pywick
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Pywick
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Classification
Segmentation
Lego Blocks (aka API)
Callbacks
Conditions
Constraints
Datasets
Functions
Gridsearch
Initializers
Losses
Meters
Models
Optimizers
Regularizers
Samplers
Transforms
Misc
License
Help
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A
A2GradExp (class in pywick.optimizers.a2grad)
A2GradInc (class in pywick.optimizers.a2grad)
A2GradUni (class in pywick.optimizers.a2grad)
ActiveContourLoss (class in pywick.losses)
ActiveContourLossAlt (class in pywick.losses)
AdaBelief (class in pywick.optimizers.adabelief)
Adahessian (class in pywick.optimizers.adahessian)
AdamP (class in pywick.optimizers.adamp)
AdamW (class in pywick.optimizers.adamw)
add() (pywick.meters.apmeter.APMeter method)
(pywick.meters.aucmeter.AUCMeter method)
(pywick.meters.averagevaluemeter.AverageValueMeter method)
(pywick.meters.classerrormeter.ClassErrorMeter method)
(pywick.meters.confusionmeter.ConfusionMeter method)
(pywick.meters.mapmeter.mAPMeter method)
(pywick.meters.meter.Meter method)
(pywick.meters.movingaveragevaluemeter.MovingAverageValueMeter method)
(pywick.meters.msemeter.MSEMeter method)
add_after() (pywick.gridsearch.pipeline.Pipeline method)
add_before() (pywick.gridsearch.pipeline.Pipeline method)
add_param_group() (pywick.optimizers.lookahead.Lookahead method)
(pywick.optimizers.swa.SWA method)
AddChannel (class in pywick.transforms.tensor_transforms)
AddSign (class in pywick.optimizers.addsign)
adjust_dset_length() (in module pywick.datasets.data_utils)
Affine (class in pywick.transforms.affine_transforms)
AffineCompose (class in pywick.transforms.affine_transforms)
AngularPenaltySMLoss (class in pywick.losses)
APMeter (class in pywick.meters.apmeter)
Apollo (class in pywick.optimizers.apollo)
apply() (pywick.initializers.InitializerContainer method)
Aria (class in pywick.functions.swish)
Aria2 (class in pywick.functions.swish)
AsymLoss (class in pywick.losses)
AUCMeter (class in pywick.meters.aucmeter)
AverageMeter (class in pywick.meters.averagemeter)
AverageValueMeter (class in pywick.meters.averagevaluemeter)
B
BaseDataset (class in pywick.datasets.BaseDataset)
batch() (pywick.datasets.tnt.dataset.Dataset method)
batch_step() (pywick.functions.cyclicLR.CyclicLR method)
BatchDataset (class in pywick.datasets.tnt.batchdataset)
BCEDiceFocalLoss (class in pywick.losses)
BCEDiceLoss (class in pywick.losses)
BCEDicePenalizeBorderLoss (class in pywick.losses)
BCEDiceTL1Loss (class in pywick.losses)
BCELoss2d (class in pywick.losses)
BCEWithLogitsViewLoss (class in pywick.losses)
BDLoss (class in pywick.losses)
BinaryFocalLoss (class in pywick.losses)
BiSeNet (class in pywick.models.segmentation.bisenet)
BiSeNet_Resnet18() (in module pywick.models.segmentation.bisenet)
Blur (class in pywick.transforms.distortion_transforms)
bn_update() (pywick.optimizers.swa.SWA static method)
BNInception (class in pywick.models.classification.bn_inception)
bninception() (in module pywick.models.classification.bn_inception)
BoundaryLoss (class in pywick.losses)
Brightness (class in pywick.transforms.image_transforms)
C
call() (pywick.gridsearch.pipeline.Pipeline method)
Callback (class in pywick.callbacks.Callback)
canmergetensor() (in module pywick.datasets.tnt.table)
CDHW (in module pywick.transforms.tensor_transforms)
ChannelsFirst (class in pywick.transforms.tensor_transforms)
ChannelsLast (class in pywick.transforms.tensor_transforms)
CHW (in module pywick.transforms.tensor_transforms)
ClassErrorMeter (class in pywick.meters.classerrormeter)
ClonedFolderDataset (class in pywick.datasets.ClonedFolderDataset)
CoarseLinkNet50 (class in pywick.models.segmentation.mnas_linknets.linknet)
ComboBCEDiceLoss (class in pywick.losses)
ComboSemsegLossWeighted (class in pywick.losses)
Compose (class in pywick.transforms.tensor_transforms)
compose() (in module pywick.datasets.tnt.transform)
ConcatDataset (class in pywick.datasets.tnt.concatdataset)
Condition (class in pywick.conditions)
ConfusionMeter (class in pywick.meters.confusionmeter)
ConstantInitializer (class in pywick.initializers)
Constraint (class in pywick.constraints)
Contrast (class in pywick.transforms.image_transforms)
copy() (pywick.datasets.CSVDataset.CSVDataset method)
CSVDataset (class in pywick.datasets.CSVDataset)
CSVLogger (class in pywick.callbacks.CSVLogger)
