Index

_

__init__() (fusionlab.datasets.cinc2017.ECGCSVClassificationDataset method) (fusionlab.encoders.EfficientNet method) (fusionlab.encoders.efficientnet.efficientnet.EfficientNet method) (fusionlab.losses.DiceCELoss method) (fusionlab.losses.DiceLoss method) (fusionlab.losses.IoULoss method) (fusionlab.losses.TFDiceCE method) (fusionlab.losses.TFDiceLoss method) (fusionlab.losses.TFIoULoss method) (fusionlab.losses.TFTverskyLoss method) (fusionlab.losses.TverskyLoss method) (fusionlab.segmentation.resunet.resunet.Decoder method) (fusionlab.segmentation.resunet.resunet.Head method) (fusionlab.segmentation.resunet.tfresunet.Decoder method) (fusionlab.segmentation.resunet.tfresunet.Head method) (fusionlab.segmentation.TFUNet method) (fusionlab.segmentation.UNet method) (fusionlab.segmentation.unet.tfunet.Decoder method) (fusionlab.segmentation.unet.tfunet.DecoderBlock method) (fusionlab.segmentation.unet.tfunet.Encoder method) (fusionlab.segmentation.unet.tfunet.Head method) (fusionlab.segmentation.unet.tfunet.TFUNet method) (fusionlab.segmentation.unet.unet.Decoder method) (fusionlab.segmentation.unet.unet.DecoderBlock method) (fusionlab.segmentation.unet.unet.Encoder method) (fusionlab.segmentation.unet.unet.Head method) (fusionlab.segmentation.unet.unet.UNet method) (fusionlab.segmentation.unet2plus.tfunet2plus.Encoder method) (fusionlab.segmentation.unet2plus.tfunet2plus.Head method) (fusionlab.segmentation.unet2plus.unet2plus.Encoder method) (fusionlab.segmentation.unet2plus.unet2plus.Head method)

A

AdaptiveAvgPool (class in fusionlab.layers.factories) AdaptiveMaxPool (class in fusionlab.layers.factories) adjust_depth() (fusionlab.encoders.efficientnet.efficientnet.MBConvConfig static method)

AlexNet (class in fusionlab.encoders) (class in fusionlab.encoders.alexnet.alexnet) autopad() (in module fusionlab.utils) AvgPool (class in fusionlab.layers.factories)

B

BasicBlock (class in fusionlab.segmentation.unet.tfunet) (class in fusionlab.segmentation.unet.unet) (class in fusionlab.segmentation.unet2plus.tfunet2plus) (class in fusionlab.segmentation.unet2plus.unet2plus) BatchNorm (class in fusionlab.layers.factories) Block (class in fusionlab.encoders.convnext.convnext) block (fusionlab.encoders.efficientnet.efficientnet.MBConvConfig attribute)

Bottleneck (class in fusionlab.encoders.resnetv1.tfresnetv1) Bridger (class in fusionlab.segmentation.resunet.resunet) (class in fusionlab.segmentation.resunet.tfresunet) (class in fusionlab.segmentation.unet.tfunet) (class in fusionlab.segmentation.unet.unet) (class in fusionlab.segmentation.unet2plus.tfunet2plus) (class in fusionlab.segmentation.unet2plus.unet2plus)

