Usage
Handbook
Reference
farabio
»
Index
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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O
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P
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R
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S
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T
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U
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V
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Y
_
__init__() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.data.biodatasets.ChestXrayDataset method)
(farabio.data.biodatasets.DSB18Dataset method)
(farabio.data.biodatasets.HistocancerDataset method)
(farabio.data.biodatasets.RANZCRDataset method)
(farabio.data.biodatasets.RetinopathyDataset method)
(farabio.utils.losses.DiceBCELoss method)
(farabio.utils.losses.DiceLoss method)
(farabio.utils.losses.FocalLoss method)
(farabio.utils.losses.FocalTverskyLoss method)
(farabio.utils.losses.IoULoss method)
(farabio.utils.losses.LovaszHingeLoss method)
(farabio.utils.losses.TverskyLoss method)
_cfg_attunet() (in module farabio.core.configs)
_cfg_cyclegan() (in module farabio.core.configs)
_cfg_fasterrcnn() (in module farabio.core.configs)
_cfg_srgan() (in module farabio.core.configs)
_cfg_unet() (in module farabio.core.configs)
_cfg_yolov3() (in module farabio.core.configs)
A
approx_bcg() (farabio.data.imgops.ImgOps method)
AttunetTrainer (class in farabio.models.segmentation.attunet.attunet_trainer)
B
BaseTrainer (class in farabio.core.basetrainer)
blend_img() (farabio.data.imgops.ImgOps method)
blend_imgs() (farabio.data.imgops.ImgOps static method)
build_model() (farabio.core.basetrainer.BaseTrainer method)
(farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
build_parallel_model() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
C
ChestXrayDataset (class in farabio.data.biodatasets)
ClassTrainer (class in farabio.models.classification.class_trainer)
ConvnetTrainer (class in farabio.core.convnettrainer)
cycle_g_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
CycleganTrainer (class in farabio.models.translation.cyclegan.cyclegan_trainer)
D
default_attr() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
define_compute_attr() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
define_data_attr() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
define_log_attr() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
define_misc_attr() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
define_model_attr() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
define_test_attr() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
define_train_attr() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
del_files() (farabio.data.dirops.DirOps method)
detect_perform() (farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
DiceBCELoss (class in farabio.utils.losses)
DiceLoss (class in farabio.utils.losses)
dirinfo() (farabio.data.dirops.DirOps method)
DirOps (class in farabio.data.dirops)
discriminator_backward() (farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
discriminator_loss() (farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
discriminator_optim_step() (farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
discriminator_zero_grad() (farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
discriminatorA_backward() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
discriminatorA_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
discriminatorA_optim_step() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
discriminatorA_zero_grad() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
discriminatorB_backward() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
discriminatorB_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
discriminatorB_optim_step() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
discriminatorB_zero_grad() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
DSB18Dataset (class in farabio.data.biodatasets)
E
evaluate() (farabio.core.basetrainer.BaseTrainer method)
evaluate_batch() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
evaluate_epoch() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
exit_trainer() (farabio.core.convnettrainer.ConvnetTrainer method)
F
fake_dA_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
fake_dB_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
FasterRCNNTrainer (class in farabio.models.detection.faster_rcnn.faster_rcnn_trainer)
FocalLoss (class in farabio.utils.losses)
FocalTverskyLoss (class in farabio.utils.losses)
format_image() (farabio.data.biodatasets.DSB18Dataset static method)
format_mask() (farabio.data.biodatasets.DSB18Dataset static method)
forward() (farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.utils.losses.DiceBCELoss method)
(farabio.utils.losses.DiceLoss method)
(farabio.utils.losses.FocalLoss method)
(farabio.utils.losses.FocalTverskyLoss method)
(farabio.utils.losses.IoULoss method)
(farabio.utils.losses.LovaszHingeLoss method)
(farabio.utils.losses.TverskyLoss method)
G
gan_g_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
GanTrainer (class in farabio.core.gantrainer)
generate_result_img() (farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
generator_backward() (farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
generator_loss() (farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
generator_optim_step() (farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
generator_zero_grad() (farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
get_dataloader() (farabio.core.gantrainer.GanTrainer method)
get_date() (farabio.data.imgops.ImgOps method)
get_detections() (farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
get_mask() (farabio.data.biodatasets.DSB18Dataset method)
get_meter_data() (farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
get_testloader() (farabio.core.basetrainer.BaseTrainer method)
(farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
get_train_transform() (farabio.data.biodatasets.ChestXrayDataset method)
(farabio.data.biodatasets.DSB18Dataset method)
