Index

_

__getitem__() (mlhub.lenet.data.MNISTDataset method) __init__() (mlhub.lenet.data.MNISTDataset method) (mlhub.lenet.models.CustomConvLayer method) (mlhub.lenet.models.LeNet5 method) (mlhub.lenet.models.RBFUnits method) (mlhub.lenet.models.SigmoidSquashingActivation method) (mlhub.lenet.models.SubSamplingLayer method) (mlhub.lenet.train.Trainer method) (mlhub.lenet.train.TrainingLoss method)

__len__() (mlhub.lenet.data.MNISTDataset method) _checkpoint() (mlhub.lenet.train.Trainer method) _train_epoch() (mlhub.lenet.train.Trainer method)

C

check_md5() (in module mlhub.utils)

CustomConvLayer (class in mlhub.lenet.models)

D

download_and_extract_archive() (in module mlhub.utils)

download_trained_model() (in module mlhub.lenet.export)

E

error_rate() (in module mlhub.lenet.utils)

ex() (in module mlhub.utils)

G

get_download_dir() (in module mlhub.utils)

L

LeNet5 (class in mlhub.lenet.models)

M

mlhub.lenet module mlhub.lenet.data module mlhub.lenet.export module mlhub.lenet.models module mlhub.lenet.test module mlhub.lenet.train module mlhub.lenet.utils module

mlhub.utils module MNISTDataset (class in mlhub.lenet.data) model_output_to_labels() (in module mlhub.lenet.utils) model_output_to_multi_labels() (in module mlhub.lenet.utils) module mlhub.lenet mlhub.lenet.data mlhub.lenet.export mlhub.lenet.models mlhub.lenet.test mlhub.lenet.train mlhub.lenet.utils mlhub.utils

N

norm_img() (in module mlhub.utils)

R

random_alnum_str() (in module mlhub.utils)

RBFUnits (class in mlhub.lenet.models)

S

set_download_dir() (in module mlhub.utils)

SigmoidSquashingActivation (class in mlhub.lenet.models) SubSamplingLayer (class in mlhub.lenet.models)

T

test() (in module mlhub.lenet.utils) (mlhub.lenet.train.Trainer method)

train() (mlhub.lenet.train.Trainer method) Trainer (class in mlhub.lenet.train) TrainingLoss (class in mlhub.lenet.train)