C

call() (fusionlab.encoders.alexnet.tfalexnet.TFAlexNet method) (fusionlab.encoders.inceptionv1.tfinceptionv1.ConvBlock method) (fusionlab.encoders.inceptionv1.tfinceptionv1.InceptionBlock method) (fusionlab.encoders.inceptionv1.tfinceptionv1.TFInceptionNetV1 method) (fusionlab.encoders.resnetv1.tfresnetv1.Bottleneck method) (fusionlab.encoders.resnetv1.tfresnetv1.ConvBlock method) (fusionlab.encoders.resnetv1.tfresnetv1.Identity method) (fusionlab.encoders.resnetv1.tfresnetv1.TFResNet50V1 method) (fusionlab.encoders.vgg.tfvgg.TFVGG16 method) (fusionlab.encoders.vgg.tfvgg.TFVGG19 method) (fusionlab.layers.squeeze_excitation.tfse.TFSEModule method) (fusionlab.losses.TFDiceCE method) (fusionlab.losses.TFDiceLoss method) (fusionlab.losses.TFIoULoss method) (fusionlab.losses.TFTverskyLoss method) (fusionlab.segmentation.resunet.tfresunet.Bridger method) (fusionlab.segmentation.resunet.tfresunet.Decoder method) (fusionlab.segmentation.resunet.tfresunet.DecoderBlock method) (fusionlab.segmentation.resunet.tfresunet.Encoder method) (fusionlab.segmentation.resunet.tfresunet.ResConv method) (fusionlab.segmentation.resunet.tfresunet.Stem method) (fusionlab.segmentation.tfbase.TFSegmentationModel method) (fusionlab.segmentation.unet.tfunet.Bridger method) (fusionlab.segmentation.unet.tfunet.Decoder method) (fusionlab.segmentation.unet.tfunet.DecoderBlock method) (fusionlab.segmentation.unet.tfunet.Encoder method) (fusionlab.segmentation.unet2plus.tfunet2plus.Bridger method) (fusionlab.segmentation.unet2plus.tfunet2plus.Decoder method) (fusionlab.segmentation.unet2plus.tfunet2plus.Encoder method)

CNNClassificationModel (class in fusionlab.classification.base) ConstantPad (class in fusionlab.layers.factories) ConvBlock (class in fusionlab.encoders.inceptionv1.inceptionv1) (class in fusionlab.encoders.inceptionv1.tfinceptionv1) (class in fusionlab.encoders.resnetv1.tfresnetv1) convert_mat_to_csv() (in module fusionlab.datasets.cinc2017) ConvND (class in fusionlab.layers.factories) ConvNeXt (class in fusionlab.encoders) (class in fusionlab.encoders.convnext.convnext) ConvNeXtBase (class in fusionlab.encoders) (class in fusionlab.encoders.convnext.convnext) ConvNeXtLarge (class in fusionlab.encoders) (class in fusionlab.encoders.convnext.convnext) ConvNeXtSmall (class in fusionlab.encoders) (class in fusionlab.encoders.convnext.convnext) ConvNeXtTiny (class in fusionlab.encoders) (class in fusionlab.encoders.convnext.convnext) ConvNeXtXLarge (class in fusionlab.encoders) (class in fusionlab.encoders.convnext.convnext) ConvNormAct (class in fusionlab.layers.base) ConvT (class in fusionlab.layers.factories) count_parameters() (in module fusionlab.datasets.utils)

D

DCGANTrainer (class in fusionlab.trainers.dcgan) Decoder (class in fusionlab.segmentation.resunet.resunet) (class in fusionlab.segmentation.resunet.tfresunet) (class in fusionlab.segmentation.unet.tfunet) (class in fusionlab.segmentation.unet.unet) (class in fusionlab.segmentation.unet2plus.tfunet2plus) (class in fusionlab.segmentation.unet2plus.unet2plus) DecoderBlock (class in fusionlab.segmentation.resunet.resunet) (class in fusionlab.segmentation.resunet.tfresunet) (class in fusionlab.segmentation.unet.tfunet) (class in fusionlab.segmentation.unet.unet)

dice_score() (in module fusionlab.functional.dice) DiceCELoss (class in fusionlab.losses) DiceLoss (class in fusionlab.losses) Discriminator (class in fusionlab.trainers.dcgan) download_file() (in module fusionlab.datasets.utils)

E

ECGClassificationDataset (class in fusionlab.datasets.a12lead) ECGCSVClassificationDataset (class in fusionlab.datasets.cinc2017) EfficientNet (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet) EfficientNetB0 (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet) EfficientNetB1 (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet) EfficientNetB2 (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet) EfficientNetB3 (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet) EfficientNetB4 (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet)

