxai.methods.signed signxai.torch_signxai.methods.wrappers signxai.torch_signxai.methods.zennit_impl signxai.torch_signxai.utils signxai.utils signxai.utils.utils

N

normalize_heatmap() (in module signxai.utils) normalize_relevance_map() (in module signxai.common.visualization)

NoSoftmaxWrapper (class in signxai.torch_signxai.utils) numpy_to_torch() (in module signxai.utils)

O

overlay_heatmap() (in module signxai.common.visualization)

P

plot_comparison() (in module signxai.utils)

plot_relevancemap() (in module signxai.utils)

R

relevance_to_heatmap() (in module signxai.common.visualization) remove_softmax() (in module signxai.torch_signxai.utils) (in module signxai.utils) (in module signxai.utils.utils)

S

signxai.common module signxai.common.validation module signxai.common.visualization module signxai.tf_signxai module signxai.tf_signxai.methods.grad_cam module signxai.tf_signxai.methods.guided_backprop module signxai.tf_signxai.methods.signed module signxai.tf_signxai.methods.wrappers module

signxai.torch_signxai module signxai.torch_signxai.methods.signed module signxai.torch_signxai.methods.wrappers module signxai.torch_signxai.methods.zennit_impl module signxai.torch_signxai.utils module signxai.utils module signxai.utils.utils module smoothgrad() (in module signxai.tf_signxai.methods.wrappers) SmoothGradAnalyzer (class in signxai.torch_signxai.methods.zennit_impl)

T

torch_to_numpy() (in module signxai.utils)

V

validate_input() (in module signxai.common.validation) validate_model() (in module signxai.common.validation)

VarGradAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) visualize_comparison() (in module signxai.common.visualization)