Index

A

adaptive_loader (class in image_classifier_3d.data_loader.universal_loader)

adaptive_padding_loader (class in image_classifier_3d.data_loader.universal_loader) Args (class in image_classifier_3d.bin.run_classifier)

B

basic_loader (class in image_classifier_3d.data_loader.universal_loader) BasicBlock (class in image_classifier_3d.models.resnet) (class in image_classifier_3d.models.resnet_GN)

Bottleneck (class in image_classifier_3d.models.resnet) (class in image_classifier_3d.models.resnet_GN) build_one_cell() (in module image_classifier_3d.data_loader.utils)

C

configure_optimizers() (image_classifier_3d.models.build_classifier.mitotic_classifier method) conv1x1x1() (in module image_classifier_3d.models.resnet) (in module image_classifier_3d.models.resnet_GN)

conv3x3x3() (in module image_classifier_3d.models.resnet) (in module image_classifier_3d.models.resnet_GN)

D

DenseNet (class in image_classifier_3d.models.densenet)

download_model() (image_classifier_3d.utils.quilt_utils.QuiltModelZoo method)

E

expansion (image_classifier_3d.models.resnet.BasicBlock attribute) (image_classifier_3d.models.resnet.Bottleneck attribute) (image_classifier_3d.models.resnet_GN.BasicBlock attribute) (image_classifier_3d.models.resnet_GN.Bottleneck attribute)

F

forward() (image_classifier_3d.models.build_classifier.mitotic_classifier method) (image_classifier_3d.models.densenet.DenseNet method) (image_classifier_3d.models.resnet.BasicBlock method) (image_classifier_3d.models.resnet.Bottleneck method) (image_classifier_3d.models.resnet.ResNet method) (image_classifier_3d.models.resnet_GN.BasicBlock method) (image_classifier_3d.models.resnet_GN.Bottleneck method) (image_classifier_3d.models.resnet_GN.ResNetGN method)

G

generate_model() (in module image_classifier_3d.models.densenet) (in module image_classifier_3d.models.resnet) (in module image_classifier_3d.models.resnet_GN)

get_dataloader() (image_classifier_3d.models.build_classifier.mitotic_classifier static method) get_inplanes() (in module image_classifier_3d.models.resnet) (in module image_classifier_3d.models.resnet_GN) get_module_version() (in module image_classifier_3d)

I

image_classifier_3d (module) image_classifier_3d.bin (module) image_classifier_3d.bin.run_classifier (module) image_classifier_3d.data_loader (module) image_classifier_3d.data_loader.universal_loader (module) image_classifier_3d.data_loader.utils (module) image_classifier_3d.models (module) image_classifier_3d.models.build_classifier (module)

image_classifier_3d.models.densenet (module) image_classifier_3d.models.resnet (module) image_classifier_3d.models.resnet_GN (module) image_classifier_3d.proj_tester (module) image_classifier_3d.proj_trainer (module) image_classifier_3d.utils (module) image_classifier_3d.utils.misc_utils (module) image_classifier_3d.utils.quilt_utils (module)

M

main() (in module image_classifier_3d.bin.run_classifier)

mitotic_classifier (class in image_classifier_3d.models.build_classifier) mix_collate() (in module image_classifier_3d.utils.misc_utils)

P

peak_all_models() (image_classifier_3d.utils.quilt_utils.QuiltModelZoo method)

ProjectTester (class in image_classifier_3d.proj_tester) ProjectTrainer (class in image_classifier_3d.proj_trainer)

Q

QuiltModelZoo (class in image_classifier_3d.utils.quilt_utils)

R

ResNet (class in image_classifier_3d.models.resnet) ResNetGN (class in image_classifier_3d.models.resnet_GN)

run_tester_config() (image_classifier_3d.proj_tester.ProjectTester method) run_tester_csv() (image_classifier_3d.proj_tester.ProjectTester method) run_trainer() (image_classifier_3d.proj_trainer.ProjectTrainer method)

T

test_dataloader() (image_classifier_3d.models.build_classifier.mitotic_classifier method) test_epoch_end() (image_classifier_3d.models.build_classifier.mitotic_classifier method) test_step() (image_classifier_3d.models.build_classifier.mitotic_classifier method) train_dataloader() (image_classifier_3d.models.build_classifier.mitotic_classifier method) training (image_classifier_3d.models.build_classifier.mitotic_classifier attribute) (image_classifier_3d.models.densenet.DenseNet attribute) (image_classifier_3d.models.resnet.BasicBlock attribute) (image_classifier_3d.models.resnet.Bottleneck attribute) (image_classifier_3d.models.resnet.ResNet attribute) (image_classifier_3d.models.resnet_GN.BasicBlock attribute) (image_classifier_3d.models.resnet_GN.Bottleneck attribute) (image_classifier_3d.models.resnet_GN.ResNetGN attribute)

training_epoch_end() (image_classifier_3d.models.build_classifier.mitotic_classifier method) training_step() (image_classifier_3d.models.build_classifier.mitotic_classifier method)

V

val_dataloader() (image_classifier_3d.models.build_classifier.mitotic_classifier method) validate_model() (in module image_classifier_3d.utils.quilt_utils)

validation_epoch_end() (image_classifier_3d.models.build_classifier.mitotic_classifier method) validation_step() (image_classifier_3d.models.build_classifier.mitotic_classifier method)