EfficientNetB5 (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet) EfficientNetB6 (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet) EfficientNetB7 (class in fusionlab.encoders) (class in fusionlab.encoders.efficientnet.efficientnet) Encoder (class in fusionlab.segmentation.resunet.resunet) (class in fusionlab.segmentation.resunet.tfresunet) (class in fusionlab.segmentation.unet.tfunet) (class in fusionlab.segmentation.unet.unet) (class in fusionlab.segmentation.unet2plus.tfunet2plus) (class in fusionlab.segmentation.unet2plus.unet2plus) expand_ratio (fusionlab.encoders.efficientnet.efficientnet.MBConvConfig attribute) extract_signal_label() (fusionlab.datasets.ludb.LUDBDataset method)

F

fit() (fusionlab.trainers.dcgan.DCGANTrainer method) (fusionlab.trainers.trainer.Trainer method) forward() (fusionlab.classification.base.CNNClassificationModel method) (fusionlab.classification.base.HFClassificationModel method) (fusionlab.classification.base.RNNClassificationModel method) (fusionlab.encoders.AlexNet method) (fusionlab.encoders.alexnet.alexnet.AlexNet method) (fusionlab.encoders.ConvNeXt method) (fusionlab.encoders.convnext.convnext.Block method) (fusionlab.encoders.convnext.convnext.ConvNeXt method) (fusionlab.encoders.convnext.convnext.LayerNorm method) (fusionlab.encoders.EfficientNet method) (fusionlab.encoders.efficientnet.efficientnet.EfficientNet method) (fusionlab.encoders.efficientnet.efficientnet.MBConv method) (fusionlab.encoders.InceptionNetV1 method) (fusionlab.encoders.inceptionv1.inceptionv1.ConvBlock method) (fusionlab.encoders.inceptionv1.inceptionv1.InceptionBlock method) (fusionlab.encoders.inceptionv1.inceptionv1.InceptionNetV1 method) (fusionlab.encoders.ResNet method) (fusionlab.encoders.resnetv1.resnetv1.ResNet method) (fusionlab.encoders.vgg.vgg.VGG16 method) (fusionlab.encoders.vgg.vgg.VGG19 method) (fusionlab.encoders.VGG16 method) (fusionlab.encoders.VGG19 method) (fusionlab.layers.base.ConvNormAct method) (fusionlab.layers.squeeze_excitation.se.SEModule method) (fusionlab.losses.DiceCELoss method) (fusionlab.losses.DiceLoss method) (fusionlab.losses.IoULoss method) (fusionlab.losses.TverskyLoss method) (fusionlab.segmentation.base.HFSegmentationModel method) (fusionlab.segmentation.base.SegmentationModel method) (fusionlab.segmentation.HFSegmentationModel method) (fusionlab.segmentation.resunet.resunet.Bridger method) (fusionlab.segmentation.resunet.resunet.Decoder method) (fusionlab.segmentation.resunet.resunet.DecoderBlock method) (fusionlab.segmentation.resunet.resunet.Encoder method) (fusionlab.segmentation.resunet.resunet.ResConv method) (fusionlab.segmentation.resunet.resunet.Stem method) (fusionlab.segmentation.unet.unet.Bridger method) (fusionlab.segmentation.unet.unet.Decoder method) (fusionlab.segmentation.unet.unet.DecoderBlock method) (fusionlab.segmentation.unet.unet.Encoder method) (fusionlab.segmentation.unet2plus.unet2plus.Bridger method) (fusionlab.segmentation.unet2plus.unet2plus.Decoder method) (fusionlab.segmentation.unet2plus.unet2plus.Encoder method) (fusionlab.trainers.dcgan.Discriminator method) (fusionlab.trainers.dcgan.Generator method) forward_features() (fusionlab.encoders.convnext.convnext.ConvNeXt method) (fusionlab.encoders.resnetv1.resnetv1.ResNet method) fusionlab module fusionlab.classification module fusionlab.classification.base module fusionlab.classification.lstm module fusionlab.classification.vgg module fusionlab.configs module fusionlab.datasets module fusionlab.datasets.a12lead module fusionlab.datasets.cinc2017 module fusionlab.datasets.csvread module fusionlab.datasets.ludb module fusionlab.datasets.muse module fusionlab.datasets.utils module fusionlab.encoders module, [1] fusionlab.encoders.alexnet module fusionlab.encoders.alexnet.alexnet module fusionlab.encoders.alexnet.tfalexnet module