CyclicLR (class in pywick.functions.cyclicLR)
CyclicLRScheduler (class in pywick.callbacks.CyclicLRScheduler)
D
DANet (class in pywick.models.segmentation.danet)
DANet_Resnet101() (in module pywick.models.segmentation.danet)
DANet_Resnet152() (in module pywick.models.segmentation.danet)
DANet_Resnet50() (in module pywick.models.segmentation.danet)
Dataset (class in pywick.datasets.tnt.dataset)
DeepLabv2_ASPP (class in pywick.models.segmentation.deeplab_v2_res)
DeepLabv2_FOV (class in pywick.models.segmentation.deeplab_v2_res)
DeepLabv3 (class in pywick.models.segmentation.deeplab_v3)
DeepLabv3_plus (class in pywick.models.segmentation.deeplab_v3_plus)
DeNormalize (class in pywick.transforms.image_transforms)
DenseASPP (class in pywick.models.segmentation.denseaspp)
DHWC (in module pywick.transforms.tensor_transforms)
distance_field (pywick.losses.HausdorffDTLoss attribute)
downsample() (pywick.losses.RMILossAlt method)
DPN (class in pywick.models.classification.dpn.dualpath)
dpn107() (in module pywick.models.classification.dpn.dualpath)
dpn131() (in module pywick.models.classification.dpn.dualpath)
dpn68() (in module pywick.models.classification.dpn.dualpath)
dpn68b() (in module pywick.models.classification.dpn.dualpath)
dpn98() (in module pywick.models.classification.dpn.dualpath)
DRN (class in pywick.models.segmentation.drn)
drn_c_26() (in module pywick.models.segmentation.drn)
drn_c_42() (in module pywick.models.segmentation.drn)
drn_c_58() (in module pywick.models.segmentation.drn)
drn_d_105() (in module pywick.models.segmentation.drn)
drn_d_107() (in module pywick.models.segmentation.drn)
drn_d_22() (in module pywick.models.segmentation.drn)
drn_d_24() (in module pywick.models.segmentation.drn)
drn_d_38() (in module pywick.models.segmentation.drn)
drn_d_40() (in module pywick.models.segmentation.drn)
drn_d_54() (in module pywick.models.segmentation.drn)
drn_d_56() (in module pywick.models.segmentation.drn)
DUNet (class in pywick.models.segmentation.dunet)
DUNet_Resnet101() (in module pywick.models.segmentation.dunet)
DUNet_Resnet152() (in module pywick.models.segmentation.dunet)
DUNet_Resnet50() (in module pywick.models.segmentation.dunet)
E
EarlyStopping (class in pywick.callbacks.EarlyStopping)
EncNetLoss (class in pywick.losses)
ENet (class in pywick.models.segmentation.enet)
Eve (class in pywick.optimizers.eve)
ExpandAxis (in module pywick.transforms.tensor_transforms)
ExperimentLogger (class in pywick.callbacks.ExperimentLogger)
extract_region_vector() (pywick.losses.RMILossAlt method)
F
FBResNet (class in pywick.models.classification.fbresnet)
FBResNet101() (in module pywick.models.classification.fbresnet)
fbresnet152() (in module pywick.models.classification.fbresnet)
FBResNet18() (in module pywick.models.classification.fbresnet)
FBResNet34() (in module pywick.models.classification.fbresnet)
FBResNet50() (in module pywick.models.classification.fbresnet)
FCDenseNet (class in pywick.models.segmentation.tiramisu)
FCN16VGG (class in pywick.models.segmentation.fcn16s)
FCN32VGG (class in pywick.models.segmentation.fcn32s)
FCN8s (class in pywick.models.segmentation.fcn8s)
fit_transforms() (pywick.datasets.BaseDataset.BaseDataset method)
FocalLoss (class in pywick.losses)
FocalLoss2 (class in pywick.losses)
FolderDataset (class in pywick.datasets.FolderDataset)
forward() (pywick.functions.mish.Mish method)
(pywick.functions.swish.Aria method)
(pywick.functions.swish.Aria2 method)
(pywick.functions.swish.HardSwish method)
(pywick.functions.swish.Swish method)
(pywick.losses.ActiveContourLoss method)
(pywick.losses.ActiveContourLossAlt method)
(pywick.losses.AngularPenaltySMLoss method)
(pywick.losses.AsymLoss method)
(pywick.losses.BCEDiceFocalLoss method)
(pywick.losses.BCEDiceLoss method)
(pywick.losses.BCEDicePenalizeBorderLoss method)
(pywick.losses.BCEDiceTL1Loss method)
(pywick.losses.BCELoss2d method)
(pywick.losses.BCEWithLogitsViewLoss method)
(pywick.losses.BDLoss method)
(pywick.losses.BinaryFocalLoss method)
(pywick.losses.BoundaryLoss method)
(pywick.losses.ComboBCEDiceLoss method)
(pywick.losses.ComboSemsegLossWeighted method)
(pywick.losses.EncNetLoss method)
(pywick.losses.FocalLoss method)
(pywick.losses.FocalLoss2 method)
(pywick.losses.HausdorffDTLoss method)
(pywick.losses.HausdorffERLoss method)
(pywick.losses.L1Loss3d static method)
(pywick.losses.LovaszSoftmax method)
(pywick.losses.MSE3D static method)
(pywick.losses.MixSoftmaxCrossEntropyOHEMLoss method)
