Index

A

abs_vol_difference() (in module dltk.core.metrics)

AbstractModule (class in dltk.core.modules.base) AbstractReader (class in dltk.core.io.reader)

B

BatchNorm (class in dltk.core.modules.batch_normalization)

BIAS_COLLECTIONS (dltk.core.modules.base.AbstractModule attribute) BilinearUpsample (class in dltk.core.modules.bilinear_upsample)

C

CGCNN (class in dltk.models.graphical.cgcnn) Convolution (class in dltk.core.modules.convolution)

ConvolutionalAutoencoder (class in dltk.models.autoencoder.convolutional_autoencoder) crossentropy() (in module dltk.core.metrics)

D

DCGAN (class in dltk.models.gan.dcgan) DCGAN.Discriminator (class in dltk.models.gan.dcgan) DCGAN.Generator (class in dltk.models.gan.dcgan) dice() (in module dltk.core.metrics) dice_loss() (in module dltk.core.modules.losses) dltk (module) dltk.core (module) dltk.core.io (module) dltk.core.io.augmentation (module) dltk.core.io.preprocessing (module) dltk.core.io.reader (module) dltk.core.io.sliding_window (module) dltk.core.metrics (module) dltk.core.modules (module) dltk.core.modules.activations (module) dltk.core.modules.base (module) dltk.core.modules.batch_normalization (module) dltk.core.modules.bilinear_upsample (module) dltk.core.modules.convolution (module) dltk.core.modules.graph_convolution (module)

dltk.core.modules.linear (module) dltk.core.modules.losses (module) dltk.core.modules.regularization (module) dltk.core.modules.residual_units (module) dltk.core.modules.summaries (module) dltk.core.modules.tranposed_convolution (module) dltk.models (module) dltk.models.autoencoder (module) dltk.models.autoencoder.convolutional_autoencoder (module) dltk.models.classification (module) dltk.models.classification.lenet (module) dltk.models.classification.resnet (module) dltk.models.gan (module) dltk.models.gan.dcgan (module) dltk.models.gan.wdcgan (module) dltk.models.graphical (module) dltk.models.graphical.cgcnn (module) dltk.models.segmentation (module) dltk.models.segmentation.fcn (module) dltk.models.segmentation.unet (module)

E

elastic_transform() (in module dltk.core.io.augmentation)

extract_class_balanced_example_array() (in module dltk.core.io.augmentation) extract_random_example_array() (in module dltk.core.io.augmentation)

F

flip() (in module dltk.core.io.augmentation)

G

gaussian_noise() (in module dltk.core.io.augmentation) gaussian_offset() (in module dltk.core.io.augmentation)

get_variables() (dltk.core.modules.base.AbstractModule method) GraphConvolution (class in dltk.core.modules.graph_convolution)

I

image_summary() (in module dltk.core.modules.summaries)

L

l1_regularization() (in module dltk.core.modules.regularization) l2_regularization() (in module dltk.core.modules.regularization) leaky_relu() (in module dltk.core.modules.activations)

LeNet5 (class in dltk.models.classification.lenet) Linear (class in dltk.core.modules.linear) load() (dltk.core.modules.base.SaveableModule class method)

M

MODEL_COLLECTIONS (dltk.core.modules.base.AbstractModule attribute)

MOVING_COLLECTIONS (dltk.core.modules.base.AbstractModule attribute) mse() (in module dltk.core.modules.losses)

N

next() (dltk.core.io.sliding_window.SlidingWindow method)

normalise_one_one() (in module dltk.core.io.preprocessing) normalise_zero_one() (in module dltk.core.io.preprocessing)

O

output_keys (dltk.core.modules.base.SaveableModule attribute) (dltk.models.segmentation.unet.ResUNET attribute)

P

PReLU (class in dltk.core.modules.activations)

R

rescale_L() (dltk.core.modules.graph_convolution.GraphConvolution method) resize_image_with_crop_or_pad() (in module dltk.core.io.preprocessing)

ResNet (class in dltk.models.classification.resnet) ResNetFCN (class in dltk.models.segmentation.fcn) ResUNET (class in dltk.models.segmentation.unet)

S

save_metagraph() (dltk.core.modules.base.SaveableModule method) save_model() (dltk.core.modules.base.SaveableModule method) SaveableModule (class in dltk.core.modules.base) scalar_summary() (in module dltk.core.modules.summaries)

SimpleSITKReader (class in dltk.core.io.reader) SlidingWindow (class in dltk.core.io.sliding_window) sparse_balanced_crossentropy() (in module dltk.core.modules.losses) sparse_crossentropy() (in module dltk.core.modules.losses)

T

TRAINABLE_COLLECTIONS (dltk.core.modules.base.AbstractModule attribute)

TransposedConvolution (class in dltk.core.modules.tranposed_convolution)

U

UpsampleAndConcat (class in dltk.models.segmentation.unet)

Upscore (class in dltk.models.segmentation.fcn)

V

VanillaResidualUnit (class in dltk.core.modules.residual_units)

variable_scope (dltk.core.modules.base.AbstractModule attribute)

W

WDCGAN (class in dltk.models.gan.wdcgan)

WEIGHT_COLLECTIONS (dltk.core.modules.base.AbstractModule attribute) whitening() (in module dltk.core.io.preprocessing)