fusionlab.encoders.convnext module fusionlab.encoders.convnext.convnext module fusionlab.encoders.efficientnet module fusionlab.encoders.efficientnet.efficientnet module fusionlab.encoders.inceptionv1 module fusionlab.encoders.inceptionv1.inceptionv1 module fusionlab.encoders.inceptionv1.tfinceptionv1 module fusionlab.encoders.resnetv1 module fusionlab.encoders.resnetv1.resnetv1 module fusionlab.encoders.resnetv1.tfresnetv1 module fusionlab.encoders.vgg module fusionlab.encoders.vgg.tfvgg module fusionlab.encoders.vgg.vgg module fusionlab.functional module fusionlab.functional.dice module fusionlab.functional.iou module fusionlab.functional.tfdice module fusionlab.functional.tfiou module fusionlab.layers module fusionlab.layers.base module fusionlab.layers.factories module fusionlab.layers.squeeze_excitation module fusionlab.layers.squeeze_excitation.se module fusionlab.layers.squeeze_excitation.tfse module fusionlab.losses module fusionlab.segmentation module, [1] fusionlab.segmentation.base module fusionlab.segmentation.resunet module fusionlab.segmentation.resunet.resunet module fusionlab.segmentation.resunet.tfresunet module fusionlab.segmentation.tfbase module fusionlab.segmentation.unet module fusionlab.segmentation.unet.tfunet module fusionlab.segmentation.unet.unet module fusionlab.segmentation.unet2plus module fusionlab.segmentation.unet2plus.tfunet2plus module fusionlab.segmentation.unet2plus.unet2plus module fusionlab.trainers module fusionlab.trainers.dcgan module fusionlab.trainers.test module fusionlab.trainers.trainer module fusionlab.utils module

G

GEMuseXMLReader (class in fusionlab.datasets.muse) Generator (class in fusionlab.trainers.dcgan) get_annotation() (fusionlab.datasets.ludb.LUDBDataset method)

get_segment_annotation() (fusionlab.datasets.ludb.LUDBDataset method) get_signal() (fusionlab.datasets.ludb.LUDBDataset method) getLead() (fusionlab.datasets.muse.GEMuseXMLReader method)

H

Head (class in fusionlab.segmentation.resunet.resunet) (class in fusionlab.segmentation.resunet.tfresunet) (class in fusionlab.segmentation.unet.tfunet) (class in fusionlab.segmentation.unet.unet) (class in fusionlab.segmentation.unet2plus.tfunet2plus) (class in fusionlab.segmentation.unet2plus.unet2plus)

HFClassificationModel (class in fusionlab.classification.base) HFDataset (class in fusionlab.datasets.utils) HFSegmentationModel (class in fusionlab.segmentation) (class in fusionlab.segmentation.base)

I

Identity (class in fusionlab.encoders.resnetv1.tfresnetv1) InceptionBlock (class in fusionlab.encoders.inceptionv1.inceptionv1) (class in fusionlab.encoders.inceptionv1.tfinceptionv1) InceptionNetV1 (class in fusionlab.encoders) (class in fusionlab.encoders.inceptionv1.inceptionv1)

input_channels (fusionlab.encoders.efficientnet.efficientnet.MBConvConfig attribute) iou_score() (in module fusionlab.functional.iou) IoULoss (class in fusionlab.losses)

J

jaccard_score() (in module fusionlab.functional.iou)

K

kernel (fusionlab.encoders.efficientnet.efficientnet.MBConvConfig attribute)

L

LayerNorm (class in fusionlab.encoders.convnext.convnext) LSTimeSegDataset (class in fusionlab.datasets.utils)