(pywick.losses.OhemCELoss method)
(pywick.losses.OhemCrossEntropy2d method)
(pywick.losses.PoissonLoss method)
(pywick.losses.PoissonLoss3d method)
(pywick.losses.RMIBCEDicePenalizeBorderLoss method)
(pywick.losses.RMILoss method)
(pywick.losses.RMILossAlt method)
(pywick.losses.RecallLoss method)
(pywick.losses.SoftDiceLoss method)
(pywick.losses.SoftInvDiceLoss method)
(pywick.losses.StableBCELoss static method)
(pywick.losses.ThresholdedL1Loss method)
(pywick.losses.TverskyLoss method)
(pywick.losses.WeightedBCELoss2d static method)
(pywick.losses.WeightedSoftDiceLoss static method)
(pywick.losses.WingLoss method)
(pywick.losses.mIoULoss method)
(pywick.models.localization.fpn.FPN method)
(pywick.models.localization.retina_fpn.RetinaFPN method)
forward_sigmoid() (pywick.losses.RMILoss method)
forward_softmax_sigmoid() (pywick.losses.RMILoss method)
FPN (class in pywick.models.localization.fpn)
FPN101() (in module pywick.models.localization.fpn)
frrn (class in pywick.models.segmentation.frrn1)
FusionNet (class in pywick.models.segmentation.fusionnet)
G
Gamma (class in pywick.transforms.image_transforms)
GCN (class in pywick.models.segmentation.gcn)
GCN_Densenet (class in pywick.models.segmentation.gcnnets.gcn_densenet)
GCN_NASNet (class in pywick.models.segmentation.gcnnets.gcn_nasnet)
GCN_PSP (class in pywick.models.segmentation.gcnnets.gcn_psp)
GCN_Resnext (class in pywick.models.segmentation.gcnnets.gcn_resnext)
gen_sample_array() (pywick.samplers.MultiSampler method)
(pywick.samplers.StratifiedSampler method)
GeneralInitializer (class in pywick.initializers)
get_dataset_mean_std() (in module pywick.datasets.data_utils)
get_fc_names() (in module pywick.models.model_utils)
get_lr() (pywick.functions.cyclicLR.CyclicLR method)
get_model() (in module pywick.models.model_utils)
get_n_stacks() (pywick.models.segmentation.unet_stack.UNet_stack static method)
get_params() (pywick.optimizers.adahessian.Adahessian method)
get_supported_models() (in module pywick.models.model_utils)
get_value() (pywick.regularizers.RegularizerContainer method)
getdata() (pywick.datasets.FolderDataset.FolderDataset method)
(pywick.datasets.UsefulDataset.UsefulDataset method)
getmeta_data() (pywick.datasets.FolderDataset.FolderDataset method)
(pywick.datasets.UsefulDataset.UsefulDataset method)
Grayscale (class in pywick.transforms.image_transforms)
GridSearch (class in pywick.gridsearch.gridsearch)
H
hard_swish() (in module pywick.functions.swish)
HardSwish (class in pywick.functions.swish)
HausdorffDTLoss (class in pywick.losses)
HausdorffERLoss (class in pywick.losses)
History (class in pywick.callbacks.History)
HWC (in module pywick.transforms.tensor_transforms)
I
identity() (pywick.gridsearch.pipeline.Pipeline static method)
ImbalancedDatasetSampler (class in pywick.samplers)
InceptionResNetV2 (class in pywick.models.classification.inceptionresnet_v2)
inceptionresnetv2() (in module pywick.models.classification.inceptionresnet_v2)
InceptionResV2 (class in pywick.models.classification.inception_resv2_wide)
InceptionV4 (class in pywick.models.classification.inception_v4)
inceptionv4() (in module pywick.models.classification.inception_v4)
initialize_weights() (pywick.models.segmentation.gcnnets.gcn_resnext.GCN_Resnext static method)
Initializer (class in pywick.initializers)
InitializerContainer (class in pywick.initializers)
is_second_order (pywick.optimizers.adahessian.Adahessian attribute)
K
KaimingNormal (class in pywick.initializers)
KaimingUniform (class in pywick.initializers)
L
L1L2Regularizer (class in pywick.regularizers)
L1Loss3d (class in pywick.losses)
L1Regularizer (class in pywick.regularizers)
L2Regularizer (class in pywick.regularizers)
LambdaCallback (class in pywick.callbacks.LambdaCallback)
Lars (class in pywick.optimizers.lars)
LinkCeption (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkDenseNet121 (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkDenseNet161 (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkInceptionResNet (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkNet101 (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkNet152 (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkNet18 (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkNet34 (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkNet50 (class in pywick.models.segmentation.mnas_linknets.linknet)
LinkNeXt (class in pywick.models.segmentation.mnas_linknets.linknet)
