Index

A

accelerated_fashionmnist() (in module DeSSL.data.accelerator)

accelerated_mnist() (in module DeSSL.data.accelerator) accelerator() (in module DeSSL.data.accelerator)

B

batch_normalization() (in module DeSSL.model.toy)

C

CIFAR10Policy (class in DeSSL.transforms.autoaugment) clear_path() (Ladder_MLP method)

configure_optimizers() (MeanTeacher method) cutmix_for_integer() (in module DeSSL.transforms.cutmix) cutmix_for_one_hot() (in module DeSSL.transforms.cutmix)

D

decode() (VAE method) decoder_path() (Ladder_MLP method) DeSSL module DeSSL.data module DeSSL.data.accelerator module DeSSL.data.dataset module DeSSL.model module DeSSL.model.ALImodel module DeSSL.model.lenet module DeSSL.model.resnet module DeSSL.model.toy module DeSSL.model.VAE module DeSSL.scheduler module

DeSSL.trainer module DeSSL.trainer.Ladder module DeSSL.trainer.MeanTeacher module DeSSL.transforms module DeSSL.transforms.autoaugment module DeSSL.transforms.cutmix module DeSSL.transforms.cutout module DeSSL.transforms.mixup module DeSSL.transforms.randaugment module DeSSL.transforms.transform_many_times module Discriminator_x (class in DeSSL.model.ALImodel) Discriminator_x_z (class in DeSSL.model.ALImodel) Discriminator_z (class in DeSSL.model.ALImodel)

E

encode() (VAE method) epoch (GaussianKernel attribute) (Identity attribute) (Lambda attribute) (Linear attribute)

F

forward() (Discriminator_x method) (Discriminator_x_z method) (Discriminator_z method) (Generator_x method) (Generator_z method) (IntegerMixLoss method) (Ladder method) (Ladder_MLP method) (LeNet5 method) (LeNet5_SVHN method) (MeanTeacher method) (OneHotMixLoss method) (ToyNet method) (VAE method)

G

GaussianKernel (class in DeSSL.scheduler) Generator_x (class in DeSSL.model.ALImodel)

Generator_z (class in DeSSL.model.ALImodel) get_dataloader() (SemiDataset method) get_loss_d() (Ladder_MLP method)

I

Identity (class in DeSSL.scheduler) ImageCutout (class in DeSSL.transforms.cutout)

initial (Linear attribute) IntegerMixLoss (class in DeSSL.transforms.mixup)

L

Ladder (class in DeSSL.trainer.Ladder) Ladder_MLP (class in DeSSL.model.toy) lamb (Lambda attribute)

Lambda (class in DeSSL.scheduler) LeNet5 (class in DeSSL.model.lenet) LeNet5_SVHN (class in DeSSL.model.lenet) Linear (class in DeSSL.scheduler)

M

ManyTimes (class in DeSSL.transforms.transform_many_times) MeanTeacher (class in DeSSL.trainer.MeanTeacher) mixup_for_integer() (in module DeSSL.transforms.mixup) mixup_for_one_hot() (in module DeSSL.transforms.mixup) module DeSSL DeSSL.data DeSSL.data.accelerator DeSSL.data.dataset DeSSL.model DeSSL.model.ALImodel DeSSL.model.lenet DeSSL.model.resnet DeSSL.model.toy DeSSL.model.VAE DeSSL.scheduler DeSSL.trainer DeSSL.trainer.Ladder DeSSL.trainer.MeanTeacher DeSSL.transforms DeSSL.transforms.autoaugment DeSSL.transforms.cutmix DeSSL.transforms.cutout DeSSL.transforms.mixup DeSSL.transforms.randaugment DeSSL.transforms.transform_many_times

mu (GaussianKernel attribute)

N

noise_path() (Ladder_MLP method)

O

on_train_batch_end() (MeanTeacher method)

one_hot_mix_loss() (in module DeSSL.transforms.mixup) OneHotMixLoss (class in DeSSL.transforms.mixup)

R

RandAugment (class in DeSSL.transforms.randaugment) reparameterize() (VAE method) resnet101() (in module DeSSL.model.resnet) resnet152() (in module DeSSL.model.resnet)

resnet18() (in module DeSSL.model.resnet) resnet34() (in module DeSSL.model.resnet) resnet50() (in module DeSSL.model.resnet) resnext101_32x8d() (in module DeSSL.model.resnet) resnext50_32x4d() (in module DeSSL.model.resnet)

S

SchedulerBase (class in DeSSL.scheduler) semi_cifar10() (in module DeSSL.data.dataset) semi_imagenet() (in module DeSSL.data.dataset) semi_mnist() (in module DeSSL.data.dataset) semi_svhn() (in module DeSSL.data.dataset)

SemiDataLoader (class in DeSSL.data.dataset) SemiDataset (class in DeSSL.data.dataset) sigma (GaussianKernel attribute) speed (Linear attribute) step() (SchedulerBase method)

T

TensorCutout (class in DeSSL.transforms.cutout) ToyNet (class in DeSSL.model.toy) training (Discriminator_x attribute) (Discriminator_x_z attribute) (Discriminator_z attribute) (Generator_x attribute) (Generator_z attribute) (IntegerMixLoss attribute) (Ladder_MLP attribute) (LeNet5 attribute) (LeNet5_SVHN attribute) (OneHotMixLoss attribute) (ToyNet attribute) (VAE attribute)

training_step() (Ladder method) (MeanTeacher method) Twice() (in module DeSSL.transforms.transform_many_times)

V

VAE (class in DeSSL.model.VAE) validation_step() (Ladder method) (MeanTeacher method)

value (Identity attribute)

W

wide_resnet101_2() (in module DeSSL.model.resnet)

wide_resnet50_2() (in module DeSSL.model.resnet)