LSTMClassifier (class in fusionlab.classification.lstm) LUDBDataset (class in fusionlab.datasets.ludb)

M

make_ntuple() (in module fusionlab.utils) map_annotaion_to_label_seq() (fusionlab.datasets.ludb.LUDBDataset method) MaxPool (class in fusionlab.layers.factories) MBConv (class in fusionlab.encoders.efficientnet.efficientnet) MBConvConfig (class in fusionlab.encoders.efficientnet.efficientnet) module fusionlab fusionlab.classification fusionlab.classification.base fusionlab.classification.lstm fusionlab.classification.vgg fusionlab.configs fusionlab.datasets fusionlab.datasets.a12lead fusionlab.datasets.cinc2017 fusionlab.datasets.csvread fusionlab.datasets.ludb fusionlab.datasets.muse fusionlab.datasets.utils fusionlab.encoders, [1] fusionlab.encoders.alexnet fusionlab.encoders.alexnet.alexnet fusionlab.encoders.alexnet.tfalexnet fusionlab.encoders.convnext fusionlab.encoders.convnext.convnext fusionlab.encoders.efficientnet fusionlab.encoders.efficientnet.efficientnet fusionlab.encoders.inceptionv1 fusionlab.encoders.inceptionv1.inceptionv1 fusionlab.encoders.inceptionv1.tfinceptionv1 fusionlab.encoders.resnetv1 fusionlab.encoders.resnetv1.resnetv1 fusionlab.encoders.resnetv1.tfresnetv1 fusionlab.encoders.vgg fusionlab.encoders.vgg.tfvgg fusionlab.encoders.vgg.vgg fusionlab.functional fusionlab.functional.dice fusionlab.functional.iou fusionlab.functional.tfdice fusionlab.functional.tfiou fusionlab.layers fusionlab.layers.base fusionlab.layers.factories fusionlab.layers.squeeze_excitation fusionlab.layers.squeeze_excitation.se fusionlab.layers.squeeze_excitation.tfse fusionlab.losses fusionlab.segmentation, [1] fusionlab.segmentation.base fusionlab.segmentation.resunet fusionlab.segmentation.resunet.resunet fusionlab.segmentation.resunet.tfresunet fusionlab.segmentation.tfbase fusionlab.segmentation.unet fusionlab.segmentation.unet.tfunet fusionlab.segmentation.unet.unet fusionlab.segmentation.unet2plus fusionlab.segmentation.unet2plus.tfunet2plus fusionlab.segmentation.unet2plus.unet2plus fusionlab.trainers fusionlab.trainers.dcgan fusionlab.trainers.test fusionlab.trainers.trainer fusionlab.utils

N

num_layers (fusionlab.encoders.efficientnet.efficientnet.MBConvConfig attribute)

O

on_epoch_begin() (fusionlab.trainers.trainer.Trainer method) on_epoch_end() (fusionlab.trainers.trainer.Trainer method)

on_fit_begin() (fusionlab.trainers.trainer.Trainer method) on_fit_end() (fusionlab.trainers.trainer.Trainer method) out_channels (fusionlab.encoders.efficientnet.efficientnet.MBConvConfig attribute)

P

plot() (in module fusionlab.datasets.ludb) plot_channels() (in module fusionlab.utils)

plot_leads() (in module fusionlab.datasets.ludb) preprocess() (fusionlab.datasets.utils.LSTimeSegDataset method) process_annotation() (fusionlab.datasets.ludb.LUDBDataset method)

R

read_csv() (in module fusionlab.datasets.csvread) ReplicationPad (class in fusionlab.layers.factories) ResConv (class in fusionlab.segmentation.resunet.resunet) (class in fusionlab.segmentation.resunet.tfresunet) ResNet (class in fusionlab.encoders) (class in fusionlab.encoders.resnetv1.resnetv1) ResNet101 (class in fusionlab.encoders) (class in fusionlab.encoders.resnetv1.resnetv1) ResNet152 (class in fusionlab.encoders) (class in fusionlab.encoders.resnetv1.resnetv1)