ListDataset (class in pywick.datasets.tnt.listdataset)
load() (pywick.datasets.BaseDataset.BaseDataset method)
load_checkpoint() (in module pywick.models.model_utils)
load_state_dict() (pywick.optimizers.lookahead.Lookahead method)
(pywick.optimizers.swa.SWA method)
log_det_by_cholesky() (pywick.losses.RMILoss static method)
Lookahead (class in pywick.optimizers.lookahead)
LookaheadSGD (class in pywick.optimizers.lookaheadsgd)
lovasz_softmax_flat() (pywick.losses.LovaszSoftmax method)
LovaszSoftmax (class in pywick.losses)
LRScheduler (class in pywick.callbacks.LRScheduler)
M
MADGRAD (class in pywick.optimizers.madgrad)
make_layer() (pywick.models.classification.pyramid_resnet.PyResNet method)
makebatch() (in module pywick.datasets.tnt.transform)
map_get_pairs() (pywick.losses.RMILoss static method)
mAPMeter (class in pywick.meters.mapmeter)
MaskPixelsToMap (class in pywick.transforms.image_transforms)
MaskToFloatTensor (class in pywick.transforms.image_transforms)
MaskToSqueezedTensor (class in pywick.transforms.image_transforms)
MaskToTensor (class in pywick.transforms.image_transforms)
MaxNorm (class in pywick.constraints)
MaxNormRegularizer (class in pywick.regularizers)
mergetensor() (in module pywick.datasets.tnt.table)
Meter (class in pywick.meters.meter)
mIoULoss (class in pywick.losses)
Mish (class in pywick.functions.mish)
mish() (in module pywick.functions.mish)
MixSoftmaxCrossEntropyOHEMLoss (class in pywick.losses)
ModelCheckpoint (class in pywick.callbacks.ModelCheckpoint)
MovingAverageValueMeter (class in pywick.meters.movingaveragevaluemeter)
MSE3D (class in pywick.losses)
MSEMeter (class in pywick.meters.msemeter)
MultiFolderDataset (class in pywick.datasets.MultiFolderDataset)
MultiPartitionDataset (class in pywick.datasets.tnt.multipartitiondataset)
MultiSampler (class in pywick.samplers)
N
Nadam (class in pywick.optimizers.nadam)
,
[1]
NASNetALarge (class in pywick.models.classification.nasnet)
nasnetalarge() (in module pywick.models.classification.nasnet)
NASNetAMobile (class in pywick.models.classification.nasnet_mobile)
nasnetamobile() (in module pywick.models.classification.nasnet_mobile)
NonNeg (class in pywick.constraints)
NonNegRegularizer (class in pywick.regularizers)
Normal (class in pywick.initializers)
npy_loader() (in module pywick.datasets.data_utils)
O
OCNet (class in pywick.models.segmentation.ocnet)
OCNet_ASP_Resnet101() (in module pywick.models.segmentation.ocnet)
OCNet_ASP_Resnet152() (in module pywick.models.segmentation.ocnet)
OCNet_Base_Resnet101() (in module pywick.models.segmentation.ocnet)
OCNet_Base_Resnet152() (in module pywick.models.segmentation.ocnet)
OCNet_Pyramid_Resnet101() (in module pywick.models.segmentation.ocnet)
OCNet_Pyramid_Resnet152() (in module pywick.models.segmentation.ocnet)
OhemBCEDicePenalizeBorderLoss (class in pywick.losses)
OhemCELoss (class in pywick.losses)
OhemCrossEntropy2d (class in pywick.losses)
on_batch_begin() (pywick.callbacks.Callback.Callback method)
on_batch_end() (pywick.callbacks.Callback.Callback method)
(pywick.regularizers.RegularizerCallback method)
on_epoch_begin() (pywick.callbacks.Callback.Callback method)
on_epoch_end() (pywick.callbacks.Callback.Callback method)
on_train_begin() (pywick.callbacks.Callback.Callback method)
on_train_end() (pywick.callbacks.Callback.Callback method)
OnceCycleLRScheduler (class in pywick.callbacks.OneCycleLRScheduler)
Orthogonal (class in pywick.initializers)
P
Pad (class in pywick.transforms.tensor_transforms)
PadNumpy (class in pywick.transforms.tensor_transforms)
parallel() (pywick.datasets.tnt.dataset.Dataset method)
partition() (pywick.datasets.tnt.dataset.Dataset method)
perform_erosion() (pywick.losses.HausdorffERLoss method)
pil_loader() (in module pywick.datasets.data_utils)
pil_loader_bw() (in module pywick.datasets.data_utils)
pil_loader_rgb() (in module pywick.datasets.data_utils)
Pipeline (class in pywick.gridsearch.pipeline)
PNASNet5Large (class in pywick.models.classification.pnasnet)
pnasnet5large() (in module pywick.models.classification.pnasnet)
PoissonLoss (class in pywick.losses)
PoissonLoss3d (class in pywick.losses)
PolyNet (class in pywick.models.classification.poly_net)
polynet() (in module pywick.models.classification.poly_net)
PowerSign (class in pywick.optimizers.powersign)
PreactResnet110() (in module pywick.models.classification.resnet_preact)
