Index

_

__del__() (dataset_mnist03_h5.Mnist03Dataset method) (mnist_dataset.MnistH5Dataset method) __getitem__() (dataset_mnist03_h5.Mnist03Dataset method) (mnist_dataset.MnistH5Dataset method) (wdataloader.USPS06Dataset method) __len__() (dataset_mnist03_h5.Mnist03Dataset method) (mnist_dataset.MnistH5Dataset method) (wdataloader.USPS06Dataset method)

_ensure_open() (dataset_mnist03_h5.Mnist03Dataset method) (mnist_dataset.MnistH5Dataset method) _file (dataset_mnist03_h5.Mnist03Dataset attribute) _h5 (mnist_dataset.MnistH5Dataset attribute) _init_weights() (dmlp.DMLP method) _length (dataset_mnist03_h5.Mnist03Dataset attribute) _pid (dataset_mnist03_h5.Mnist03Dataset attribute)

A

accuracy() (in module DJSW.evaluate)

activation (wmlp.WMLP attribute) args (in module DJSW.main)

B

balanced_accuracy() (in module DJSW.evaluate)

C

close() (mnist_dataset.MnistH5Dataset method) create_mnist_dataset module

create_mnist_h5() (in module create_mnist_dataset)

D

DATA_DIR (in module test_dataset_d) dataset_mnist03_h5 module DJSW module DJSW.evaluate module DJSW.main module

DJSW.train module dmlp module DMLP (class in dmlp) DOWNLOAD_DIR (in module download_prepare_mnist03) download_prepare_mnist03 module

E

eval_model() (in module DJSW.evaluate)

evaluate_model() (in module DJSW.evaluate)

F

f1_score() (in module DJSW.evaluate) fc1 (wmlp.WMLP attribute) fc2 (wmlp.WMLP attribute) fc3 (wmlp.WMLP attribute)

flatten (dataset_mnist03_h5.Mnist03Dataset attribute) forward() (dmlp.DMLP method) (smlp.SMLP method) (wmlp.WMLP method)

G

get_input_dim() (wdataloader.USPS06Dataset method)

getArguments() (in module DJSW.main)

H

h5_file (wdataloader.USPS06Dataset attribute)

h5_path (dataset_mnist03_h5.Mnist03Dataset attribute) (mnist_dataset.MnistH5Dataset attribute)

L

layer1 (smlp.SMLP attribute) layer2 (smlp.SMLP attribute) layer3 (smlp.SMLP attribute)

layer4 (smlp.SMLP attribute) load_idx_images() (in module download_prepare_mnist03) load_idx_labels() (in module download_prepare_mnist03)

M

main() (in module DJSW.main) (in module download_prepare_mnist03) Mnist03Dataset (class in dataset_mnist03_h5) mnist_dataset module MnistH5Dataset (class in mnist_dataset) module create_mnist_dataset dataset_mnist03_h5 DJSW DJSW.evaluate DJSW.main DJSW.train dmlp download_prepare_mnist03 mnist_dataset smlp test_data test_dataset_d test_dataset_Sigurd wdataloader wmlp

N

negative_slope (dmlp.DMLP attribute) net (dmlp.DMLP attribute)

normalize (dataset_mnist03_h5.Mnist03Dataset attribute) NPZ_DIR (in module download_prepare_mnist03)

O

orig (in module download_prepare_mnist03)

P

parser (in module create_mnist_dataset)

precision() (in module DJSW.evaluate)

R

recall() (in module DJSW.evaluate) relu (smlp.SMLP attribute)

ROOT (in module download_prepare_mnist03) ROOT_DIR (in module test_dataset_d)

S

save_to_h5() (in module download_prepare_mnist03) save_to_npz() (in module download_prepare_mnist03) set_type (wdataloader.USPS06Dataset attribute)

smlp module SMLP (class in smlp) split (dataset_mnist03_h5.Mnist03Dataset attribute)

T

target_transform (mnist_dataset.MnistH5Dataset attribute) test_code_is_tested() (in module test_data) test_d_data_available() (in module test_dataset_d) test_data module test_dataset_d module test_dataset_Sigurd module

test_main() (in module test_dataset_Sigurd) test_mnist03_dataset() (in module test_dataset_d) train_epoch() (in module DJSW.train) train_model() (in module DJSW.train) train_pipeline() (in module DJSW.train) transform (mnist_dataset.MnistH5Dataset attribute) (wdataloader.USPS06Dataset attribute)

U

USPS06Dataset (class in wdataloader)

V

validate() (in module DJSW.train)

W

wdataloader module

wmlp module WMLP (class in wmlp)