ResNet18 (class in fusionlab.encoders) (class in fusionlab.encoders.resnetv1.resnetv1) ResNet34 (class in fusionlab.encoders) (class in fusionlab.encoders.resnetv1.resnetv1) ResNet50 (class in fusionlab.encoders) (class in fusionlab.encoders.resnetv1.resnetv1) ResNetV1 (in module fusionlab.encoders.resnetv1.resnetv1) ResUNet (class in fusionlab.segmentation) (class in fusionlab.segmentation.resunet.resunet) RNNClassificationModel (class in fusionlab.classification.base)

S

saveHeader() (fusionlab.datasets.muse.GEMuseXMLReader method) saveNumpyArray() (fusionlab.datasets.muse.GEMuseXMLReader method) saveToCSV() (fusionlab.datasets.muse.GEMuseXMLReader method) saveToExcel() (fusionlab.datasets.muse.GEMuseXMLReader method) saveToJson() (fusionlab.datasets.muse.GEMuseXMLReader method) saveToOPS() (fusionlab.datasets.muse.GEMuseXMLReader method)

saveToPandasCSV() (fusionlab.datasets.muse.GEMuseXMLReader method) SegmentationModel (class in fusionlab.segmentation.base) SEModule (class in fusionlab.layers.squeeze_excitation.se) show_classtree() (in module fusionlab.utils) Stem (class in fusionlab.segmentation.resunet.resunet) (class in fusionlab.segmentation.resunet.tfresunet) stride (fusionlab.encoders.efficientnet.efficientnet.MBConvConfig attribute)