PreactResnet164_bottleneck() (in module pywick.models.classification.resnet_preact)
PredictFolderDataset (class in pywick.datasets.PredictFolderDataset)
prepare_kernels() (pywick.losses.HausdorffERLoss method)
prob_flatten() (pywick.losses.LovaszSoftmax static method)
PSPNet (class in pywick.models.segmentation.lexpsp)
PyResNet (class in pywick.models.classification.pyramid_resnet)
PyResNet18() (in module pywick.models.classification.pyramid_resnet)
PyResNet34() (in module pywick.models.classification.pyramid_resnet)
pywick.callbacks (module)
pywick.callbacks.Callback (module)
pywick.callbacks.CSVLogger (module)
pywick.callbacks.CyclicLRScheduler (module)
pywick.callbacks.EarlyStopping (module)
pywick.callbacks.ExperimentLogger (module)
pywick.callbacks.History (module)
pywick.callbacks.LambdaCallback (module)
pywick.callbacks.LRScheduler (module)
pywick.callbacks.ModelCheckpoint (module)
pywick.callbacks.OneCycleLRScheduler (module)
pywick.callbacks.ReduceLROnPlateau (module)
pywick.callbacks.SimpleModelCheckpoint (module)
pywick.callbacks.TQDM (module)
pywick.conditions (module)
pywick.constraints (module)
pywick.datasets (module)
pywick.datasets.BaseDataset (module)
pywick.datasets.ClonedFolderDataset (module)
pywick.datasets.CSVDataset (module)
pywick.datasets.data_utils (module)
pywick.datasets.FolderDataset (module)
pywick.datasets.MultiFolderDataset (module)
pywick.datasets.PredictFolderDataset (module)
pywick.datasets.TensorDataset (module)
pywick.datasets.tnt.batchdataset (module)
pywick.datasets.tnt.concatdataset (module)
pywick.datasets.tnt.dataset (module)
pywick.datasets.tnt.listdataset (module)
pywick.datasets.tnt.multipartitiondataset (module)
pywick.datasets.tnt.resampledataset (module)
pywick.datasets.tnt.shuffledataset (module)
pywick.datasets.tnt.splitdataset (module)
pywick.datasets.tnt.table (module)
pywick.datasets.tnt.transform (module)
pywick.datasets.tnt.transformdataset (module)
pywick.datasets.UsefulDataset (module)
pywick.functions (module)
pywick.functions.cyclicLR (module)
pywick.functions.mish (module)
pywick.functions.swish (module)
pywick.gridsearch (module)
pywick.gridsearch.gridsearch (module)
pywick.gridsearch.pipeline (module)
pywick.initializers (module)
pywick.losses (module)
pywick.meters (module)
pywick.meters.apmeter (module)
pywick.meters.aucmeter (module)
pywick.meters.averagemeter (module)
pywick.meters.averagevaluemeter (module)
pywick.meters.classerrormeter (module)
pywick.meters.confusionmeter (module)
pywick.meters.mapmeter (module)
pywick.meters.meter (module)
pywick.meters.movingaveragevaluemeter (module)
pywick.meters.msemeter (module)
pywick.meters.timemeter (module)
pywick.models (module)
pywick.models.classification (module)
pywick.models.classification.bn_inception (module)
pywick.models.classification.dpn.dualpath (module)
pywick.models.classification.fbresnet (module)
pywick.models.classification.inception_resv2_wide (module)
pywick.models.classification.inception_v4 (module)
pywick.models.classification.inceptionresnet_v2 (module)
pywick.models.classification.nasnet (module)
pywick.models.classification.nasnet_mobile (module)
pywick.models.classification.pnasnet (module)
pywick.models.classification.poly_net (module)
pywick.models.classification.pyramid_resnet (module)
pywick.models.classification.resnet_preact (module)
pywick.models.classification.resnet_swish (module)
pywick.models.classification.resnext (module)
pywick.models.classification.senet (module)
pywick.models.classification.wideresnet (module)
pywick.models.classification.xception1 (module)
pywick.models.localization.fpn (module)
pywick.models.localization.retina_fpn (module)
pywick.models.model_utils (module)
pywick.models.segmentation (module)
pywick.models.segmentation.bisenet (module)
pywick.models.segmentation.carvana_unet (module)
pywick.models.segmentation.danet (module)
pywick.models.segmentation.deeplab_v2_res (module)
pywick.models.segmentation.deeplab_v3 (module)
pywick.models.segmentation.deeplab_v3_plus (module)
pywick.models.segmentation.denseaspp (module)
pywick.models.segmentation.drn (module)
pywick.models.segmentation.duc_hdc (module)
pywick.models.segmentation.dunet (module)
pywick.models.segmentation.emanet (module)
pywick.models.segmentation.enet (module)
pywick.models.segmentation.fcn16s (module)
pywick.models.segmentation.fcn32s (module)
pywick.models.segmentation.fcn8s (module)
pywick.models.segmentation.frrn1 (module)
pywick.models.segmentation.fusionnet (module)
