Index

A

accuracy() (torchray.benchmark.pointing_game.PointingGame property) aggregate() (torchray.benchmark.pointing_game.PointingGame method) apply() (torchray.attribution.extremal_perturbation.Perturbation method) as_class_ids() (torchray.benchmark.datasets.CocoDetection method) (torchray.benchmark.datasets.VOCDetection method) as_image_name() (torchray.benchmark.datasets.CocoDetection method) (torchray.benchmark.datasets.VOCDetection method)

as_image_size() (torchray.benchmark.datasets.CocoDetection method) (torchray.benchmark.datasets.VOCDetection method) as_mask() (torchray.benchmark.datasets.CocoDetection method) (torchray.benchmark.datasets.VOCDetection method) attach_debug_probes() (in module torchray.attribution.common)

B

BLUR_PERTURBATION (in module torchray.attribution.extremal_perturbation)

C

class_accuracies() (torchray.benchmark.pointing_game.PointingGame property) classes (torchray.benchmark.datasets.CocoDetection attribute) (torchray.benchmark.datasets.VOCDetection attribute) coco_as_class_ids() (in module torchray.benchmark.datasets) coco_as_image_size() (in module torchray.benchmark.datasets) coco_as_mask() (in module torchray.benchmark.datasets)

COCO_CLASSES (in module torchray.benchmark.datasets) CocoDetection (class in torchray.benchmark.datasets) collate() (torchray.benchmark.datasets.CocoDetection static method) (torchray.benchmark.datasets.VOCDetection static method) contrastive_excitation_backprop() (in module torchray.attribution.excitation_backprop) contrastive_reward() (in module torchray.attribution.extremal_perturbation)

D

data_from_mongo() (in module torchray.benchmark.logging) data_to_mongo() (in module torchray.benchmark.logging) deconvnet() (in module torchray.attribution.deconvnet)

DeConvNetContext (class in torchray.attribution.deconvnet) DELETE_VARIANT (in module torchray.attribution.extremal_perturbation) DUAL_VARIANT (in module torchray.attribution.extremal_perturbation)

E

evaluate() (torchray.benchmark.pointing_game.PointingGame method) (torchray.benchmark.pointing_game.PointingGameBenchmark method)

excitation_backprop() (in module torchray.attribution.excitation_backprop) ExcitationBackpropContext (class in torchray.attribution.excitation_backprop) extremal_perturbation() (in module torchray.attribution.extremal_perturbation)

F

FADE_PERTURBATION (in module torchray.attribution.extremal_perturbation)

full_classes (torchray.benchmark.datasets.ImageFolder attribute)

G

get_backward_gradient() (in module torchray.attribution.common) get_config() (in module torchray.utils) get_dataset() (in module torchray.benchmark.datasets) get_device() (in module torchray.utils) get_example_data() (in module torchray.benchmark) get_image_url() (torchray.benchmark.datasets.CocoDetection method) (torchray.benchmark.datasets.ImageFolder method) (torchray.benchmark.datasets.VOCDetection method) get_model() (in module torchray.benchmark.models)

get_module() (in module torchray.attribution.common) get_pointing_gradient() (in module torchray.attribution.common) get_transform() (in module torchray.benchmark.models) grad_cam() (in module torchray.attribution.grad_cam) gradient() (in module torchray.attribution.gradient) gradient_to_linear_approx_saliency() (in module torchray.attribution.linear_approx) gradient_to_saliency() (in module torchray.attribution.common) guided_backprop() (in module torchray.attribution.guided_backprop) GuidedBackpropContext (class in torchray.attribution.guided_backprop)

H

hits (torchray.benchmark.pointing_game.PointingGame attribute)

I

im_to_numpy() (in module torchray.utils) ImageFolder (class in torchray.benchmark.datasets) IMAGENET_CLASSES (in module torchray.benchmark.datasets) images() (torchray.benchmark.datasets.CocoDetection property)

imarraysc() (in module torchray.utils) imread() (in module torchray.utils) imsc() (in module torchray.utils) imsmooth() (in module torchray.utils) is_url() (in module torchray.utils)

L

last_lines() (in module torchray.benchmark.logging)

linear_approx() (in module torchray.attribution.linear_approx)

M

misses (torchray.benchmark.pointing_game.PointingGame attribute) mongo_connect() (in module torchray.benchmark.logging)

mongo_load() (in module torchray.benchmark.logging) mongo_save() (in module torchray.benchmark.logging)

P

Patch (class in torchray.attribution.common) Perturbation (class in torchray.attribution.extremal_perturbation) pil_to_tensor() (in module torchray.utils) plot_example() (in module torchray.benchmark)

PointingGame (class in torchray.benchmark.pointing_game) PointingGameBenchmark (class in torchray.benchmark.pointing_game) PRESERVE_VARIANT (in module torchray.attribution.extremal_perturbation) Probe (class in torchray.attribution.common) pyramid (torchray.attribution.extremal_perturbation.Perturbation attribute)

R

ReLUContext (class in torchray.attribution.common) remove() (torchray.attribution.common.Patch method) (torchray.attribution.common.Probe method) replace_module() (in module torchray.benchmark.models) resample() (in module torchray.utils)

reset() (torchray.benchmark.pointing_game.PointingGame method) resize_saliency() (in module torchray.attribution.common) resolve() (torchray.attribution.common.Patch static method) rise() (in module torchray.attribution.rise) rise_class() (in module torchray.attribution.rise)

S

saliency() (in module torchray.attribution.common) selection (torchray.benchmark.datasets.CocoDetection attribute) (torchray.benchmark.datasets.ImageFolder attribute) (torchray.benchmark.datasets.VOCDetection attribute)

simple_reward() (in module torchray.attribution.extremal_perturbation)

T

tensor_to_im() (in module torchray.utils) to() (torchray.attribution.extremal_perturbation.Perturbation method) torchray.attribution.common (module) torchray.attribution.deconvnet (module) torchray.attribution.excitation_backprop (module) torchray.attribution.extremal_perturbation (module) torchray.attribution.grad_cam (module) torchray.attribution.gradient (module)

torchray.attribution.guided_backprop (module) torchray.attribution.linear_approx (module) torchray.attribution.rise (module) torchray.benchmark (module) torchray.benchmark.datasets (module) torchray.benchmark.logging (module) torchray.benchmark.models (module) torchray.benchmark.pointing_game (module) torchray.utils (module)

V

voc_as_class_ids() (in module torchray.benchmark.datasets) voc_as_image_size() (in module torchray.benchmark.datasets)

voc_as_mask() (in module torchray.benchmark.datasets) VOC_CLASSES (in module torchray.benchmark.datasets) VOCDetection (class in torchray.benchmark.datasets)

X

xmkdir() (in module torchray.utils)