Index

B

build_model() (in module example.fashionMNIST.models.FullyConnected)

C

compute_mean_std() (in module example.fashionMNIST.data_preprocessing.data_utils)

D

DatasetTransformer (class in example.fashionMNIST.data_preprocessing.data_utils)

E

example module example.fashionMNIST module example.fashionMNIST.data_preprocessing module example.fashionMNIST.data_preprocessing.data_utils module example.fashionMNIST.data_preprocessing.fashion_MNIST_dataset module example.fashionMNIST.losses module example.fashionMNIST.losses.loss module

example.fashionMNIST.models module example.fashionMNIST.models.FullyConnected module example.fashionMNIST.simple_MLP_classifier module example.fashionMNIST.training module example.fashionMNIST.training.evaluation module example.fashionMNIST.training.train module

F

format_time() (in module jaw.utils.progress_bar) forward() (FullyConnected method) (FullyConnectedRegularized method) (RelativeL1 method) (RelativeL2 method)

FullyConnected (class in example.fashionMNIST.models.FullyConnected) FullyConnectedRegularized (class in example.fashionMNIST.models.FullyConnected)

G

generate_jaw_project() (in module jaw.JAWProject) generate_unique_logpath() (in module jaw.utils.tracking)

get_device() (in module jaw.utils.computation) get_summary_text() (JAWTrainer method)

J

jaw module jaw.JAWModule module jaw.JAWProject module jaw.utils module

jaw.utils.computation module jaw.utils.progress_bar module jaw.utils.tracking module JAWTrainer (class in jaw.JAWModule)

L

launch_training() (JAWTrainer method) (SimpleMLPClassifier method)

linear_relu() (in module example.fashionMNIST.models.FullyConnected) load_dataset_FashionMNIST_with_standardization() (in module example.fashionMNIST.data_preprocessing.fashion_MNIST_dataset) loss_name_to_class() (in module example.fashionMNIST.losses.loss)

M

main() (in module example.fashionMNIST.simple_MLP_classifier) (in module jaw.JAWProject) ModelCheckpoint (class in jaw.utils.tracking) module example example.fashionMNIST example.fashionMNIST.data_preprocessing example.fashionMNIST.data_preprocessing.data_utils example.fashionMNIST.data_preprocessing.fashion_MNIST_dataset example.fashionMNIST.losses example.fashionMNIST.losses.loss example.fashionMNIST.models example.fashionMNIST.models.FullyConnected example.fashionMNIST.simple_MLP_classifier example.fashionMNIST.training example.fashionMNIST.training.evaluation example.fashionMNIST.training.train jaw jaw.JAWModule jaw.JAWProject jaw.utils jaw.utils.computation jaw.utils.progress_bar jaw.utils.tracking

P

penalty() (FullyConnectedRegularized method)

progress_bar() (in module jaw.utils.progress_bar)

R

RelativeL1 (class in example.fashionMNIST.losses.loss)

RelativeL2 (class in example.fashionMNIST.losses.loss)

S

SimpleMLPClassifier (class in example.fashionMNIST.simple_MLP_classifier)

snake_to_pascal_case() (in module jaw.JAWProject)

T

test() (in module example.fashionMNIST.training.evaluation)

train() (in module example.fashionMNIST.training.train)

U

update() (ModelCheckpoint method)