pywick.models.segmentation.galdnet (module)
pywick.models.segmentation.gcn (module)
pywick.models.segmentation.gcnnets.gcn_densenet (module)
pywick.models.segmentation.gcnnets.gcn_nasnet (module)
pywick.models.segmentation.gcnnets.gcn_psp (module)
pywick.models.segmentation.gcnnets.gcn_resnext (module)
pywick.models.segmentation.lexpsp (module)
pywick.models.segmentation.mnas_linknets.linknet (module)
pywick.models.segmentation.ocnet (module)
pywick.models.segmentation.refinenet.refinenet (module)
pywick.models.segmentation.resnet_gcn (module)
pywick.models.segmentation.seg_net (module)
pywick.models.segmentation.tiramisu (module)
pywick.models.segmentation.u_net (module)
pywick.models.segmentation.unet_dilated (module)
pywick.models.segmentation.unet_res (module)
pywick.models.segmentation.unet_stack (module)
pywick.optimizers (module)
pywick.optimizers.a2grad (module)
pywick.optimizers.adabelief (module)
pywick.optimizers.adahessian (module)
pywick.optimizers.adamp (module)
pywick.optimizers.adamw (module)
pywick.optimizers.addsign (module)
pywick.optimizers.apollo (module)
pywick.optimizers.eve (module)
pywick.optimizers.lars (module)
pywick.optimizers.lookahead (module)
pywick.optimizers.lookaheadsgd (module)
pywick.optimizers.madgrad (module)
pywick.optimizers.nadam (module)
,
[1]
pywick.optimizers.powersign (module)
pywick.optimizers.qhadam (module)
pywick.optimizers.radam (module)
pywick.optimizers.rangerlars (module)
pywick.optimizers.sgdw (module)
pywick.optimizers.swa (module)
pywick.regularizers (module)
pywick.samplers (module)
pywick.transforms.affine_transforms (module)
pywick.transforms.distortion_transforms (module)
pywick.transforms.image_transforms (module)
pywick.transforms.tensor_transforms (module)
Q
QHAdam (class in pywick.optimizers.qhadam)
R
RAdam (class in pywick.optimizers.radam)
random_split_dataset() (in module pywick.datasets.ClonedFolderDataset)
RandomAffine (class in pywick.transforms.affine_transforms)
RandomBrightness (class in pywick.transforms.image_transforms)
RandomChoiceBlur (class in pywick.transforms.distortion_transforms)
RandomChoiceBrightness (class in pywick.transforms.image_transforms)
RandomChoiceCompose (class in pywick.transforms.tensor_transforms)
RandomChoiceContrast (class in pywick.transforms.image_transforms)
RandomChoiceGamma (class in pywick.transforms.image_transforms)
RandomChoiceRotate (class in pywick.transforms.affine_transforms)
RandomChoiceSaturation (class in pywick.transforms.image_transforms)
RandomChoiceScramble (class in pywick.transforms.distortion_transforms)
RandomChoiceShear (class in pywick.transforms.affine_transforms)
RandomChoiceTranslate (class in pywick.transforms.affine_transforms)
RandomChoiceZoom (class in pywick.transforms.affine_transforms)
RandomContrast (class in pywick.transforms.image_transforms)
RandomCrop (class in pywick.transforms.tensor_transforms)
RandomFlip (class in pywick.transforms.tensor_transforms)
RandomGamma (class in pywick.transforms.image_transforms)
RandomGrayscale (class in pywick.transforms.image_transforms)
RandomOrder (class in pywick.transforms.tensor_transforms)
RandomRotate (class in pywick.transforms.affine_transforms)
RandomSaturation (class in pywick.transforms.image_transforms)
RandomShear (class in pywick.transforms.affine_transforms)
RandomSquareZoom (class in pywick.transforms.affine_transforms)
RandomTranslate (class in pywick.transforms.affine_transforms)
RandomZoom (class in pywick.transforms.affine_transforms)
RangeNormalize (class in pywick.transforms.tensor_transforms)
RangerLars (class in pywick.optimizers.rangerlars)
RecallLoss (class in pywick.losses)
ReduceLROnPlateau (class in pywick.callbacks.ReduceLROnPlateau)
RefineNet4Cascade (class in pywick.models.segmentation.refinenet.refinenet)
RefineNet4CascadePoolingImproved (class in pywick.models.segmentation.refinenet.refinenet)
register_forward_hooks() (pywick.regularizers.RegularizerContainer method)
Regularizer (class in pywick.regularizers)
RegularizerCallback (class in pywick.regularizers)
RegularizerContainer (class in pywick.regularizers)
resample() (pywick.datasets.tnt.shuffledataset.ShuffleDataset method)
ResampleDataset (class in pywick.datasets.tnt.resampledataset)
reset() (pywick.conditions.Condition method)
(pywick.conditions.SegmentationInputAsserts method)
(pywick.conditions.SegmentationOutputAsserts method)
(pywick.meters.apmeter.APMeter method)