T

tf_dice_score() (in module fusionlab.functional.tfdice) tf_iou_score() (in module fusionlab.functional.tfiou) tf_jaccard_score() (in module fusionlab.functional.tfiou) TFAlexNet (class in fusionlab.encoders.alexnet.tfalexnet) TFDiceCE (class in fusionlab.losses) TFDiceLoss (class in fusionlab.losses) TFInceptionNetV1 (class in fusionlab.encoders.inceptionv1.tfinceptionv1) TFIoULoss (class in fusionlab.losses) TFResNet50V1 (class in fusionlab.encoders.resnetv1.tfresnetv1) TFResUNet (class in fusionlab.segmentation) (class in fusionlab.segmentation.resunet.tfresunet) TFSegmentationModel (class in fusionlab.segmentation.tfbase) TFSEModule (class in fusionlab.layers.squeeze_excitation.tfse) TFTverskyLoss (class in fusionlab.losses) TFUNet (class in fusionlab.segmentation) (class in fusionlab.segmentation.unet.tfunet) TFUNet2plus (class in fusionlab.segmentation) (class in fusionlab.segmentation.unet2plus.tfunet2plus) TFVGG16 (class in fusionlab.encoders.vgg.tfvgg) TFVGG19 (class in fusionlab.encoders.vgg.tfvgg) train_epoch() (fusionlab.trainers.trainer.Trainer method) train_step() (fusionlab.trainers.dcgan.DCGANTrainer method) (fusionlab.trainers.trainer.Trainer method) Trainer (class in fusionlab.trainers.trainer) training (fusionlab.classification.base.CNNClassificationModel attribute) (fusionlab.classification.base.HFClassificationModel attribute) (fusionlab.classification.base.RNNClassificationModel attribute) (fusionlab.classification.lstm.LSTMClassifier attribute) (fusionlab.classification.vgg.VGG16Classifier attribute) (fusionlab.classification.vgg.VGG19Classifier attribute) (fusionlab.encoders.alexnet.alexnet.AlexNet attribute) (fusionlab.encoders.convnext.convnext.Block attribute) (fusionlab.encoders.convnext.convnext.ConvNeXt attribute) (fusionlab.encoders.convnext.convnext.ConvNeXtBase attribute) (fusionlab.encoders.convnext.convnext.ConvNeXtLarge attribute) (fusionlab.encoders.convnext.convnext.ConvNeXtSmall attribute) (fusionlab.encoders.convnext.convnext.ConvNeXtTiny attribute) (fusionlab.encoders.convnext.convnext.ConvNeXtXLarge attribute) (fusionlab.encoders.convnext.convnext.LayerNorm attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNet attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNetB0 attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNetB1 attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNetB2 attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNetB3 attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNetB4 attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNetB5 attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNetB6 attribute) (fusionlab.encoders.efficientnet.efficientnet.EfficientNetB7 attribute) (fusionlab.encoders.efficientnet.efficientnet.MBConv attribute) (fusionlab.encoders.inceptionv1.inceptionv1.ConvBlock attribute) (fusionlab.encoders.inceptionv1.inceptionv1.InceptionBlock attribute) (fusionlab.encoders.inceptionv1.inceptionv1.InceptionNetV1 attribute) (fusionlab.encoders.resnetv1.resnetv1.ResNet attribute) (fusionlab.encoders.resnetv1.resnetv1.ResNet101 attribute) (fusionlab.encoders.resnetv1.resnetv1.ResNet152 attribute) (fusionlab.encoders.resnetv1.resnetv1.ResNet18 attribute) (fusionlab.encoders.resnetv1.resnetv1.ResNet34 attribute) (fusionlab.encoders.resnetv1.resnetv1.ResNet50 attribute) (fusionlab.encoders.vgg.vgg.VGG16 attribute) (fusionlab.encoders.vgg.vgg.VGG19 attribute) (fusionlab.layers.base.ConvNormAct attribute) (fusionlab.layers.squeeze_excitation.se.SEModule attribute) (fusionlab.segmentation.base.HFSegmentationModel attribute) (fusionlab.segmentation.base.SegmentationModel attribute) (fusionlab.segmentation.resunet.resunet.Bridger attribute) (fusionlab.segmentation.resunet.resunet.Decoder attribute) (fusionlab.segmentation.resunet.resunet.DecoderBlock attribute) (fusionlab.segmentation.resunet.resunet.Encoder attribute) (fusionlab.segmentation.resunet.resunet.ResConv attribute) (fusionlab.segmentation.resunet.resunet.ResUNet attribute) (fusionlab.segmentation.resunet.resunet.Stem attribute) (fusionlab.segmentation.unet.unet.Bridger attribute) (fusionlab.segmentation.unet.unet.Decoder attribute) (fusionlab.segmentation.unet.unet.DecoderBlock attribute) (fusionlab.segmentation.unet.unet.Encoder attribute) (fusionlab.segmentation.unet.unet.UNet attribute) (fusionlab.segmentation.unet2plus.unet2plus.Bridger attribute) (fusionlab.segmentation.unet2plus.unet2plus.Decoder attribute) (fusionlab.segmentation.unet2plus.unet2plus.Encoder attribute) (fusionlab.segmentation.unet2plus.unet2plus.UNet2plus attribute) (fusionlab.trainers.dcgan.Discriminator attribute) (fusionlab.trainers.dcgan.Generator attribute)

TverskyLoss (class in fusionlab.losses)

U

UNet (class in fusionlab.segmentation) (class in fusionlab.segmentation.unet.unet)

UNet2plus (class in fusionlab.segmentation) (class in fusionlab.segmentation.unet2plus.unet2plus) Upsample (class in fusionlab.layers.factories)

V

val_epoch() (fusionlab.trainers.trainer.Trainer method) val_step() (fusionlab.trainers.trainer.Trainer method) validate_data() (in module fusionlab.datasets.cinc2017) validate_files() (fusionlab.datasets.ludb.LUDBDataset method) VGG16 (class in fusionlab.encoders) (class in fusionlab.encoders.vgg.vgg)

VGG16Classifier (class in fusionlab.classification.vgg) VGG19 (class in fusionlab.encoders) (class in fusionlab.encoders.vgg.vgg) VGG19Classifier (class in fusionlab.classification.vgg)