(farabio.data.biodatasets.HistocancerDataset static method)
get_trainloader() (farabio.core.basetrainer.BaseTrainer method)
(farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
get_transform() (farabio.data.biodatasets.RANZCRDataset method)
get_valid_transform() (farabio.data.biodatasets.HistocancerDataset static method)
H
HistocancerDataset (class in farabio.data.biodatasets)
I
identity_g_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
ImgOps (class in farabio.data.imgops)
imshow() (farabio.data.biodatasets.ChestXrayDataset static method)
init_attr() (farabio.core.basetrainer.BaseTrainer method)
(farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
IoULoss (class in farabio.utils.losses)
L
load_model() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
load_parallel_model() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
loss_backward() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
LovaszHingeLoss (class in farabio.utils.losses)
lsmedia() (farabio.data.dirops.DirOps method)
M
mask_img() (farabio.data.imgops.ImgOps method)
O
on_end_test_batch() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
on_end_training_batch() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
on_epoch_end() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
on_evaluate_batch_end() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
on_evaluate_batch_start() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
on_evaluate_end() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
on_evaluate_epoch_end() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
on_evaluate_epoch_start() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
on_evaluate_start() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
on_start_test_batch() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
on_start_training_batch() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
on_test_end() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
on_test_start() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
on_train_end() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
on_train_epoch_end() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
on_train_epoch_start() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
on_train_start() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
optimizer_step() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
optimizer_zero_grad() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
P
pad_img() (farabio.data.imgops.ImgOps method)
plot_bbox() (farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
print_imginfo() (farabio.data.imgops.ImgOps method)
profile_img() (farabio.data.imgops.ImgOps method)
R
random_flip() (farabio.data.imgops.ImgOps static method)
RANZCRDataset (class in farabio.data.biodatasets)
read_image() (farabio.data.imgops.ImgOps static method)
real_dA_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
real_dB_loss() (farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
reset_meters() (farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
RetinopathyDataset (class in farabio.data.biodatasets)
S
save() (farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
save_csv() (farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
save_model() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
save_parallel_model() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
seed_everything() (farabio.models.classification.transformer_trainer.TransformerTrainer method)
show_model_summary() (farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
slice_img() (farabio.data.imgops.ImgOps method)
split_traintest() (farabio.data.dirops.DirOps method)
SrganTrainer (class in farabio.models.superres.srgan.srgan_trainer)
start_logger() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
stop_train() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
T
test() (farabio.core.basetrainer.BaseTrainer method)
(farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
test_batch() (farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
test_loop() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
test_step() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
train() (farabio.core.basetrainer.BaseTrainer method)
(farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
train_batch() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
(farabio.models.superres.srgan.srgan_trainer.SrganTrainer method)
(farabio.models.translation.cyclegan.cyclegan_trainer.CycleganTrainer method)
train_epoch() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
train_loop() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.core.gantrainer.GanTrainer method)
training (farabio.utils.losses.DiceBCELoss attribute)
(farabio.utils.losses.DiceLoss attribute)
(farabio.utils.losses.FocalLoss attribute)
(farabio.utils.losses.FocalTverskyLoss attribute)
(farabio.utils.losses.IoULoss attribute)
(farabio.utils.losses.LovaszHingeLoss attribute)
(farabio.utils.losses.TverskyLoss attribute)
training_step() (farabio.core.convnettrainer.ConvnetTrainer method)
(farabio.models.classification.class_trainer.ClassTrainer method)
(farabio.models.classification.transformer_trainer.TransformerTrainer method)
(farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
(farabio.models.detection.yolov3.yolo_trainer.YoloTrainer method)
(farabio.models.segmentation.attunet.attunet_trainer.AttunetTrainer method)
(farabio.models.segmentation.unet.unet_trainer.UnetTrainer method)
TransformerTrainer (class in farabio.models.classification.transformer_trainer)
TverskyLoss (class in farabio.utils.losses)
U
UnetTrainer (class in farabio.models.segmentation.unet.unet_trainer)
update_meters() (farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
V
visdom_plot() (farabio.models.detection.faster_rcnn.faster_rcnn_trainer.FasterRCNNTrainer method)
visualize_dataset() (farabio.data.biodatasets.ChestXrayDataset method)
(farabio.data.biodatasets.DSB18Dataset method)
(farabio.data.biodatasets.HistocancerDataset method)
(farabio.data.biodatasets.RANZCRDataset method)
(farabio.data.biodatasets.RetinopathyDataset method)
Y
YoloTrainer (class in farabio.models.detection.yolov3.yolo_trainer)