(pywick.meters.aucmeter.AUCMeter method)
(pywick.meters.averagemeter.AverageMeter method)
(pywick.meters.averagevaluemeter.AverageValueMeter method)
(pywick.meters.classerrormeter.ClassErrorMeter method)
(pywick.meters.confusionmeter.ConfusionMeter method)
(pywick.meters.mapmeter.mAPMeter method)
(pywick.meters.meter.Meter method)
(pywick.meters.movingaveragevaluemeter.MovingAverageValueMeter method)
(pywick.meters.msemeter.MSEMeter method)
(pywick.meters.timemeter.TimeMeter method)
(pywick.regularizers.L1L2Regularizer method)
(pywick.regularizers.L1Regularizer method)
(pywick.regularizers.L2Regularizer method)
(pywick.regularizers.MaxNormRegularizer method)
(pywick.regularizers.NonNegRegularizer method)
(pywick.regularizers.Regularizer method)
(pywick.regularizers.RegularizerContainer method)
(pywick.regularizers.UnitNormRegularizer method)
reset_parameters() (pywick.losses.ComboBCEDiceLoss method)
(pywick.losses.ComboSemsegLossWeighted method)
ResNet101_swish() (in module pywick.models.classification.resnet_swish)
ResNet152_swish() (in module pywick.models.classification.resnet_swish)
ResNet18_swish() (in module pywick.models.classification.resnet_swish)
ResNet34_swish() (in module pywick.models.classification.resnet_swish)
ResNet50_swish() (in module pywick.models.classification.resnet_swish)
ResNet_swish (class in pywick.models.classification.resnet_swish)
ResNetDUC (class in pywick.models.segmentation.duc_hdc)
ResNetDUCHDC (class in pywick.models.segmentation.duc_hdc)
ResnetGCN (class in pywick.models.segmentation.resnet_gcn)
ResNeXt101_32x4d (class in pywick.models.classification.resnext)
resnext101_32x4d() (in module pywick.models.classification.resnext)
ResNeXt101_64x4d (class in pywick.models.classification.resnext)
resnext101_64x4d() (in module pywick.models.classification.resnext)
ResNeXt50_32x4d (class in pywick.models.classification.resnext)
resnext50_32x4d() (in module pywick.models.classification.resnext)
RetinaFPN (class in pywick.models.localization.retina_fpn)
RetinaFPN101() (in module pywick.models.localization.retina_fpn)
rgb_to_hsv() (in module pywick.transforms.image_transforms)
rmi_loss() (pywick.losses.RMILossAlt method)
rmi_lower_bound() (pywick.losses.RMILoss method)
RMIBCEDicePenalizeBorderLoss (class in pywick.losses)
RMILoss (class in pywick.losses)
RMILossAlt (class in pywick.losses)
Rotate (class in pywick.transforms.affine_transforms)
run() (pywick.gridsearch.gridsearch.GridSearch method)
S
Saturation (class in pywick.transforms.image_transforms)
save_checkpoint() (pywick.callbacks.SimpleModelCheckpoint.SimpleModelCheckpoint method)
Scramble (class in pywick.transforms.distortion_transforms)
se_resnet101() (in module pywick.models.classification.senet)
se_resnet152() (in module pywick.models.classification.senet)
se_resnet50() (in module pywick.models.classification.senet)
se_resnext101_32x4d() (in module pywick.models.classification.senet)
se_resnext50_32x4d() (in module pywick.models.classification.senet)
SegmentationInputAsserts (class in pywick.conditions)
SegmentationOutputAsserts (class in pywick.conditions)
SegNet (class in pywick.models.segmentation.seg_net)
select() (pywick.datasets.tnt.multipartitiondataset.MultiPartitionDataset method)
(pywick.datasets.tnt.splitdataset.SplitDataset method)
SENet (class in pywick.models.classification.senet)
senet154() (in module pywick.models.classification.senet)
set_hessian() (pywick.optimizers.adahessian.Adahessian method)
SGDW (class in pywick.optimizers.sgdw)
Shear (class in pywick.transforms.affine_transforms)
shuffle() (pywick.datasets.tnt.dataset.Dataset method)
ShuffleDataset (class in pywick.datasets.tnt.shuffledataset)
SimpleModelCheckpoint (class in pywick.callbacks.SimpleModelCheckpoint)
Slice2D (class in pywick.transforms.tensor_transforms)
SoftDiceLoss (class in pywick.losses)
SoftInvDiceLoss (class in pywick.losses)
Sparse (class in pywick.initializers)
SpecialCrop (class in pywick.transforms.tensor_transforms)
split_by_column() (pywick.datasets.CSVDataset.CSVDataset method)
SplitDataset (class in pywick.datasets.tnt.splitdataset)
StableBCELoss (class in pywick.losses)
state_dict() (pywick.optimizers.lookahead.Lookahead method)
(pywick.optimizers.swa.SWA method)
StdNormalize (class in pywick.transforms.tensor_transforms)
step() (pywick.optimizers.a2grad.A2GradExp method)
(pywick.optimizers.a2grad.A2GradInc method)
(pywick.optimizers.a2grad.A2GradUni method)
(pywick.optimizers.adabelief.AdaBelief method)
(pywick.optimizers.adahessian.Adahessian method)
(pywick.optimizers.adamp.AdamP method)
(pywick.optimizers.adamw.AdamW method)
(pywick.optimizers.addsign.AddSign method)
(pywick.optimizers.apollo.Apollo method)
(pywick.optimizers.eve.Eve method)
(pywick.optimizers.lars.Lars method)
(pywick.optimizers.lookahead.Lookahead method)
(pywick.optimizers.madgrad.MADGRAD method)
(pywick.optimizers.nadam.Nadam method)
,
[1]
(pywick.optimizers.powersign.PowerSign method)
(pywick.optimizers.qhadam.QHAdam method)
(pywick.optimizers.radam.RAdam method)
StratifiedSampler (class in pywick.samplers)
supports_flat_params (pywick.optimizers.madgrad.MADGRAD attribute)
supports_memory_efficient_fp16 (pywick.optimizers.madgrad.MADGRAD attribute)
SWA (class in pywick.optimizers.swa)
swap_swa_sgd() (pywick.optimizers.swa.SWA method)
Swish (class in pywick.functions.swish)
T
tableapply() (in module pywick.datasets.tnt.transform)
tablemergekeys() (in module pywick.datasets.tnt.transform)
TensorDataset (class in pywick.datasets.TensorDataset)
ThresholdedL1Loss (class in pywick.losses)
TimeMeter (class in pywick.meters.timemeter)
Tiramisu103() (in module pywick.models.segmentation.tiramisu)
Tiramisu57() (in module pywick.models.segmentation.tiramisu)
Tiramisu67() (in module pywick.models.segmentation.tiramisu)
to() (pywick.losses.BCEDicePenalizeBorderLoss method)
(pywick.losses.ComboBCEDiceLoss method)
(pywick.losses.ComboSemsegLossWeighted method)
(pywick.losses.MixSoftmaxCrossEntropyOHEMLoss method)
(pywick.losses.RMIBCEDicePenalizeBorderLoss method)
ToFile (class in pywick.transforms.tensor_transforms)
ToNumpyType (class in pywick.transforms.tensor_transforms)
ToTensor (class in pywick.transforms.tensor_transforms)
TQDM (class in pywick.callbacks.TQDM)
train_test_split() (pywick.datasets.CSVDataset.CSVDataset method)
transform() (pywick.datasets.tnt.dataset.Dataset method)
TransformDataset (class in pywick.datasets.tnt.transformdataset)
Translate (class in pywick.transforms.affine_transforms)
Transpose (class in pywick.transforms.tensor_transforms)
TverskyLoss (class in pywick.losses)
TypeCast (class in pywick.transforms.tensor_transforms)
U
UNet (class in pywick.models.segmentation.u_net)
UNet1024 (class in pywick.models.segmentation.carvana_unet)
UNet128 (class in pywick.models.segmentation.carvana_unet)
UNet256 (class in pywick.models.segmentation.carvana_unet)
UNet512 (class in pywick.models.segmentation.carvana_unet)
UNet960 (class in pywick.models.segmentation.unet_stack)
UNet_stack (class in pywick.models.segmentation.unet_stack)
UNetDilated (class in pywick.models.segmentation.unet_dilated)
UNetRes (class in pywick.models.segmentation.unet_res)
Uniform (class in pywick.initializers)
UnitNorm (class in pywick.constraints)
UnitNormRegularizer (class in pywick.regularizers)
unregister_forward_hooks() (pywick.regularizers.RegularizerContainer method)
Unsqueeze (in module pywick.transforms.tensor_transforms)
update() (pywick.meters.averagemeter.AverageMeter method)
(pywick.optimizers.lookahead.Lookahead method)
update_lookahead() (pywick.optimizers.lookahead.Lookahead method)
update_swa() (pywick.optimizers.swa.SWA method)
update_swa_group() (pywick.optimizers.swa.SWA method)
UsefulDataset (class in pywick.datasets.UsefulDataset)
V
value() (pywick.meters.apmeter.APMeter method)
(pywick.meters.aucmeter.AUCMeter method)
(pywick.meters.averagevaluemeter.AverageValueMeter method)
(pywick.meters.classerrormeter.ClassErrorMeter method)
(pywick.meters.confusionmeter.ConfusionMeter method)
(pywick.meters.mapmeter.mAPMeter method)
(pywick.meters.meter.Meter method)
(pywick.meters.movingaveragevaluemeter.MovingAverageValueMeter method)
(pywick.meters.msemeter.MSEMeter method)
(pywick.meters.timemeter.TimeMeter method)
W
WeightedBCELoss2d (class in pywick.losses)
WeightedSoftDiceLoss (class in pywick.losses)
WideResNet (class in pywick.models.classification.wideresnet)
wideresnet50() (in module pywick.models.classification.wideresnet)
WingLoss (class in pywick.losses)
X
XavierNormal (class in pywick.initializers)
XavierUniform (class in pywick.initializers)
Xception (class in pywick.models.classification.xception1)
xception() (in module pywick.models.classification.xception1)
Z
zero_hessian() (pywick.optimizers.adahessian.Adahessian method)
Zoom (class in pywick.transforms.affine_transforms)
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